Customer Scenarios

How EVE Governs Real Decisions

A model makes a recommendation. EVE governs it, issues a signed certificate, and an examiner verifies it independently. The same pattern, in every regulated workflow.

Enforces against ECOA / Reg B SR 11-7 FCRA HIPAA EU AI Act NIST AI RMF SOC 2in progress

No data leaves your tenant — SaaS, VPC, or on-prem. As EU AI Act obligations phase in and SR 11-7 examiners ask for model-decision evidence directly, the record has to exist at the moment of the decision.  Trust Center · Security

Illustrative scenarios using EVE's actual policy packs and evidence pipeline. Names and figures are representative.
Mortgage Underwriting · Lending

An AI-assisted loan decision an examiner can trust

A bank's underwriting copilot uses GPT-4o to recommend approve/deny on consumer mortgages. Compliance needs every AI-influenced decision to be defensible under ECOA / fair-lending exam.

  1. The model recommends
    The copilot (OpenAI via the Integration Hub) returns "approve, confidence 0.91" for applicant #48291.
  2. EVE governs the decision
    CoreGuard evaluates it against lending_v1 + fair_lending_v1 + eu_ai_act_v1 — credit score, DTI, employment verification, and prohibited-basis checks. Deterministic, no LLM in the decision path.
  3. A disposition is returned
    ALLOWED / BLOCKED / MODIFIED with the winning rule and a plain-language justification — surfaced to the officer before the decision is acted on.
  4. A signed certificate is issued
    A Governed Decision Certificate is generated and signed (Ed25519), linking the request, policy version, risk score, and verdict.
  5. Lineage & replay are recorded
    The retrieval source (Snowflake credit features) is recorded as signed lineage; the decision is deterministically replayable to the same verdict.
  6. The examiner verifies — independently
    At exam time, the examiner pastes the certificate into /verify and confirms it against EVE's published key. No EVE account. No trust required.
decision : EVE-48291 ALLOWED policy_set : lending_v1 (+ fair_lending_v1, eu_ai_act_v1) risk : LOW (0.21) prohibited_basis: none model : openai/gpt-4o confidence: 0.91 proof_hash : sha256-6cb65e245246ac8cd9f1… signature : ed25519-9e0c787b2ae0… VERIFIED replay : reproduced (ALLOWED)
Verify a sample record yourself →
Healthcare · Clinical Support

Clinical decision support, governed

A care-management assistant (Claude) suggests a treatment pathway. EVE governs it against healthcare_v1 and telehealth_prescribing_v1 — scope-of-practice, contraindications, and PHI handling — and blocks anything that crosses a clinical boundary. Every suggestion that reaches a clinician carries a signed evidence record.

Banking · AML

Transaction screening with an audit trail

An AML copilot flags a transaction as low-risk. EVE governs it under banking_aml_v1, captures the reasoning and the data it touched, and forwards the governed event to the SOC's SIEM (Splunk / Sentinel). When an investigator asks "why was this cleared?", the answer is a signed, replayable record.

Enterprise · RAG Copilot

Knowledge answers with provenance

An internal copilot (LlamaIndex) answers from company documents. EVE governs the retrieval — recording which sources were cited and verifying citations — so a leaked-data or wrong-source incident has an evidence trail, not a guess. Document access is signed lineage.

Insurance · Claims

Adjudication you can defend

A claims model recommends a denial. EVE governs it under insurance_v1, requires the justification to cite policy terms, and issues a certificate the regulator — or the policyholder's counsel — can verify independently.

Verify our evidence Deploy in your environment Start a design-partner pilot