Evidence Readiness Pilot

A pilot defines the evidence baseline before a broader assurance engagement is scoped.

One system. One bounded assurance question. One defined evidence base.

A pilot examines a single AI system or process against a defined assurance question, and determines what the available evidence actually supports, what remains unsupported, and what — if anything — would need to change before stronger assurance activity, implementation work, or regulator-facing evidence preparation is warranted.

Request a Pilot Discussion

For the vendor-neutral architecture and evidence-exchange context, see the Platform Interoperability Guide.

Pilot Process

What a Pilot Looks Like

Scope the assurance boundary

Define one AI system, control domain, operational process, or bounded assurance question. Record the system boundary, the claims in scope, explicit exclusions, and the evidence sources to be examined.

Establish the control baseline

Identify the applicable GAISSF™, PAI-SF™, UAIF™, or AI-IRF™ requirements and, where relevant, external standards or regulatory obligations. Define what evidence would be relevant to demonstrating the selected controls.

Examine available evidence

Determine what the supplied evidence actually supports — provenance, currency, system/version correspondence, and evidence quality. Missing, contradictory, stale, or insufficient evidence is recorded; documented controls are not treated as demonstrated operation without independent examination.

Determine evidence readiness

Produce a bounded determination: what is supported, what is only partially supported, what is not demonstrated, and what was not examined. Identify the work required — if any — before a broader engagement would be justified.

Deliverable

What You Receive

An Evidence Readiness Report, scoped to one system and one control claim, stating:

  • What the available evidence supports
  • What it does not support
  • What is missing

Dated, in plain language, and bounded to the claim and system defined at intake.

Evidence Basis & Limitations

ODA3 Institute was founded in March 2026. We do not represent pilot methodology as having been validated against a large proprietary client-telemetry or historical incident dataset.

The evidence basis for each pilot is identified explicitly. Depending on scope, it may include organization-supplied evidence, public primary sources, technical artifacts, controlled testing or simulation, and other agreed sources. Evidence is examined for provenance, currency, system correspondence, and whether it actually supports the defined claim.

Source quality, limitations, and material evidence gaps are recorded rather than inferred away. Where evidence expected or relevant within the agreed boundary is not identified during examination, that absence is recorded as a finding — not inferred as a presumption about what an organization lacks.

What This Pilot Does Not Establish

A pilot does not, by itself, establish:

  • GAISSF™, PAI-SF™, UAIF™, or AI-IRF™ conformity
  • certification
  • regulatory or legal compliance
  • product approval or product safety
  • absence of vulnerabilities
  • enterprise-wide assurance
  • a general risk assessment
  • conclusions beyond the defined system and evidence boundary

You May Need a Pilot If

  • You have implemented AI governance controls but cannot demonstrate whether they operate in the deployed system.
  • A board member, customer, auditor, or regulator is asking for evidence rather than another policy document.
  • You are preparing for an internal or external AI assurance activity and need to know whether your evidence is actually ready.
  • Your organization uses agents or autonomous systems where authorization, execution, and resulting evidence need to remain connected.
  • You are implementing GAISSF™ or another AI governance standard and need to determine whether implementation has produced usable evidence.
Qualification Intake

Request a Pilot Discussion

One bounded system or assurance question per request.

Initial qualification contact: CONTACT_AT_ODA3_DOT_ORG. Do not include credentials, regulated data, incident evidence, secrets, or other sensitive information in the initial request.

Submission does not create an engagement. ODA3 reviews each request to determine whether the proposed scope is suitable for a bounded pilot. The system boundary, assurance question, evidence access, internal counterpart, deliverable, exclusions, pilot terms, and applicable engagement conditions are agreed before substantive examination begins.

Where the evidence base supports further examination, ODA3 may recommend a separately scoped next-stage assurance activity. Any such engagement is independently qualified and governed; progression is not automatic.