VERAHELMHOLDINGS LLC CUSTOMER ACCESS ↗

DETERMINISTIC / FAIL-CLOSED / SCOPE-BOUND

GATE AI CHANGES
BEFORE MERGE.

For platform, security, and AI engineering teams, Verahelm evaluates bounded, caller-supplied evidence for an exact pull request or agent revision. It returns a required action—proceed within stated limits, block, or review—plus reason codes, required tests, and an optional signed authorization record. MCP admission and model migration gates use the same contract.

NO RAW WORKING DATA REQUIRED. No source code, prompts, traces, datasets, files, or URLs.

Start with restricted non-production Free access, or use paid hosted API access from $49/month. Create a Free key or view plan limits.

DATA BOUNDARY. API payloads have zero persistent retention; permitted operational and billing metadata may be retained. Do not submit confidential, personal, regulated, restricted, credential, payment, or safety-critical material.

01 / INPUT TO DECISION

From proposed change to release decision.

Send bounded metadata and evidence states—not the underlying source material. Verahelm returns closed status codes and the next required action. The field map below is intentionally abbreviated; it is not a valid request, engine result, or decision rule.

FICTIONAL REQUEST SHAPEPOST /v1/analyze
{
  "operation": "agent_change_gate",
  "input": {
    "subject": "[bounded revision metadata]",
    "evidence": "[coarse evidence states]",
    "policy": "[customer policy boundary]",
    "context": "[scope and version]"
  }
}
FICTIONAL RESPONSE SHAPEADDITIONAL EVIDENCE REQUIRED
{
  "status": "unfavorable",
  "result": {
    "gate_state":
      "additional_evidence_required",
    "gate_codes": "[closed public reason codes]",
    "required_action_codes":
      "[closed public action codes]"
  },
  "decision_envelope": "[optional signed record]"
}

Complete schemas, required fields, enums, and lifecycle endpoints are in the OpenAPI contract. Complete worked request/result pairs remain excluded to protect the private decision engine.

02 / PRIMARY WORKFLOWS

Three gates. One bounded decision contract.

AGENT RELEASE GATE

Gate an agent or pull request

Change
New agent behavior, tools, permissions, or exact PR revision.
Evidence
Protected-policy source, exact-head tests, required reviews, and rollback readiness.
Result
Gate state, blocking codes, and required actions.
Fits
Required CI check before merge or release.
MCP ADMISSION GATE

Admit an MCP server or tool change

Change
Publisher, release, capability, permission, or runtime-boundary change.
Evidence
Identity, supply chain, capabilities, authorization, operations, and rollback state.
Result
Admission state, restrictions, evidence gaps, and revisit triggers.
Fits
MCP gateway or internal tool registry.
MODEL MIGRATION GATE

Bound a model or provider migration

Change
Model, provider, configuration, or workload migration.
Evidence
Matched metrics, compatibility checks, failure cases, rollout plan, and rollback readiness.
Result
Readiness state, evidence gaps, required tests, and rollout actions.
Fits
Shadow, canary, or bounded-pilot promotion.

03 / INTEGRATION

Measure locally. Submit the minimum. Enforce the result.

  1. 01Produce evidence

    Tests, evaluation systems, and authorized evidence sources produce structured results.

  2. 02Submit a boundary

    CI, an MCP gateway, or an internal platform sends the minimum permitted summary.

  3. 03Receive an action

    Verahelm returns a bounded status, reason codes, and the next required test.

  4. 04Enforce locally

    Your pipeline or gateway applies customer policy and fails closed on uncertainty.

  5. 05Verify lifecycle

    When requested, verify the signed, expiring Decision Envelope and its current status.

PRODUCTION INTEGRATION.

Authenticate evidence sources and submitters, protect signing and verification keys, validate subject binding and expiration, fail closed when verification is unavailable, and preserve audit records under your own policy. Verahelm evaluates submitted evidence; it does not prove that every unauthenticated caller assertion is true.

DIGEST-ONLY EXAMPLE MAPPINGS.

Public recipes show how Promptfoo, OPA, SARIF, Sigstore/in-toto, and SLSA outputs can be reduced to digests and coarse status references before they cross the service boundary. These are tested example mappings—not claims of native integration or independent evidence verification. Review the integration recipes.

04 / POLICY ALTERNATIVES

Why not just use OPA or custom CI rules?

OPA OR CUSTOM POLICY CODE

Teams author and maintain the decision logic. This is often the right choice when requirements are known, stable, and already supported by mature policy infrastructure.

  • Organization-specific logic
  • Direct local enforcement
  • Full control—and full maintenance responsibility
USE THEM TOGETHER

OPA, a GitHub Action, or an internal engine can enforce a Verahelm result. Evaluation and observability systems can supply evidence. Human review remains appropriate for high-risk decisions.

  • Verahelm does not replace evidence producers
  • Customer policy remains authoritative
  • Custom rules may be simpler for narrow stable cases

05 / PRODUCT BOUNDARY

What Verahelm does—and does not do.

VERAHELM DOES
  • Produce deterministic gate results from bounded structured evidence
  • Return blocking codes and required next tests
  • Support enforceable release and admission workflows
  • Produce signed decision artifacts that integrations can verify
VERAHELM DOES NOT
  • Guarantee that an AI system is safe
  • Replace model evaluation, observability, or qualified human review
  • Certify general regulatory compliance or authorize production deployment
  • Inspect source code or validate unauthenticated caller claims as true

06 / AVAILABLE NOW

Inspect, test, or purchase without guessing the next step.

HOSTED API / FREE

Create a restricted Free key

After email, human, and Stripe payment-method verification, eligible accounts receive 30 units each calendar month, selected flagship scopes, low rate and concurrency limits, and a non-production marker. A payment method is required; no charge or subscription is created.

$0
PUBLIC TOOLING / LOCAL

Verify a fictional envelope

Inspect the public schema, offline verifier, verification-only GitHub Action, threat model, and fictional conformance fixtures.

$0
DESIGN-PARTNER PILOT / NON-PRODUCTION.

Use one non-production repository and an existing review workflow. Measure setup time, review time, binding failures, stale-decision reuse, integration burden, and willingness to pay. No source, prompts, traces, or repository content are required.

07 / USE BOUNDARY

Business evaluation support—not a sole basis for consequential decisions.

ELIGIBLE

Bounded business use

United States business and professional users, age 18 or older, authorized to act, using non-confidential inputs for non-regulated internal evaluation support.

NOT ELIGIBLE

Consumer or high-consequence use

No medical, legal, credit, insurance, employment, housing, education, criminal-justice, immigration, child-directed, safety-critical, or similar consequential decisions.

RESPONSIBILITY

Independent controls remain

Customers remain responsible for evidence authenticity, permitted use, final decisions, release controls, and qualified human review.

START WITH THE CONTRACT

Gate one bounded change.

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