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+++ b/README.md
@@ -41,6 +41,9 @@ For the SBOM tool's risk-model boundary, use
 fields affect risk buckets, which fields are context only, and which claims the
 model never infers.
 
+For a short external case study, read
+[SBOM Diff as a Bounded Policy Review Artifact](tools/sbom-diff-and-risk/docs/case-study-bounded-policy-review.md).
+
 ## Supporting Diagnostics Projects
 
 These projects are internal supporting material for reviewer depth. They are
diff --git a/tools/sbom-diff-and-risk/docs/case-study-bounded-policy-review.md b/tools/sbom-diff-and-risk/docs/case-study-bounded-policy-review.md
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+# SBOM Diff as a Bounded Policy Review Artifact
+
+An SBOM diff can answer a useful, limited question: what dependency evidence
+changed between two inputs? It cannot decide whether a package is safe.
+
+`sbom-diff-and-risk` keeps those statements separate. The tool produces a
+deterministic component diff, local heuristic risk findings, and optional
+policy decisions. Each layer remains visible in JSON, Markdown, SARIF, summary,
+and policy-sidecar artifacts.
+
+## Diff evidence comes first
+
+The diff layer identifies added, removed, and changed components from
+CycloneDX, SPDX, or supported dependency manifests. Component identity and
+signature fields determine membership in those sets. They are not reputation
+signals.
+
+The local risk layer can attach bounded review buckets such as `new_package`,
+`major_upgrade`, `version_change_unclassified`, `unknown_license`,
+`suspicious_source`, and `not_evaluated`. The
+[risk model boundary](../../../docs/risk-model-boundary.md) defines the exact
+inputs for those buckets and the conclusions they do not support.
+
+For example, `new_package` means a component appears only in the after input.
+It does not mean the package is vulnerable or malicious. `not_evaluated`
+preserves an unanswered question instead of filling an evidence gap with a
+guess.
+
+## Policy is a separate decision layer
+
+A local policy can map diff or risk evidence to `pass`, `warn`, or `fail`.
+Policy findings expose stable explanation fields:
+
+- `decision_reason`
+- `policy_rule`
+- `severity_source`
+- `matched_threshold`
+- `observed_value`
+
+Those fields let a reviewer see whether a decision came from a configured
+threshold, a risk bucket, or a default policy severity. They do not upgrade the
+decision into a dependency safety verdict. The full contract is documented in
+[policy decision explainability](policy-decision-explainability.md) and the
+[JSON report schema](report-schema.md).
+
+## A small reproducible review surface
+
+The checked-in examples include before/after inputs, generated reports, summary
+JSON, policy sidecars, and bounded policy-decision fixtures for `pass`, `warn`,
+`fail`, and consumer-side `needs-review`.
+
+From `tools/sbom-diff-and-risk`, a reviewer can run:
+
+```bash
+python -m pip install -e .[dev]
+python scripts/regenerate-example-artifacts.py --check
+python scripts/regenerate-example-artifacts.py --check --only requirements
+```
+
+These checks use committed no-network examples. They verify that the examples
+still match the code; they do not prove that a third-party dependency is safe.
+The ordered evidence route is in the [reviewer path](reviewer-path.md).
+
+## What remains a human decision
+
+The tool can make a policy choice explicit, but it cannot decide whether that
+policy fits a deployment context. Reviewers still need to ask whether a
+threshold is appropriate, whether a missing license blocks release, whether a
+source allowlist is justified, and whether an evidence gap should fail a gate
+or remain `needs-review`.
+
+The boundary is intentional: the artifact records what changed, which local
+rule matched, and why the configured policy responded. It does not resolve
+CVEs, inspect package contents for malware, infer exploitability, or certify a
+package as safe.