Investor Brief
Evidence‑efficient AI: same answers with less compute, lower latency, and stronger governance.
100%
Large‑model calls avoided
1,000,000
Queries at scale
Why it matters
- Lower cost and better UX: small‑model‑first with retrieval.
- Operational control: risk‑aware answers with fetch/abstain.
- Governance: evidence bundles and provenance by default.
Proof
Open data runs (NYC Taxi anchors) at 10k, 100k, and 1M queries confirmed the profile above. The approach generalizes to closed data using anchors and on‑device/VPC routing.
Next steps
- 3–5 closed‑data pilots with evidence reviews
- Productization: dashboard controls, evidence UX, offline kits
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