Same mechanism, different pressure

Two axes: who is buying, what is at stake.

Different buyers have different pressure, but the need is the same: a third party wants proof, without being added to your systems.

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Who the buyer is.

The same receipts, different pressure.

Procurement cycles, oversight, offline verification.

Audits as throughput; evidence without credential sprawl.

Provenance, reproducibility, and external reviewers.

Client handoffs, disputes, and custody that holds up later.

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Regulation, data, and dispute pressure.

Audit trails, privacy boundaries, dispute‑ready artifacts.

Model risk, non‑repudiation, evidence for regulators.

Chain‑of‑custody for drafts, evidence, and decisions.

More pressure profiles

Same mechanism, different stakes.

Auditors, procurement, “prove it existed at the time.”

Bind summaries to evidence; keep custody intact.

Provable provenance for outputs: “why did it say that?”

Traceability that survives vendor and contractor handoffs.