diff --git a/proto/gen/rill/runtime/v1/api.pb.go b/proto/gen/rill/runtime/v1/api.pb.go
index 190bf1330b66..b5270c38b7b6 100644
--- a/proto/gen/rill/runtime/v1/api.pb.go
+++ b/proto/gen/rill/runtime/v1/api.pb.go
@@ -6433,6 +6433,7 @@ type GetAIMessageResponse struct {
 	unknownFields protoimpl.UnknownFields
 
 	Message *Message `protobuf:"bytes,1,opt,name=message,proto3" json:"message,omitempty"`
+	Result  *Message `protobuf:"bytes,2,opt,name=result,proto3" json:"result,omitempty"`
 }
 
 func (x *GetAIMessageResponse) Reset() {
@@ -6474,6 +6475,13 @@ func (x *GetAIMessageResponse) GetMessage() *Message {
 	return nil
 }
 
+func (x *GetAIMessageResponse) GetResult() *Message {
+	if x != nil {
+		return x.Result
+	}
+	return nil
+}
+
 // Request message for RuntimeService.IssueDevJWT
 type IssueDevJWTRequest struct {
 	state         protoimpl.MessageState
@@ -9218,713 +9226,716 @@ var file_rill_runtime_v1_api_proto_rawDesc = []byte{
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 }
 
 var (
@@ -10179,126 +10190,127 @@ var file_rill_runtime_v1_api_proto_depIdxs = []int32{
 	83,  // 84: rill.runtime.v1.CompleteStreamingRequest.feedback_agent_context:type_name -> rill.runtime.v1.FeedbackAgentContext
 	80,  // 85: rill.runtime.v1.CompleteStreamingResponse.message:type_name -> rill.runtime.v1.Message
 	80,  // 86: rill.runtime.v1.GetAIMessageResponse.message:type_name -> rill.runtime.v1.Message
-	140, // 87: rill.runtime.v1.IssueDevJWTRequest.attributes:type_name -> google.protobuf.Struct
-	104, // 88: rill.runtime.v1.AnalyzeVariablesResponse.variables:type_name -> rill.runtime.v1.AnalyzedVariable
-	143, // 89: rill.runtime.v1.AnalyzedVariable.used_by:type_name -> rill.runtime.v1.ResourceName
-	107, // 90: rill.runtime.v1.ListGitCommitsResponse.commits:type_name -> rill.runtime.v1.GitCommit
-	139, // 91: rill.runtime.v1.GitCommit.committed_on:type_name -> google.protobuf.Timestamp
-	112, // 92: rill.runtime.v1.ListGitBranchesResponse.branches:type_name -> rill.runtime.v1.GitBranch
-	10,  // 93: rill.runtime.v1.HealthResponse.InstancesHealthEntry.value:type_name -> rill.runtime.v1.InstanceHealth
-	3,   // 94: rill.runtime.v1.ConnectorDriver.Property.type:type_name -> rill.runtime.v1.ConnectorDriver.Property.Type
-	146, // 95: rill.runtime.v1.AnalystAgentContext.WherePerMetricsViewEntry.value:type_name -> rill.runtime.v1.Expression
-	4,   // 96: rill.runtime.v1.RuntimeService.Ping:input_type -> rill.runtime.v1.PingRequest
-	6,   // 97: rill.runtime.v1.RuntimeService.Health:input_type -> rill.runtime.v1.HealthRequest
-	8,   // 98: rill.runtime.v1.RuntimeService.InstanceHealth:input_type -> rill.runtime.v1.InstanceHealthRequest
-	13,  // 99: rill.runtime.v1.RuntimeService.ListInstances:input_type -> rill.runtime.v1.ListInstancesRequest
-	15,  // 100: rill.runtime.v1.RuntimeService.GetInstance:input_type -> rill.runtime.v1.GetInstanceRequest
-	17,  // 101: rill.runtime.v1.RuntimeService.CreateInstance:input_type -> rill.runtime.v1.CreateInstanceRequest
-	21,  // 102: rill.runtime.v1.RuntimeService.EditInstance:input_type -> rill.runtime.v1.EditInstanceRequest
-	19,  // 103: rill.runtime.v1.RuntimeService.DeleteInstance:input_type -> rill.runtime.v1.DeleteInstanceRequest
-	23,  // 104: rill.runtime.v1.RuntimeService.ReloadConfig:input_type -> rill.runtime.v1.ReloadConfigRequest
-	25,  // 105: rill.runtime.v1.RuntimeService.ListFiles:input_type -> rill.runtime.v1.ListFilesRequest
-	28,  // 106: rill.runtime.v1.RuntimeService.WatchFiles:input_type -> rill.runtime.v1.WatchFilesRequest
-	30,  // 107: rill.runtime.v1.RuntimeService.GetFile:input_type -> rill.runtime.v1.GetFileRequest
-	32,  // 108: rill.runtime.v1.RuntimeService.PutFile:input_type -> rill.runtime.v1.PutFileRequest
-	34,  // 109: rill.runtime.v1.RuntimeService.CreateDirectory:input_type -> rill.runtime.v1.CreateDirectoryRequest
-	36,  // 110: rill.runtime.v1.RuntimeService.DeleteFile:input_type -> rill.runtime.v1.DeleteFileRequest
-	38,  // 111: rill.runtime.v1.RuntimeService.RenameFile:input_type -> rill.runtime.v1.RenameFileRequest
-	41,  // 112: rill.runtime.v1.RuntimeService.ListExamples:input_type -> rill.runtime.v1.ListExamplesRequest
-	43,  // 113: rill.runtime.v1.RuntimeService.UnpackExample:input_type -> rill.runtime.v1.UnpackExampleRequest
-	45,  // 114: rill.runtime.v1.RuntimeService.UnpackEmpty:input_type -> rill.runtime.v1.UnpackEmptyRequest
-	47,  // 115: rill.runtime.v1.RuntimeService.GenerateMetricsViewFile:input_type -> rill.runtime.v1.GenerateMetricsViewFileRequest
-	49,  // 116: rill.runtime.v1.RuntimeService.GenerateCanvasFile:input_type -> rill.runtime.v1.GenerateCanvasFileRequest
-	51,  // 117: rill.runtime.v1.RuntimeService.QueryResolver:input_type -> rill.runtime.v1.QueryResolverRequest
-	55,  // 118: rill.runtime.v1.RuntimeService.GetLogs:input_type -> rill.runtime.v1.GetLogsRequest
-	57,  // 119: rill.runtime.v1.RuntimeService.WatchLogs:input_type -> rill.runtime.v1.WatchLogsRequest
-	59,  // 120: rill.runtime.v1.RuntimeService.ListResources:input_type -> rill.runtime.v1.ListResourcesRequest
-	61,  // 121: rill.runtime.v1.RuntimeService.WatchResources:input_type -> rill.runtime.v1.WatchResourcesRequest
-	63,  // 122: rill.runtime.v1.RuntimeService.GetResource:input_type -> rill.runtime.v1.GetResourceRequest
-	65,  // 123: rill.runtime.v1.RuntimeService.GetExplore:input_type -> rill.runtime.v1.GetExploreRequest
-	67,  // 124: rill.runtime.v1.RuntimeService.GetModelPartitions:input_type -> rill.runtime.v1.GetModelPartitionsRequest
-	69,  // 125: rill.runtime.v1.RuntimeService.CreateTrigger:input_type -> rill.runtime.v1.CreateTriggerRequest
-	73,  // 126: rill.runtime.v1.RuntimeService.ListConnectorDrivers:input_type -> rill.runtime.v1.ListConnectorDriversRequest
-	75,  // 127: rill.runtime.v1.RuntimeService.AnalyzeConnectors:input_type -> rill.runtime.v1.AnalyzeConnectorsRequest
-	77,  // 128: rill.runtime.v1.RuntimeService.ListNotifierConnectors:input_type -> rill.runtime.v1.ListNotifierConnectorsRequest
-	84,  // 129: rill.runtime.v1.RuntimeService.ListConversations:input_type -> rill.runtime.v1.ListConversationsRequest
-	86,  // 130: rill.runtime.v1.RuntimeService.GetConversation:input_type -> rill.runtime.v1.GetConversationRequest
-	88,  // 131: rill.runtime.v1.RuntimeService.ShareConversation:input_type -> rill.runtime.v1.ShareConversationRequest
-	90,  // 132: rill.runtime.v1.RuntimeService.ForkConversation:input_type -> rill.runtime.v1.ForkConversationRequest
-	92,  // 133: rill.runtime.v1.RuntimeService.ListTools:input_type -> rill.runtime.v1.ListToolsRequest
-	94,  // 134: rill.runtime.v1.RuntimeService.Complete:input_type -> rill.runtime.v1.CompleteRequest
-	96,  // 135: rill.runtime.v1.RuntimeService.CompleteStreaming:input_type -> rill.runtime.v1.CompleteStreamingRequest
-	98,  // 136: rill.runtime.v1.RuntimeService.GetAIMessage:input_type -> rill.runtime.v1.GetAIMessageRequest
-	100, // 137: rill.runtime.v1.RuntimeService.IssueDevJWT:input_type -> rill.runtime.v1.IssueDevJWTRequest
-	102, // 138: rill.runtime.v1.RuntimeService.AnalyzeVariables:input_type -> rill.runtime.v1.AnalyzeVariablesRequest
-	105, // 139: rill.runtime.v1.RuntimeService.ListGitCommits:input_type -> rill.runtime.v1.ListGitCommitsRequest
-	108, // 140: rill.runtime.v1.RuntimeService.GitStatus:input_type -> rill.runtime.v1.GitStatusRequest
-	110, // 141: rill.runtime.v1.RuntimeService.ListGitBranches:input_type -> rill.runtime.v1.ListGitBranchesRequest
-	113, // 142: rill.runtime.v1.RuntimeService.GitCommit:input_type -> rill.runtime.v1.GitCommitRequest
-	115, // 143: rill.runtime.v1.RuntimeService.RestoreGitCommit:input_type -> rill.runtime.v1.RestoreGitCommitRequest
-	117, // 144: rill.runtime.v1.RuntimeService.GitMergeToBranch:input_type -> rill.runtime.v1.GitMergeToBranchRequest
-	119, // 145: rill.runtime.v1.RuntimeService.GitSwitchBranch:input_type -> rill.runtime.v1.GitSwitchBranchRequest
-	121, // 146: rill.runtime.v1.RuntimeService.GitPull:input_type -> rill.runtime.v1.GitPullRequest
-	123, // 147: rill.runtime.v1.RuntimeService.GitPush:input_type -> rill.runtime.v1.GitPushRequest
-	125, // 148: rill.runtime.v1.RuntimeService.PushEnv:input_type -> rill.runtime.v1.PushEnvRequest
-	5,   // 149: rill.runtime.v1.RuntimeService.Ping:output_type -> rill.runtime.v1.PingResponse
-	7,   // 150: rill.runtime.v1.RuntimeService.Health:output_type -> rill.runtime.v1.HealthResponse
-	9,   // 151: rill.runtime.v1.RuntimeService.InstanceHealth:output_type -> rill.runtime.v1.InstanceHealthResponse
-	14,  // 152: rill.runtime.v1.RuntimeService.ListInstances:output_type -> rill.runtime.v1.ListInstancesResponse
-	16,  // 153: rill.runtime.v1.RuntimeService.GetInstance:output_type -> rill.runtime.v1.GetInstanceResponse
-	18,  // 154: rill.runtime.v1.RuntimeService.CreateInstance:output_type -> rill.runtime.v1.CreateInstanceResponse
-	22,  // 155: rill.runtime.v1.RuntimeService.EditInstance:output_type -> rill.runtime.v1.EditInstanceResponse
-	20,  // 156: rill.runtime.v1.RuntimeService.DeleteInstance:output_type -> rill.runtime.v1.DeleteInstanceResponse
-	24,  // 157: rill.runtime.v1.RuntimeService.ReloadConfig:output_type -> rill.runtime.v1.ReloadConfigResponse
-	26,  // 158: rill.runtime.v1.RuntimeService.ListFiles:output_type -> rill.runtime.v1.ListFilesResponse
-	29,  // 159: rill.runtime.v1.RuntimeService.WatchFiles:output_type -> rill.runtime.v1.WatchFilesResponse
-	31,  // 160: rill.runtime.v1.RuntimeService.GetFile:output_type -> rill.runtime.v1.GetFileResponse
-	33,  // 161: rill.runtime.v1.RuntimeService.PutFile:output_type -> rill.runtime.v1.PutFileResponse
-	35,  // 162: rill.runtime.v1.RuntimeService.CreateDirectory:output_type -> rill.runtime.v1.CreateDirectoryResponse
-	37,  // 163: rill.runtime.v1.RuntimeService.DeleteFile:output_type -> rill.runtime.v1.DeleteFileResponse
-	39,  // 164: rill.runtime.v1.RuntimeService.RenameFile:output_type -> rill.runtime.v1.RenameFileResponse
-	42,  // 165: rill.runtime.v1.RuntimeService.ListExamples:output_type -> rill.runtime.v1.ListExamplesResponse
-	44,  // 166: rill.runtime.v1.RuntimeService.UnpackExample:output_type -> rill.runtime.v1.UnpackExampleResponse
-	46,  // 167: rill.runtime.v1.RuntimeService.UnpackEmpty:output_type -> rill.runtime.v1.UnpackEmptyResponse
-	48,  // 168: rill.runtime.v1.RuntimeService.GenerateMetricsViewFile:output_type -> rill.runtime.v1.GenerateMetricsViewFileResponse
-	50,  // 169: rill.runtime.v1.RuntimeService.GenerateCanvasFile:output_type -> rill.runtime.v1.GenerateCanvasFileResponse
-	52,  // 170: rill.runtime.v1.RuntimeService.QueryResolver:output_type -> rill.runtime.v1.QueryResolverResponse
-	56,  // 171: rill.runtime.v1.RuntimeService.GetLogs:output_type -> rill.runtime.v1.GetLogsResponse
-	58,  // 172: rill.runtime.v1.RuntimeService.WatchLogs:output_type -> rill.runtime.v1.WatchLogsResponse
-	60,  // 173: rill.runtime.v1.RuntimeService.ListResources:output_type -> rill.runtime.v1.ListResourcesResponse
-	62,  // 174: rill.runtime.v1.RuntimeService.WatchResources:output_type -> rill.runtime.v1.WatchResourcesResponse
-	64,  // 175: rill.runtime.v1.RuntimeService.GetResource:output_type -> rill.runtime.v1.GetResourceResponse
-	66,  // 176: rill.runtime.v1.RuntimeService.GetExplore:output_type -> rill.runtime.v1.GetExploreResponse
-	68,  // 177: rill.runtime.v1.RuntimeService.GetModelPartitions:output_type -> rill.runtime.v1.GetModelPartitionsResponse
-	70,  // 178: rill.runtime.v1.RuntimeService.CreateTrigger:output_type -> rill.runtime.v1.CreateTriggerResponse
-	74,  // 179: rill.runtime.v1.RuntimeService.ListConnectorDrivers:output_type -> rill.runtime.v1.ListConnectorDriversResponse
-	76,  // 180: rill.runtime.v1.RuntimeService.AnalyzeConnectors:output_type -> rill.runtime.v1.AnalyzeConnectorsResponse
-	78,  // 181: rill.runtime.v1.RuntimeService.ListNotifierConnectors:output_type -> rill.runtime.v1.ListNotifierConnectorsResponse
-	85,  // 182: rill.runtime.v1.RuntimeService.ListConversations:output_type -> rill.runtime.v1.ListConversationsResponse
-	87,  // 183: rill.runtime.v1.RuntimeService.GetConversation:output_type -> rill.runtime.v1.GetConversationResponse
-	89,  // 184: rill.runtime.v1.RuntimeService.ShareConversation:output_type -> rill.runtime.v1.ShareConversationResponse
-	91,  // 185: rill.runtime.v1.RuntimeService.ForkConversation:output_type -> rill.runtime.v1.ForkConversationResponse
-	93,  // 186: rill.runtime.v1.RuntimeService.ListTools:output_type -> rill.runtime.v1.ListToolsResponse
-	95,  // 187: rill.runtime.v1.RuntimeService.Complete:output_type -> rill.runtime.v1.CompleteResponse
-	97,  // 188: rill.runtime.v1.RuntimeService.CompleteStreaming:output_type -> rill.runtime.v1.CompleteStreamingResponse
-	99,  // 189: rill.runtime.v1.RuntimeService.GetAIMessage:output_type -> rill.runtime.v1.GetAIMessageResponse
-	101, // 190: rill.runtime.v1.RuntimeService.IssueDevJWT:output_type -> rill.runtime.v1.IssueDevJWTResponse
-	103, // 191: rill.runtime.v1.RuntimeService.AnalyzeVariables:output_type -> rill.runtime.v1.AnalyzeVariablesResponse
-	106, // 192: rill.runtime.v1.RuntimeService.ListGitCommits:output_type -> rill.runtime.v1.ListGitCommitsResponse
-	109, // 193: rill.runtime.v1.RuntimeService.GitStatus:output_type -> rill.runtime.v1.GitStatusResponse
-	111, // 194: rill.runtime.v1.RuntimeService.ListGitBranches:output_type -> rill.runtime.v1.ListGitBranchesResponse
-	114, // 195: rill.runtime.v1.RuntimeService.GitCommit:output_type -> rill.runtime.v1.GitCommitResponse
-	116, // 196: rill.runtime.v1.RuntimeService.RestoreGitCommit:output_type -> rill.runtime.v1.RestoreGitCommitResponse
-	118, // 197: rill.runtime.v1.RuntimeService.GitMergeToBranch:output_type -> rill.runtime.v1.GitMergeToBranchResponse
-	120, // 198: rill.runtime.v1.RuntimeService.GitSwitchBranch:output_type -> rill.runtime.v1.GitSwitchBranchResponse
-	122, // 199: rill.runtime.v1.RuntimeService.GitPull:output_type -> rill.runtime.v1.GitPullResponse
-	124, // 200: rill.runtime.v1.RuntimeService.GitPush:output_type -> rill.runtime.v1.GitPushResponse
-	126, // 201: rill.runtime.v1.RuntimeService.PushEnv:output_type -> rill.runtime.v1.PushEnvResponse
-	149, // [149:202] is the sub-list for method output_type
-	96,  // [96:149] is the sub-list for method input_type
-	96,  // [96:96] is the sub-list for extension type_name
-	96,  // [96:96] is the sub-list for extension extendee
-	0,   // [0:96] is the sub-list for field type_name
+	80,  // 87: rill.runtime.v1.GetAIMessageResponse.result:type_name -> rill.runtime.v1.Message
+	140, // 88: rill.runtime.v1.IssueDevJWTRequest.attributes:type_name -> google.protobuf.Struct
+	104, // 89: rill.runtime.v1.AnalyzeVariablesResponse.variables:type_name -> rill.runtime.v1.AnalyzedVariable
+	143, // 90: rill.runtime.v1.AnalyzedVariable.used_by:type_name -> rill.runtime.v1.ResourceName
+	107, // 91: rill.runtime.v1.ListGitCommitsResponse.commits:type_name -> rill.runtime.v1.GitCommit
+	139, // 92: rill.runtime.v1.GitCommit.committed_on:type_name -> google.protobuf.Timestamp
+	112, // 93: rill.runtime.v1.ListGitBranchesResponse.branches:type_name -> rill.runtime.v1.GitBranch
+	10,  // 94: rill.runtime.v1.HealthResponse.InstancesHealthEntry.value:type_name -> rill.runtime.v1.InstanceHealth
+	3,   // 95: rill.runtime.v1.ConnectorDriver.Property.type:type_name -> rill.runtime.v1.ConnectorDriver.Property.Type
+	146, // 96: rill.runtime.v1.AnalystAgentContext.WherePerMetricsViewEntry.value:type_name -> rill.runtime.v1.Expression
+	4,   // 97: rill.runtime.v1.RuntimeService.Ping:input_type -> rill.runtime.v1.PingRequest
+	6,   // 98: rill.runtime.v1.RuntimeService.Health:input_type -> rill.runtime.v1.HealthRequest
+	8,   // 99: rill.runtime.v1.RuntimeService.InstanceHealth:input_type -> rill.runtime.v1.InstanceHealthRequest
+	13,  // 100: rill.runtime.v1.RuntimeService.ListInstances:input_type -> rill.runtime.v1.ListInstancesRequest
+	15,  // 101: rill.runtime.v1.RuntimeService.GetInstance:input_type -> rill.runtime.v1.GetInstanceRequest
+	17,  // 102: rill.runtime.v1.RuntimeService.CreateInstance:input_type -> rill.runtime.v1.CreateInstanceRequest
+	21,  // 103: rill.runtime.v1.RuntimeService.EditInstance:input_type -> rill.runtime.v1.EditInstanceRequest
+	19,  // 104: rill.runtime.v1.RuntimeService.DeleteInstance:input_type -> rill.runtime.v1.DeleteInstanceRequest
+	23,  // 105: rill.runtime.v1.RuntimeService.ReloadConfig:input_type -> rill.runtime.v1.ReloadConfigRequest
+	25,  // 106: rill.runtime.v1.RuntimeService.ListFiles:input_type -> rill.runtime.v1.ListFilesRequest
+	28,  // 107: rill.runtime.v1.RuntimeService.WatchFiles:input_type -> rill.runtime.v1.WatchFilesRequest
+	30,  // 108: rill.runtime.v1.RuntimeService.GetFile:input_type -> rill.runtime.v1.GetFileRequest
+	32,  // 109: rill.runtime.v1.RuntimeService.PutFile:input_type -> rill.runtime.v1.PutFileRequest
+	34,  // 110: rill.runtime.v1.RuntimeService.CreateDirectory:input_type -> rill.runtime.v1.CreateDirectoryRequest
+	36,  // 111: rill.runtime.v1.RuntimeService.DeleteFile:input_type -> rill.runtime.v1.DeleteFileRequest
+	38,  // 112: rill.runtime.v1.RuntimeService.RenameFile:input_type -> rill.runtime.v1.RenameFileRequest
+	41,  // 113: rill.runtime.v1.RuntimeService.ListExamples:input_type -> rill.runtime.v1.ListExamplesRequest
+	43,  // 114: rill.runtime.v1.RuntimeService.UnpackExample:input_type -> rill.runtime.v1.UnpackExampleRequest
+	45,  // 115: rill.runtime.v1.RuntimeService.UnpackEmpty:input_type -> rill.runtime.v1.UnpackEmptyRequest
+	47,  // 116: rill.runtime.v1.RuntimeService.GenerateMetricsViewFile:input_type -> rill.runtime.v1.GenerateMetricsViewFileRequest
+	49,  // 117: rill.runtime.v1.RuntimeService.GenerateCanvasFile:input_type -> rill.runtime.v1.GenerateCanvasFileRequest
+	51,  // 118: rill.runtime.v1.RuntimeService.QueryResolver:input_type -> rill.runtime.v1.QueryResolverRequest
+	55,  // 119: rill.runtime.v1.RuntimeService.GetLogs:input_type -> rill.runtime.v1.GetLogsRequest
+	57,  // 120: rill.runtime.v1.RuntimeService.WatchLogs:input_type -> rill.runtime.v1.WatchLogsRequest
+	59,  // 121: rill.runtime.v1.RuntimeService.ListResources:input_type -> rill.runtime.v1.ListResourcesRequest
+	61,  // 122: rill.runtime.v1.RuntimeService.WatchResources:input_type -> rill.runtime.v1.WatchResourcesRequest
+	63,  // 123: rill.runtime.v1.RuntimeService.GetResource:input_type -> rill.runtime.v1.GetResourceRequest
+	65,  // 124: rill.runtime.v1.RuntimeService.GetExplore:input_type -> rill.runtime.v1.GetExploreRequest
+	67,  // 125: rill.runtime.v1.RuntimeService.GetModelPartitions:input_type -> rill.runtime.v1.GetModelPartitionsRequest
+	69,  // 126: rill.runtime.v1.RuntimeService.CreateTrigger:input_type -> rill.runtime.v1.CreateTriggerRequest
+	73,  // 127: rill.runtime.v1.RuntimeService.ListConnectorDrivers:input_type -> rill.runtime.v1.ListConnectorDriversRequest
+	75,  // 128: rill.runtime.v1.RuntimeService.AnalyzeConnectors:input_type -> rill.runtime.v1.AnalyzeConnectorsRequest
+	77,  // 129: rill.runtime.v1.RuntimeService.ListNotifierConnectors:input_type -> rill.runtime.v1.ListNotifierConnectorsRequest
+	84,  // 130: rill.runtime.v1.RuntimeService.ListConversations:input_type -> rill.runtime.v1.ListConversationsRequest
+	86,  // 131: rill.runtime.v1.RuntimeService.GetConversation:input_type -> rill.runtime.v1.GetConversationRequest
+	88,  // 132: rill.runtime.v1.RuntimeService.ShareConversation:input_type -> rill.runtime.v1.ShareConversationRequest
+	90,  // 133: rill.runtime.v1.RuntimeService.ForkConversation:input_type -> rill.runtime.v1.ForkConversationRequest
+	92,  // 134: rill.runtime.v1.RuntimeService.ListTools:input_type -> rill.runtime.v1.ListToolsRequest
+	94,  // 135: rill.runtime.v1.RuntimeService.Complete:input_type -> rill.runtime.v1.CompleteRequest
+	96,  // 136: rill.runtime.v1.RuntimeService.CompleteStreaming:input_type -> rill.runtime.v1.CompleteStreamingRequest
+	98,  // 137: rill.runtime.v1.RuntimeService.GetAIMessage:input_type -> rill.runtime.v1.GetAIMessageRequest
+	100, // 138: rill.runtime.v1.RuntimeService.IssueDevJWT:input_type -> rill.runtime.v1.IssueDevJWTRequest
+	102, // 139: rill.runtime.v1.RuntimeService.AnalyzeVariables:input_type -> rill.runtime.v1.AnalyzeVariablesRequest
+	105, // 140: rill.runtime.v1.RuntimeService.ListGitCommits:input_type -> rill.runtime.v1.ListGitCommitsRequest
+	108, // 141: rill.runtime.v1.RuntimeService.GitStatus:input_type -> rill.runtime.v1.GitStatusRequest
+	110, // 142: rill.runtime.v1.RuntimeService.ListGitBranches:input_type -> rill.runtime.v1.ListGitBranchesRequest
+	113, // 143: rill.runtime.v1.RuntimeService.GitCommit:input_type -> rill.runtime.v1.GitCommitRequest
+	115, // 144: rill.runtime.v1.RuntimeService.RestoreGitCommit:input_type -> rill.runtime.v1.RestoreGitCommitRequest
+	117, // 145: rill.runtime.v1.RuntimeService.GitMergeToBranch:input_type -> rill.runtime.v1.GitMergeToBranchRequest
+	119, // 146: rill.runtime.v1.RuntimeService.GitSwitchBranch:input_type -> rill.runtime.v1.GitSwitchBranchRequest
+	121, // 147: rill.runtime.v1.RuntimeService.GitPull:input_type -> rill.runtime.v1.GitPullRequest
+	123, // 148: rill.runtime.v1.RuntimeService.GitPush:input_type -> rill.runtime.v1.GitPushRequest
+	125, // 149: rill.runtime.v1.RuntimeService.PushEnv:input_type -> rill.runtime.v1.PushEnvRequest
+	5,   // 150: rill.runtime.v1.RuntimeService.Ping:output_type -> rill.runtime.v1.PingResponse
+	7,   // 151: rill.runtime.v1.RuntimeService.Health:output_type -> rill.runtime.v1.HealthResponse
+	9,   // 152: rill.runtime.v1.RuntimeService.InstanceHealth:output_type -> rill.runtime.v1.InstanceHealthResponse
+	14,  // 153: rill.runtime.v1.RuntimeService.ListInstances:output_type -> rill.runtime.v1.ListInstancesResponse
+	16,  // 154: rill.runtime.v1.RuntimeService.GetInstance:output_type -> rill.runtime.v1.GetInstanceResponse
+	18,  // 155: rill.runtime.v1.RuntimeService.CreateInstance:output_type -> rill.runtime.v1.CreateInstanceResponse
+	22,  // 156: rill.runtime.v1.RuntimeService.EditInstance:output_type -> rill.runtime.v1.EditInstanceResponse
+	20,  // 157: rill.runtime.v1.RuntimeService.DeleteInstance:output_type -> rill.runtime.v1.DeleteInstanceResponse
+	24,  // 158: rill.runtime.v1.RuntimeService.ReloadConfig:output_type -> rill.runtime.v1.ReloadConfigResponse
+	26,  // 159: rill.runtime.v1.RuntimeService.ListFiles:output_type -> rill.runtime.v1.ListFilesResponse
+	29,  // 160: rill.runtime.v1.RuntimeService.WatchFiles:output_type -> rill.runtime.v1.WatchFilesResponse
+	31,  // 161: rill.runtime.v1.RuntimeService.GetFile:output_type -> rill.runtime.v1.GetFileResponse
+	33,  // 162: rill.runtime.v1.RuntimeService.PutFile:output_type -> rill.runtime.v1.PutFileResponse
+	35,  // 163: rill.runtime.v1.RuntimeService.CreateDirectory:output_type -> rill.runtime.v1.CreateDirectoryResponse
+	37,  // 164: rill.runtime.v1.RuntimeService.DeleteFile:output_type -> rill.runtime.v1.DeleteFileResponse
+	39,  // 165: rill.runtime.v1.RuntimeService.RenameFile:output_type -> rill.runtime.v1.RenameFileResponse
+	42,  // 166: rill.runtime.v1.RuntimeService.ListExamples:output_type -> rill.runtime.v1.ListExamplesResponse
+	44,  // 167: rill.runtime.v1.RuntimeService.UnpackExample:output_type -> rill.runtime.v1.UnpackExampleResponse
+	46,  // 168: rill.runtime.v1.RuntimeService.UnpackEmpty:output_type -> rill.runtime.v1.UnpackEmptyResponse
+	48,  // 169: rill.runtime.v1.RuntimeService.GenerateMetricsViewFile:output_type -> rill.runtime.v1.GenerateMetricsViewFileResponse
+	50,  // 170: rill.runtime.v1.RuntimeService.GenerateCanvasFile:output_type -> rill.runtime.v1.GenerateCanvasFileResponse
+	52,  // 171: rill.runtime.v1.RuntimeService.QueryResolver:output_type -> rill.runtime.v1.QueryResolverResponse
+	56,  // 172: rill.runtime.v1.RuntimeService.GetLogs:output_type -> rill.runtime.v1.GetLogsResponse
+	58,  // 173: rill.runtime.v1.RuntimeService.WatchLogs:output_type -> rill.runtime.v1.WatchLogsResponse
+	60,  // 174: rill.runtime.v1.RuntimeService.ListResources:output_type -> rill.runtime.v1.ListResourcesResponse
+	62,  // 175: rill.runtime.v1.RuntimeService.WatchResources:output_type -> rill.runtime.v1.WatchResourcesResponse
+	64,  // 176: rill.runtime.v1.RuntimeService.GetResource:output_type -> rill.runtime.v1.GetResourceResponse
+	66,  // 177: rill.runtime.v1.RuntimeService.GetExplore:output_type -> rill.runtime.v1.GetExploreResponse
+	68,  // 178: rill.runtime.v1.RuntimeService.GetModelPartitions:output_type -> rill.runtime.v1.GetModelPartitionsResponse
+	70,  // 179: rill.runtime.v1.RuntimeService.CreateTrigger:output_type -> rill.runtime.v1.CreateTriggerResponse
+	74,  // 180: rill.runtime.v1.RuntimeService.ListConnectorDrivers:output_type -> rill.runtime.v1.ListConnectorDriversResponse
+	76,  // 181: rill.runtime.v1.RuntimeService.AnalyzeConnectors:output_type -> rill.runtime.v1.AnalyzeConnectorsResponse
+	78,  // 182: rill.runtime.v1.RuntimeService.ListNotifierConnectors:output_type -> rill.runtime.v1.ListNotifierConnectorsResponse
+	85,  // 183: rill.runtime.v1.RuntimeService.ListConversations:output_type -> rill.runtime.v1.ListConversationsResponse
+	87,  // 184: rill.runtime.v1.RuntimeService.GetConversation:output_type -> rill.runtime.v1.GetConversationResponse
+	89,  // 185: rill.runtime.v1.RuntimeService.ShareConversation:output_type -> rill.runtime.v1.ShareConversationResponse
+	91,  // 186: rill.runtime.v1.RuntimeService.ForkConversation:output_type -> rill.runtime.v1.ForkConversationResponse
+	93,  // 187: rill.runtime.v1.RuntimeService.ListTools:output_type -> rill.runtime.v1.ListToolsResponse
+	95,  // 188: rill.runtime.v1.RuntimeService.Complete:output_type -> rill.runtime.v1.CompleteResponse
+	97,  // 189: rill.runtime.v1.RuntimeService.CompleteStreaming:output_type -> rill.runtime.v1.CompleteStreamingResponse
+	99,  // 190: rill.runtime.v1.RuntimeService.GetAIMessage:output_type -> rill.runtime.v1.GetAIMessageResponse
+	101, // 191: rill.runtime.v1.RuntimeService.IssueDevJWT:output_type -> rill.runtime.v1.IssueDevJWTResponse
+	103, // 192: rill.runtime.v1.RuntimeService.AnalyzeVariables:output_type -> rill.runtime.v1.AnalyzeVariablesResponse
+	106, // 193: rill.runtime.v1.RuntimeService.ListGitCommits:output_type -> rill.runtime.v1.ListGitCommitsResponse
+	109, // 194: rill.runtime.v1.RuntimeService.GitStatus:output_type -> rill.runtime.v1.GitStatusResponse
+	111, // 195: rill.runtime.v1.RuntimeService.ListGitBranches:output_type -> rill.runtime.v1.ListGitBranchesResponse
+	114, // 196: rill.runtime.v1.RuntimeService.GitCommit:output_type -> rill.runtime.v1.GitCommitResponse
+	116, // 197: rill.runtime.v1.RuntimeService.RestoreGitCommit:output_type -> rill.runtime.v1.RestoreGitCommitResponse
+	118, // 198: rill.runtime.v1.RuntimeService.GitMergeToBranch:output_type -> rill.runtime.v1.GitMergeToBranchResponse
+	120, // 199: rill.runtime.v1.RuntimeService.GitSwitchBranch:output_type -> rill.runtime.v1.GitSwitchBranchResponse
+	122, // 200: rill.runtime.v1.RuntimeService.GitPull:output_type -> rill.runtime.v1.GitPullResponse
+	124, // 201: rill.runtime.v1.RuntimeService.GitPush:output_type -> rill.runtime.v1.GitPushResponse
+	126, // 202: rill.runtime.v1.RuntimeService.PushEnv:output_type -> rill.runtime.v1.PushEnvResponse
+	150, // [150:203] is the sub-list for method output_type
+	97,  // [97:150] is the sub-list for method input_type
+	97,  // [97:97] is the sub-list for extension type_name
+	97,  // [97:97] is the sub-list for extension extendee
+	0,   // [0:97] is the sub-list for field type_name
 }
 
 func init() { file_rill_runtime_v1_api_proto_init() }
diff --git a/proto/gen/rill/runtime/v1/api.pb.validate.go b/proto/gen/rill/runtime/v1/api.pb.validate.go
index f0bace1a9ec8..36e60e933c25 100644
--- a/proto/gen/rill/runtime/v1/api.pb.validate.go
+++ b/proto/gen/rill/runtime/v1/api.pb.validate.go
@@ -12830,6 +12830,35 @@ func (m *GetAIMessageResponse) validate(all bool) error {
 		}
 	}
 
+	if all {
+		switch v := interface{}(m.GetResult()).(type) {
+		case interface{ ValidateAll() error }:
+			if err := v.ValidateAll(); err != nil {
+				errors = append(errors, GetAIMessageResponseValidationError{
+					field:  "Result",
+					reason: "embedded message failed validation",
+					cause:  err,
+				})
+			}
+		case interface{ Validate() error }:
+			if err := v.Validate(); err != nil {
+				errors = append(errors, GetAIMessageResponseValidationError{
+					field:  "Result",
+					reason: "embedded message failed validation",
+					cause:  err,
+				})
+			}
+		}
+	} else if v, ok := interface{}(m.GetResult()).(interface{ Validate() error }); ok {
+		if err := v.Validate(); err != nil {
+			return GetAIMessageResponseValidationError{
+				field:  "Result",
+				reason: "embedded message failed validation",
+				cause:  err,
+			}
+		}
+	}
+
 	if len(errors) > 0 {
 		return GetAIMessageResponseMultiError(errors)
 	}
diff --git a/proto/gen/rill/runtime/v1/runtime.swagger.yaml b/proto/gen/rill/runtime/v1/runtime.swagger.yaml
index 76eb573d644c..b78a9b7c9fdb 100644
--- a/proto/gen/rill/runtime/v1/runtime.swagger.yaml
+++ b/proto/gen/rill/runtime/v1/runtime.swagger.yaml
@@ -5432,6 +5432,8 @@ definitions:
     properties:
       message:
         $ref: '#/definitions/v1Message'
+      result:
+        $ref: '#/definitions/v1Message'
     title: Response message for RuntimeService.GetAIMessage
   v1GetConversationResponse:
     type: object
diff --git a/proto/rill/runtime/v1/api.proto b/proto/rill/runtime/v1/api.proto
index a1a3871b2e83..fb658139cfdf 100644
--- a/proto/rill/runtime/v1/api.proto
+++ b/proto/rill/runtime/v1/api.proto
@@ -1216,6 +1216,7 @@ message GetAIMessageRequest {
 // Response message for RuntimeService.GetAIMessage
 message GetAIMessageResponse {
   Message message = 1;
+  Message result = 2;
 }
 
 // **********
diff --git a/runtime/ai/metrics_view_get.go b/runtime/ai/metrics_view_get.go
index ebdc1868f639..659dbd922e18 100644
--- a/runtime/ai/metrics_view_get.go
+++ b/runtime/ai/metrics_view_get.go
@@ -53,39 +53,48 @@ func (t *GetMetricsView) CheckAccess(ctx context.Context) (bool, error) {
 func (t *GetMetricsView) Handler(ctx context.Context, args *GetMetricsViewArgs) (*GetMetricsViewResult, error) {
 	session := GetSession(ctx)
 
-	ctrl, err := t.Runtime.Controller(ctx, session.InstanceID())
+	mvSpec, err := resolveMetricsView(ctx, t.Runtime, session, args.MetricsView)
 	if err != nil {
 		return nil, err
 	}
 
-	r, err := ctrl.Get(ctx, &runtimev1.ResourceName{Kind: runtime.ResourceKindMetricsView, Name: args.MetricsView}, false)
+	specJSON, err := protojson.Marshal(mvSpec)
 	if err != nil {
 		return nil, err
 	}
-
-	r, access, err := t.Runtime.ApplySecurityPolicy(ctx, session.InstanceID(), session.Claims(), r)
+	var specMap map[string]any
+	err = json.Unmarshal(specJSON, &specMap)
 	if err != nil {
 		return nil, err
 	}
-	if !access {
-		return nil, fmt.Errorf("resource not found")
-	}
 
-	if r.GetMetricsView().State.ValidSpec == nil {
-		return nil, fmt.Errorf("metrics view %q is invalid", args.MetricsView)
+	return &GetMetricsViewResult{
+		Spec: specMap,
+	}, nil
+}
+
+func resolveMetricsView(ctx context.Context, rt *runtime.Runtime, session *Session, metricsView string) (*runtimev1.MetricsViewSpec, error) {
+	ctrl, err := rt.Controller(ctx, session.InstanceID())
+	if err != nil {
+		return nil, err
 	}
 
-	specJSON, err := protojson.Marshal(r.GetMetricsView().State.ValidSpec)
+	r, err := ctrl.Get(ctx, &runtimev1.ResourceName{Kind: runtime.ResourceKindMetricsView, Name: metricsView}, false)
 	if err != nil {
 		return nil, err
 	}
-	var specMap map[string]any
-	err = json.Unmarshal(specJSON, &specMap)
+
+	r, access, err := rt.ApplySecurityPolicy(ctx, session.InstanceID(), session.Claims(), r)
 	if err != nil {
 		return nil, err
 	}
+	if !access {
+		return nil, fmt.Errorf("resource not found")
+	}
 
-	return &GetMetricsViewResult{
-		Spec: specMap,
-	}, nil
+	if r.GetMetricsView().State.ValidSpec == nil {
+		return nil, fmt.Errorf("metrics view %q is invalid", metricsView)
+	}
+
+	return r.GetMetricsView().State.ValidSpec, nil
 }
diff --git a/runtime/ai/metrics_view_query.go b/runtime/ai/metrics_view_query.go
index 61f45fcf7e7d..6fcb4c55c15a 100644
--- a/runtime/ai/metrics_view_query.go
+++ b/runtime/ai/metrics_view_query.go
@@ -10,8 +10,13 @@ import (
 
 	"github.com/google/jsonschema-go/jsonschema"
 	"github.com/modelcontextprotocol/go-sdk/mcp"
+	runtimev1 "github.com/rilldata/rill/proto/gen/rill/runtime/v1"
 	"github.com/rilldata/rill/runtime"
 	"github.com/rilldata/rill/runtime/metricsview"
+	"github.com/rilldata/rill/runtime/pkg/mapstructureutil"
+	"github.com/rilldata/rill/runtime/pkg/rilltime"
+	"github.com/rilldata/rill/runtime/pkg/timeutil"
+	"github.com/rilldata/rill/runtime/queries"
 )
 
 const QueryMetricsViewName = "query_metrics_view"
@@ -25,10 +30,11 @@ var _ Tool[QueryMetricsViewArgs, *QueryMetricsViewResult] = (*QueryMetricsView)(
 type QueryMetricsViewArgs map[string]any
 
 type QueryMetricsViewResult struct {
-	Schema            []SchemaField `json:"schema"`
-	Data              [][]any       `json:"data"`
-	OpenURL           string        `json:"open_url,omitempty"`
-	TruncationWarning string        `json:"truncation_warning,omitempty"`
+	Schema             []SchemaField            `json:"schema"`
+	Data               [][]any                  `json:"data"`
+	ResolvedTimeRanges []*metricsview.TimeRange `json:"resolved_time_ranges,omitempty"`
+	OpenURL            string                   `json:"open_url,omitempty"`
+	TruncationWarning  string                   `json:"truncation_warning,omitempty"`
 }
 
 func (t *QueryMetricsView) Spec() *mcp.Tool {
@@ -273,6 +279,12 @@ func (t *QueryMetricsView) Handler(ctx context.Context, args QueryMetricsViewArg
 		return nil, err
 	}
 
+	// Resolve time ranges and store them in the result to record the exact resolved time ranges for this tool call
+	resolvedTimeRanges, err := t.resolveTimeRanges(ctx, session, args)
+	if err != nil {
+		return nil, err
+	}
+
 	// Generate an open URL for the query
 	openURL, err := t.generateOpenURL(ctx, session.InstanceID(), session.ID(), session.ParentID)
 	if err != nil {
@@ -281,9 +293,10 @@ func (t *QueryMetricsView) Handler(ctx context.Context, args QueryMetricsViewArg
 
 	// Build the result
 	result := &QueryMetricsViewResult{
-		Schema:  schema,
-		Data:    data,
-		OpenURL: openURL,
+		Schema:             schema,
+		Data:               data,
+		OpenURL:            openURL,
+		ResolvedTimeRanges: resolvedTimeRanges,
 	}
 	if isSystemLimit && int64(len(data)) >= limit { // Add a warning if we hit the system limit
 		msg := fmt.Sprintf("The system truncated the result to %d rows", limit)
@@ -321,3 +334,79 @@ func (t *QueryMetricsView) generateOpenURL(ctx context.Context, instanceID, sess
 
 	return openURL.String(), nil
 }
+
+func (t *QueryMetricsView) resolveTimeRanges(ctx context.Context, session *Session, args map[string]any) ([]*metricsview.TimeRange, error) {
+	qry := &metricsview.Query{}
+	if err := mapstructureutil.WeakDecode(args, qry); err != nil {
+		return nil, err
+	}
+
+	if qry.TimeRange == nil {
+		return nil, nil
+	}
+
+	mvSpec, err := resolveMetricsView(ctx, t.Runtime, session, qry.MetricsView)
+	if err != nil {
+		return nil, err
+	}
+
+	ts, err := queries.ResolveTimestampResult(ctx, t.Runtime, session.InstanceID(), qry.MetricsView, qry.TimeRange.TimeDimension, session.Claims(), 0)
+	if err != nil {
+		return nil, err
+	}
+
+	var tz *time.Location
+	if qry.TimeZone != "" {
+		tz, err = time.LoadLocation(qry.TimeZone)
+		if err != nil {
+			return nil, err
+		}
+	}
+
+	var resolvedTimeRanges []*metricsview.TimeRange
+	tr, err := evalTimeRangeExpr(mvSpec, qry.TimeRange, ts, tz)
+	if err != nil {
+		return nil, err
+	}
+	if tr != nil {
+		resolvedTimeRanges = append(resolvedTimeRanges, tr)
+	}
+
+	ctr, err := evalTimeRangeExpr(mvSpec, qry.ComparisonTimeRange, ts, tz)
+	if err != nil {
+		return nil, err
+	}
+	if ctr != nil {
+		resolvedTimeRanges = append(resolvedTimeRanges, ctr)
+	}
+
+	return resolvedTimeRanges, nil
+}
+
+func evalTimeRangeExpr(mvSpec *runtimev1.MetricsViewSpec, timeRange *metricsview.TimeRange, ts metricsview.TimestampsResult, tz *time.Location) (*metricsview.TimeRange, error) {
+	if timeRange == nil || timeRange.Expression == "" {
+		return nil, nil
+	}
+
+	expr, err := rilltime.Parse(timeRange.Expression, rilltime.ParseOptions{
+		TimeZoneOverride: tz,
+		SmallestGrain:    timeutil.TimeGrainFromAPI(mvSpec.SmallestTimeGrain),
+	})
+	if err != nil {
+		return nil, fmt.Errorf("error parsing time range %s: %w", timeRange.Expression, err)
+	}
+
+	start, end, _ := expr.Eval(rilltime.EvalOptions{
+		Now:        time.Now(),
+		MinTime:    ts.Min,
+		MaxTime:    ts.Max,
+		Watermark:  ts.Watermark,
+		FirstDay:   int(mvSpec.FirstDayOfWeek),
+		FirstMonth: int(mvSpec.FirstMonthOfYear),
+	})
+	return &metricsview.TimeRange{
+		Expression: timeRange.Expression,
+		Start:      start,
+		End:        end,
+	}, nil
+}
diff --git a/runtime/ai/metrics_view_query_test.go b/runtime/ai/metrics_view_query_test.go
index bb5b2fb7b414..7860f3998fb0 100644
--- a/runtime/ai/metrics_view_query_test.go
+++ b/runtime/ai/metrics_view_query_test.go
@@ -175,3 +175,82 @@ cache:
 	require.Equal(t, nil, res.Data[0][0])
 	require.Equal(t, nil, res.Data[0][1])
 }
+
+func TestMetricsViewQueryResolvedTimeRanges(t *testing.T) {
+	// Setup a metrics view with a time dimension. The watermark defaults to the max event_time, i.e. 2025-05-13T00:00:00Z.
+	rt, instanceID := testruntime.NewInstanceWithOptions(t, testruntime.InstanceOptions{
+		Files: map[string]string{
+			"test_data.sql": `
+SELECT '2025-05-10T00:00:00Z'::TIMESTAMP AS event_time, 'US' AS country, 100 AS revenue
+UNION ALL
+SELECT '2025-05-11T00:00:00Z'::TIMESTAMP AS event_time, 'US' AS country, 200 AS revenue
+UNION ALL
+SELECT '2025-05-12T00:00:00Z'::TIMESTAMP AS event_time, 'US' AS country, 300 AS revenue
+UNION ALL
+SELECT '2025-05-13T00:00:00Z'::TIMESTAMP AS event_time, 'US' AS country, 400 AS revenue
+`,
+			"test_metrics.yaml": `
+type: metrics_view
+model: test_data
+timeseries: event_time
+dimensions:
+- column: country
+measures:
+- name: total_revenue
+  expression: SUM(revenue)
+explore:
+  skip: true
+`,
+		},
+		Variables: map[string]string{
+			"rill.ai.require_time_range": "false",
+		},
+	})
+	testruntime.RequireReconcileState(t, rt, instanceID, 3, 0, 0)
+
+	s := newSession(t, rt, instanceID)
+
+	baseArgs := func() ai.QueryMetricsViewArgs {
+		return ai.QueryMetricsViewArgs{
+			"metrics_view": "test_metrics",
+			"dimensions":   []map[string]any{{"name": "country"}},
+			"measures":     []map[string]any{{"name": "total_revenue"}},
+		}
+	}
+
+	t.Run("no time range", func(t *testing.T) {
+		var res *ai.QueryMetricsViewResult
+		_, err := s.CallTool(t.Context(), ai.RoleUser, ai.QueryMetricsViewName, &res, baseArgs())
+		require.NoError(t, err)
+		require.Nil(t, res.ResolvedTimeRanges)
+	})
+
+	t.Run("literal start/end time range", func(t *testing.T) {
+		args := baseArgs()
+		args["time_range"] = map[string]any{
+			"start": "2025-05-10T00:00:00Z",
+			"end":   "2025-05-14T00:00:00Z",
+		}
+		var res *ai.QueryMetricsViewResult
+		_, err := s.CallTool(t.Context(), ai.RoleUser, ai.QueryMetricsViewName, &res, args)
+		require.NoError(t, err)
+		// Only expression-based time ranges are recorded in ResolvedTimeRanges.
+		require.Nil(t, res.ResolvedTimeRanges)
+	})
+
+	t.Run("expression time range and comparison", func(t *testing.T) {
+		args := baseArgs()
+		args["time_range"] = map[string]any{"expression": "1D as of watermark/D"}
+		args["comparison_time_range"] = map[string]any{"expression": "1D as of watermark/D offset -1D"}
+		var res *ai.QueryMetricsViewResult
+		_, err := s.CallTool(t.Context(), ai.RoleUser, ai.QueryMetricsViewName, &res, args)
+		require.NoError(t, err)
+		require.Len(t, res.ResolvedTimeRanges, 2)
+		require.Equal(t, "1D as of watermark/D", res.ResolvedTimeRanges[0].Expression)
+		require.Equal(t, parseTestTime(t, "2025-05-12T00:00:00Z"), res.ResolvedTimeRanges[0].Start)
+		require.Equal(t, parseTestTime(t, "2025-05-13T00:00:00Z"), res.ResolvedTimeRanges[0].End)
+		require.Equal(t, "1D as of watermark/D offset -1D", res.ResolvedTimeRanges[1].Expression)
+		require.Equal(t, parseTestTime(t, "2025-05-11T00:00:00Z"), res.ResolvedTimeRanges[1].Start)
+		require.Equal(t, parseTestTime(t, "2025-05-12T00:00:00Z"), res.ResolvedTimeRanges[1].End)
+	})
+}
diff --git a/runtime/server/chat.go b/runtime/server/chat.go
index 4e5ac2678aae..250703fa2435 100644
--- a/runtime/server/chat.go
+++ b/runtime/server/chat.go
@@ -572,8 +572,19 @@ func (s *Server) GetAIMessage(ctx context.Context, req *runtimev1.GetAIMessageRe
 		return nil, status.Errorf(codes.Internal, "failed to convert message to protobuf: %v", err)
 	}
 
+	var resPbMsg *runtimev1.Message
+	resMsg, ok := session.Message(ai.FilterByParent(req.MessageId), ai.FilterByType(ai.MessageTypeResult))
+	// Don't throw if there is no result message.
+	if ok {
+		resPbMsg, err = messageToPB(session, resMsg)
+		if err != nil {
+			return nil, status.Errorf(codes.Internal, "failed to convert message to protobuf: %v", err)
+		}
+	}
+
 	return &runtimev1.GetAIMessageResponse{
 		Message: pbMsg,
+		Result:  resPbMsg,
 	}, nil
 }
 
diff --git a/runtime/server/chat_test.go b/runtime/server/chat_test.go
index 05d066877ccf..b0ad06dc633c 100644
--- a/runtime/server/chat_test.go
+++ b/runtime/server/chat_test.go
@@ -159,6 +159,7 @@ measures:
 	})
 	require.NoError(t, err)
 	require.Equal(t, res1.Messages[0], msgRes.Message)
+	require.Equal(t, res1.Messages[5], msgRes.Result)
 
 	// Check it errors if completing a conversation that doesn't exist
 	_, err = srv.Complete(fooCtx, &runtimev1.CompleteRequest{
diff --git a/web-admin/src/routes/[organization]/[project]/-/ai/[conversationId]/message/[messageId]/+layout.ts b/web-admin/src/routes/[organization]/[project]/-/ai/[conversationId]/message/[messageId]/+layout.ts
index fa2b57fac95b..b75cf13d424b 100644
--- a/web-admin/src/routes/[organization]/[project]/-/ai/[conversationId]/message/[messageId]/+layout.ts
+++ b/web-admin/src/routes/[organization]/[project]/-/ai/[conversationId]/message/[messageId]/+layout.ts
@@ -3,9 +3,14 @@ import { fetchMessage } from "@rilldata/web-common/features/chat/core/citation-u
 export async function load({ params: { conversationId, messageId }, parent }) {
   const { runtime } = await parent();
 
-  const message = await fetchMessage(runtime, conversationId, messageId);
+  const { message, result } = await fetchMessage(
+    runtime,
+    conversationId,
+    messageId,
+  );
 
   return {
     message,
+    result,
   };
 }
diff --git a/web-admin/src/routes/[organization]/[project]/-/ai/[conversationId]/message/[messageId]/-/open/+page.ts b/web-admin/src/routes/[organization]/[project]/-/ai/[conversationId]/message/[messageId]/-/open/+page.ts
index 8ff3118f8e13..ed7a5f49f36c 100644
--- a/web-admin/src/routes/[organization]/[project]/-/ai/[conversationId]/message/[messageId]/-/open/+page.ts
+++ b/web-admin/src/routes/[organization]/[project]/-/ai/[conversationId]/message/[messageId]/-/open/+page.ts
@@ -1,15 +1,22 @@
-import { maybeGetMetricsResolverQueryFromMessage } from "@rilldata/web-common/features/chat/core/citation-url-utils.ts";
+import {
+  getResolvedTimeRangesFromMessage,
+  maybeGetMetricsResolverQueryFromMessage,
+} from "@rilldata/web-common/features/chat/core/citation-url-utils.ts";
 import { openQuery } from "@rilldata/web-common/features/explore-mappers/open-query.ts";
 import { getCloudRuntimeClient } from "@rilldata/web-admin/lib/runtime-client";
 
 export async function load({ parent, params: { organization, project } }) {
-  const { runtime, message } = await parent();
+  const { runtime, message, result } = await parent();
   const client = getCloudRuntimeClient(runtime);
 
   const query = maybeGetMetricsResolverQueryFromMessage(message);
+  const resolvedTimeRanges = result
+    ? getResolvedTimeRangesFromMessage(result)
+    : [];
 
   await openQuery({
     query,
+    resolvedTimeRanges,
     client,
     organization,
     project,
diff --git a/web-admin/src/routes/[organization]/[project]/-/open-query/+page.ts b/web-admin/src/routes/[organization]/[project]/-/open-query/+page.ts
index 11bc0dd7d8ca..6630223dea0e 100644
--- a/web-admin/src/routes/[organization]/[project]/-/open-query/+page.ts
+++ b/web-admin/src/routes/[organization]/[project]/-/open-query/+page.ts
@@ -5,12 +5,13 @@ import { getQueryFromUrl } from "@rilldata/web-common/features/chat/core/citatio
 
 export const load: PageLoad = async ({ params, url, parent }) => {
   const { runtime } = await parent();
-  const client = getCloudRuntimeClient(runtime!);
+  const client = getCloudRuntimeClient(runtime);
 
   const query = getQueryFromUrl(url);
 
   await openQuery({
     query,
+    resolvedTimeRanges: [],
     organization: params.organization,
     project: params.project,
     client,
diff --git a/web-common/src/features/chat/core/citation-url-utils.ts b/web-common/src/features/chat/core/citation-url-utils.ts
index 6a3db1bfade9..0cbc329caae9 100644
--- a/web-common/src/features/chat/core/citation-url-utils.ts
+++ b/web-common/src/features/chat/core/citation-url-utils.ts
@@ -2,7 +2,10 @@ import {
   type V1GetAIMessageResponse,
   type V1Message,
 } from "@rilldata/web-common/runtime-client";
-import type { Schema as MetricsResolverQuery } from "@rilldata/web-common/runtime-client/gen/resolvers/metrics/schema.ts";
+import type {
+  Schema as MetricsResolverQuery,
+  TimeRange,
+} from "@rilldata/web-common/runtime-client/gen/resolvers/metrics/schema.ts";
 import {
   MessageType,
   ToolName,
@@ -36,7 +39,10 @@ export async function fetchMessage(
     const toolCallResp = (await resp.json()) as V1GetAIMessageResponse;
 
     // 200 response should always have a message.
-    return toolCallResp.message!;
+    return {
+      message: toolCallResp.message!,
+      result: toolCallResp.result,
+    };
   } catch (e) {
     const apiError = e.response?.data?.message;
     // Rethrow api error. Top level message will just be InternalError
@@ -71,6 +77,18 @@ export function maybeGetMetricsResolverQueryFromMessage(message: V1Message) {
   return rawJson as MetricsResolverQuery;
 }
 
+export function getResolvedTimeRangesFromMessage(
+  resultMessage: V1Message,
+): TimeRange[] {
+  try {
+    const resultData = JSON.parse(resultMessage.contentData ?? "{}");
+    return resultData.resolved_time_ranges ?? [];
+  } catch (e) {
+    console.error("Failed to parse result message JSON", e);
+  }
+  return [];
+}
+
 const closingRoundBracketRegex = /\)$/;
 const closingCurlyBracketRegex = /}$/;
 
diff --git a/web-common/src/features/chat/core/messages/text/citation-url-mapper.ts b/web-common/src/features/chat/core/messages/text/citation-url-mapper.ts
index 845fa7931b66..f61765b133fa 100644
--- a/web-common/src/features/chat/core/messages/text/citation-url-mapper.ts
+++ b/web-common/src/features/chat/core/messages/text/citation-url-mapper.ts
@@ -5,8 +5,14 @@ import {
   type MetricsViewAndExploreSpecs,
 } from "@rilldata/web-common/features/entity-management/resource-selectors.ts";
 import { queryClient } from "@rilldata/web-common/lib/svelte-query/globalQueryClient.ts";
-import type { Schema as MetricsResolverQuery } from "@rilldata/web-common/runtime-client/gen/resolvers/metrics/schema.ts";
-import { getQueryFromUrl } from "@rilldata/web-common/features/chat/core/citation-url-utils.ts";
+import type {
+  Schema as MetricsResolverQuery,
+  TimeRange,
+} from "@rilldata/web-common/runtime-client/gen/resolvers/metrics/schema.ts";
+import {
+  getQueryFromUrl,
+  getResolvedTimeRangesFromMessage,
+} from "@rilldata/web-common/features/chat/core/citation-url-utils.ts";
 import { mapMetricsResolverQueryToDashboard } from "@rilldata/web-common/features/explore-mappers/map-metrics-resolver-query-to-dashboard.ts";
 import { maybeGetExplorePageUrlSearchParams } from "@rilldata/web-common/features/explore-mappers/utils.ts";
 import { getUrlForExplore } from "@rilldata/web-common/features/explore-mappers/generate-explore-link.ts";
@@ -91,6 +97,9 @@ export function mapMetricsResolverQueryToUrl(
   const isLegacyCitationUrl =
     LEGACY_DASHBOARD_CITATION_URL_PATHNAME_REGEX.test(url.pathname) &&
     url.searchParams.has("query");
+
+  const resolvedTimeRanges: TimeRange[] = [];
+
   if (isLegacyCitationUrl) {
     try {
       query = getQueryFromUrl(url);
@@ -112,6 +121,13 @@ export function mapMetricsResolverQueryToUrl(
       callMessage.tool === ToolName.QUERY_METRICS_VIEW;
     if (!isMetricsQueryCall) return url.href;
     query = callMessage.content?.[0]?.toolCall?.input;
+
+    const resultMessage = messages.find((m) => m.parentId === callId);
+    if (resultMessage?.contentData) {
+      resolvedTimeRanges.push(
+        ...getResolvedTimeRangesFromMessage(resultMessage),
+      );
+    }
   }
 
   const metricsViewName = query.metrics_view ?? "";
@@ -125,6 +141,7 @@ export function mapMetricsResolverQueryToUrl(
     metricsViewSpec,
     exploreSpec,
     query,
+    resolvedTimeRanges,
   );
 
   const urlSearchParams = maybeGetExplorePageUrlSearchParams(
diff --git a/web-common/src/features/explore-mappers/map-metrics-resolver-query-to-dashboard.spec.ts b/web-common/src/features/explore-mappers/map-metrics-resolver-query-to-dashboard.spec.ts
index d8ef6a67267a..36c828058eaf 100644
--- a/web-common/src/features/explore-mappers/map-metrics-resolver-query-to-dashboard.spec.ts
+++ b/web-common/src/features/explore-mappers/map-metrics-resolver-query-to-dashboard.spec.ts
@@ -33,6 +33,7 @@ import {
 import type {
   Expression,
   Schema as MetricsResolverQuery,
+  TimeRange as ResolverTimeRange,
 } from "@rilldata/web-common/runtime-client/gen/resolvers/metrics/schema.ts";
 import { describe, expect, it } from "vitest";
 
@@ -40,6 +41,7 @@ describe("mapMetricsResolverQueryToDashboard", () => {
   const TestCases: {
     title: string;
     query: MetricsResolverQuery;
+    resolvedTimeRanges?: ResolverTimeRange[];
     expectedPartialExplore: Partial<ExploreState>;
   }[] = [
     {
@@ -84,6 +86,78 @@ describe("mapMetricsResolverQueryToDashboard", () => {
       },
     },
 
+    {
+      title:
+        "rilltime expressions in time range and comparison time range are resolved from resolvedTimeRanges",
+      query: {
+        time_range: { expression: "rill-PDC" },
+        comparison_time_range: { expression: "rill-PPC" },
+        measures: [{ name: AD_BIDS_IMPRESSIONS_MEASURE }],
+        dimensions: [{ name: AD_BIDS_PUBLISHER_DIMENSION }],
+      },
+      resolvedTimeRanges: [
+        {
+          expression: "rill-PDC",
+          start: "2026-05-25T00:00:00.000Z",
+          end: "2026-05-26T00:00:00.000Z",
+        },
+        {
+          expression: "rill-PPC",
+          start: "2026-05-24T00:00:00.000Z",
+          end: "2026-05-25T00:00:00.000Z",
+        },
+      ],
+      expectedPartialExplore: {
+        activePage: DashboardState_ActivePage.DIMENSION_TABLE,
+        selectedTimeRange: {
+          name: TimeRangePreset.CUSTOM,
+          start: new Date("2026-05-25T00:00:00.000Z"),
+          end: new Date("2026-05-26T00:00:00.000Z"),
+        },
+        selectedComparisonTimeRange: {
+          name: TimeRangePreset.CUSTOM,
+          start: new Date("2026-05-24T00:00:00.000Z"),
+          end: new Date("2026-05-25T00:00:00.000Z"),
+        },
+        showTimeComparison: true,
+
+        visibleMeasures: [AD_BIDS_IMPRESSIONS_MEASURE],
+        allMeasuresVisible: false,
+        visibleDimensions: [AD_BIDS_PUBLISHER_DIMENSION],
+        allDimensionsVisible: false,
+        selectedDimensionName: AD_BIDS_PUBLISHER_DIMENSION,
+      },
+    },
+
+    {
+      title:
+        "rilltime expression in time range is preserved when not present in resolvedTimeRanges",
+      query: {
+        time_range: { expression: "rill-PDC" },
+        measures: [{ name: AD_BIDS_IMPRESSIONS_MEASURE }],
+        dimensions: [{ name: AD_BIDS_PUBLISHER_DIMENSION }],
+      },
+      resolvedTimeRanges: [
+        {
+          expression: "rill-PWC",
+          start: "2026-05-18T00:00:00.000Z",
+          end: "2026-05-25T00:00:00.000Z",
+        },
+      ],
+      expectedPartialExplore: {
+        activePage: DashboardState_ActivePage.DIMENSION_TABLE,
+        selectedTimeRange: {
+          name: "rill-PDC",
+        } as DashboardTimeControls,
+
+        visibleMeasures: [AD_BIDS_IMPRESSIONS_MEASURE],
+        allMeasuresVisible: false,
+        visibleDimensions: [AD_BIDS_PUBLISHER_DIMENSION],
+        allDimensionsVisible: false,
+        selectedDimensionName: AD_BIDS_PUBLISHER_DIMENSION,
+      },
+    },
+
     {
       title: "single measure and dimensions with additional time dimension",
       query: {
@@ -316,13 +390,19 @@ describe("mapMetricsResolverQueryToDashboard", () => {
     },
   ];
 
-  for (const { title, query, expectedPartialExplore } of TestCases) {
+  for (const {
+    title,
+    query,
+    resolvedTimeRanges,
+    expectedPartialExplore,
+  } of TestCases) {
     it(title, () => {
       expect(
         mapMetricsResolverQueryToDashboard(
           AD_BIDS_METRICS_3_MEASURES_DIMENSIONS_WITH_TIME,
           AD_BIDS_EXPLORE_WITH_3_MEASURES_DIMENSIONS_TIME_DIMENSION,
           query,
+          resolvedTimeRanges ?? [],
         ),
       ).toEqual(expectedPartialExplore);
     });
diff --git a/web-common/src/features/explore-mappers/map-metrics-resolver-query-to-dashboard.ts b/web-common/src/features/explore-mappers/map-metrics-resolver-query-to-dashboard.ts
index be8f40f90ced..f23d3f07fad2 100644
--- a/web-common/src/features/explore-mappers/map-metrics-resolver-query-to-dashboard.ts
+++ b/web-common/src/features/explore-mappers/map-metrics-resolver-query-to-dashboard.ts
@@ -42,6 +42,7 @@ export function mapMetricsResolverQueryToDashboard(
   metricsViewSpec: V1MetricsViewSpec,
   exploreSpec: V1ExploreSpec,
   query: MetricsResolverQuery,
+  resolvedTimeRanges: TimeRange[],
 ) {
   // Build partial ExploreState directly from Query
   const partialExploreState: Partial<ExploreState> = {};
@@ -77,13 +78,7 @@ export function mapMetricsResolverQueryToDashboard(
   }
 
   // Convert time ranges
-  partialExploreState.selectedTimeRange =
-    mapResolverTimeRangeToDashboardControls(query.time_range);
-  if (query.comparison_time_range) {
-    partialExploreState.selectedComparisonTimeRange =
-      mapResolverTimeRangeToDashboardControls(query.comparison_time_range);
-    partialExploreState.showTimeComparison = true;
-  }
+  mapTimeRanges(partialExploreState, query, resolvedTimeRanges);
 
   // Convert where filter
   if (query.where) {
@@ -190,6 +185,43 @@ function getValidDimensions(
   };
 }
 
+function mapTimeRanges(
+  partialExploreState: Partial<ExploreState>,
+  query: MetricsResolverQuery,
+  resolvedTimeRanges: TimeRange[],
+) {
+  partialExploreState.selectedTimeRange =
+    mapResolverTimeRangeToDashboardControls(query.time_range);
+  fillInResolvedTimeRange(
+    partialExploreState.selectedTimeRange,
+    resolvedTimeRanges,
+  );
+
+  if (query.comparison_time_range) {
+    partialExploreState.selectedComparisonTimeRange =
+      mapResolverTimeRangeToDashboardControls(query.comparison_time_range);
+    partialExploreState.showTimeComparison = true;
+
+    fillInResolvedTimeRange(
+      partialExploreState.selectedComparisonTimeRange,
+      resolvedTimeRanges,
+    );
+  }
+}
+
+function fillInResolvedTimeRange(
+  dashboardTimeRange: DashboardTimeControls,
+  resolvedTimeRanges: TimeRange[],
+) {
+  const resolvedTimeRange = resolvedTimeRanges.find(
+    (tr) => tr.expression === dashboardTimeRange.name,
+  );
+  if (!resolvedTimeRange) return;
+  dashboardTimeRange.name = TimeRangePreset.CUSTOM;
+  dashboardTimeRange.start = new Date(resolvedTimeRange.start!);
+  dashboardTimeRange.end = new Date(resolvedTimeRange.end!);
+}
+
 function mapResolverTimeRangeToDashboardControls(
   timeRange: TimeRange | undefined,
 ): DashboardTimeControls {
diff --git a/web-common/src/features/explore-mappers/open-query.ts b/web-common/src/features/explore-mappers/open-query.ts
index 5543633ff69b..5566a279d1bb 100644
--- a/web-common/src/features/explore-mappers/open-query.ts
+++ b/web-common/src/features/explore-mappers/open-query.ts
@@ -15,7 +15,10 @@ import {
   type V1MetricsViewTimeRangeResponse,
 } from "@rilldata/web-common/runtime-client";
 import type { RuntimeClient } from "@rilldata/web-common/runtime-client/v2";
-import type { Schema as MetricsResolverQuery } from "@rilldata/web-common/runtime-client/gen/resolvers/metrics/schema.ts";
+import type {
+  Schema as MetricsResolverQuery,
+  TimeRange,
+} from "@rilldata/web-common/runtime-client/gen/resolvers/metrics/schema.ts";
 import { error, redirect } from "@sveltejs/kit";
 import { getTimeControlState } from "@rilldata/web-common/features/dashboards/time-controls/time-control-store.ts";
 import { convertPartialExploreStateToUrlParams } from "@rilldata/web-common/features/dashboards/url-state/convert-partial-explore-state-to-url-params.ts";
@@ -24,11 +27,13 @@ import { ExploreLinkErrorType } from "@rilldata/web-common/features/explore-mapp
 
 export async function openQuery({
   query,
+  resolvedTimeRanges,
   organization,
   project,
   client,
 }: {
   query: MetricsResolverQuery;
+  resolvedTimeRanges: TimeRange[];
   client: RuntimeClient;
   organization?: string;
   project?: string;
@@ -58,6 +63,7 @@ export async function openQuery({
       metricsViewSpec,
       exploreSpec,
       query,
+      resolvedTimeRanges,
     );
 
     // Generate the final explore URL
diff --git a/web-common/src/proto/gen/rill/runtime/v1/api_pb.ts b/web-common/src/proto/gen/rill/runtime/v1/api_pb.ts
index b4dcba772052..5f475c87b8e1 100644
--- a/web-common/src/proto/gen/rill/runtime/v1/api_pb.ts
+++ b/web-common/src/proto/gen/rill/runtime/v1/api_pb.ts
@@ -5311,6 +5311,11 @@ export class GetAIMessageResponse extends Message$1<GetAIMessageResponse> {
    */
   message?: Message;
 
+  /**
+   * @generated from field: rill.runtime.v1.Message result = 2;
+   */
+  result?: Message;
+
   constructor(data?: PartialMessage<GetAIMessageResponse>) {
     super();
     proto3.util.initPartial(data, this);
@@ -5320,6 +5325,7 @@ export class GetAIMessageResponse extends Message$1<GetAIMessageResponse> {
   static readonly typeName = "rill.runtime.v1.GetAIMessageResponse";
   static readonly fields: FieldList = proto3.util.newFieldList(() => [
     { no: 1, name: "message", kind: "message", T: Message },
+    { no: 2, name: "result", kind: "message", T: Message },
   ]);
 
   static fromBinary(bytes: Uint8Array, options?: Partial<BinaryReadOptions>): GetAIMessageResponse {
diff --git a/web-common/src/runtime-client/gen/index.schemas.ts b/web-common/src/runtime-client/gen/index.schemas.ts
index 9c379740364f..1352368458cb 100644
--- a/web-common/src/runtime-client/gen/index.schemas.ts
+++ b/web-common/src/runtime-client/gen/index.schemas.ts
@@ -1101,6 +1101,7 @@ export interface V1GenerateResolverResponse {
 
 export interface V1GetAIMessageResponse {
   message?: V1Message;
+  result?: V1Message;
 }
 
 export interface V1GetConversationResponse {
diff --git a/web-local/src/routes/(viz)/-/ai/[conversationId]/message/[messageId]/+layout.ts b/web-local/src/routes/(viz)/-/ai/[conversationId]/message/[messageId]/+layout.ts
index 16ad8fa4c436..b1dc8f7f97f5 100644
--- a/web-local/src/routes/(viz)/-/ai/[conversationId]/message/[messageId]/+layout.ts
+++ b/web-local/src/routes/(viz)/-/ai/[conversationId]/message/[messageId]/+layout.ts
@@ -4,7 +4,7 @@ import { fetchMessage } from "@rilldata/web-common/features/chat/core/citation-u
 export async function load({ params: { conversationId, messageId } }) {
   const client = getLocalRuntimeClient();
 
-  const message = await fetchMessage(
+  const { message, result } = await fetchMessage(
     { host: client.host, instanceId: client.instanceId },
     conversationId,
     messageId,
@@ -12,5 +12,6 @@ export async function load({ params: { conversationId, messageId } }) {
 
   return {
     message,
+    result,
   };
 }
diff --git a/web-local/src/routes/(viz)/-/ai/[conversationId]/message/[messageId]/-/open/+page.ts b/web-local/src/routes/(viz)/-/ai/[conversationId]/message/[messageId]/-/open/+page.ts
index fa42b7b8da62..e87dbfa0638c 100644
--- a/web-local/src/routes/(viz)/-/ai/[conversationId]/message/[messageId]/-/open/+page.ts
+++ b/web-local/src/routes/(viz)/-/ai/[conversationId]/message/[messageId]/-/open/+page.ts
@@ -1,15 +1,22 @@
 import { getLocalRuntimeClient } from "../../../../../../../../../lib/runtime-client";
-import { maybeGetMetricsResolverQueryFromMessage } from "@rilldata/web-common/features/chat/core/citation-url-utils.ts";
+import {
+  getResolvedTimeRangesFromMessage,
+  maybeGetMetricsResolverQueryFromMessage,
+} from "@rilldata/web-common/features/chat/core/citation-url-utils.ts";
 import { openQuery } from "@rilldata/web-common/features/explore-mappers/open-query.ts";
 
 export async function load({ parent }) {
-  const { message } = await parent();
+  const { message, result } = await parent();
 
   const query = maybeGetMetricsResolverQueryFromMessage(message);
+  const resolvedTimeRanges = result
+    ? getResolvedTimeRangesFromMessage(result)
+    : [];
   const client = getLocalRuntimeClient();
 
   await openQuery({
     query,
+    resolvedTimeRanges,
     client,
   });
 }
diff --git a/web-local/src/routes/(viz)/-/open-query/+page.ts b/web-local/src/routes/(viz)/-/open-query/+page.ts
index 4d45ec195c77..6913e8bc82d6 100644
--- a/web-local/src/routes/(viz)/-/open-query/+page.ts
+++ b/web-local/src/routes/(viz)/-/open-query/+page.ts
@@ -7,6 +7,7 @@ export async function load({ url }) {
 
   await openQuery({
     query,
+    resolvedTimeRanges: [],
     client: getLocalRuntimeClient(),
   });
 }