Buyer pilot evaluation

One audit review. A measurable test.

Two-week read-only evaluation One decision type.

A bounded evaluation of one access-review audit workflow, using an agreed buyer-authorized historical case set. Initial work is read-only and in shadow mode. Scope and terms are discussed directly.

The operating-state change

Make the exception visible before the next decision waits.

Before

An audit team reconstructs evidence when policy, employment status or approval records disagree. The next step waits for the person authorized to resolve the exception.

After

A source-linked review packet is proposed to make findings, missing evidence and escalation visible while a named human retains decision authority.

What the evaluation tests

The evaluation compares the proposed review packet with the current process. It asks whether review effort, material errors, escalation and implementation cost can be made measurable. These are evaluation questions, not established performance.

Bounded scope

One workflow, one reviewer, one authorized case set.

The boundaries are agreed before work begins.

Included

  • One access-review audit workflow and one named reviewer.
  • An agreed buyer-authorized historical case set.
  • Source-linked findings, exceptions and a human disposition record.
  • A matched comparison with the current process and a go or no-go review.

Not included

  • No live entitlement changes or autonomous approvals.
  • No client communications.
  • No automatic renewal or guaranteed improvement.
  • No automatic agreement or checkout on this page.
Intended mechanism

Governed support for a human-owned review.

The evaluation is designed to test whether the intended WisdomTwin operating model fits this bounded workflow.

One-Press Huddle

Designed to assemble the live question, source evidence, missing context and escalation path for review.

Role-specific AI Judgment Twins

Designed to support the named review role without replacing its authority or acting autonomously.

Trust Layer

Intended to carry provenance, permissions, policy context and the human disposition record through the evaluation.

The intended flow is Ingest, Twin, Operate. Configuration-specific capability and controls remain subject to pilot validation.

Timing and terms

The two-week clock starts after the operating conditions are agreed.

The evaluation starts only after scope, evidence rights, processing environment, reviewer, implementation lead and capacity are agreed. Availability and start dates are confirmed during scoping.

Any paid continuation is separate. Publicity or reference permission is also separate and optional. Payment timing, taxes and definitive terms are agreed before contracting.

Current demonstrations use founder-built sample scenarios. This is a scoped evaluation offer, not a demonstrated customer outcome.

Scoping request

Tell us about the audit review that keeps waiting.

This inquiry starts a scoping conversation. It is not a booking, purchase, confirmed evaluation or commercial commitment.

Name the decision, the role whose judgment is required, and what people wait for.

Or email roman@wisdomtwin.ai.

Do not put account records, patient information, credentials or other sensitive data into this inquiry. Read the Privacy Policy. Submitting this form does not enroll you in a newsletter.

Evaluation scope, security review, payment timing, taxes and definitive terms are established before contracting, not on this page.