Integration

Your AI Agents work. AOI assesses the evidence.

Start with one workflow: its intended result, recorded AI Agent work and outcome evidence. Keep your execution and evaluation tools; qualify the AOI handoff.

The integration contract

Make the handoff understandable.

Conceptual input

Your product supplies

Confirmed question
The outcome to assess and its agreed scope.
Selected subject
The customer, run, release or machine this review concerns.
Work and outcome records
AI Agent recommendations, recorded actions and outcome sources, with identity, context and access preserved.
AOI→

Conceptual output

Your product reads

Qualified assessment
What is supported, contrary or unknown.
Why + sources
Assessment-specific reasons and authorised source references.
History
Earlier and Updated, with their own explanations.

Conceptual handoff, not a callable API example. A connected implementation must use the actual saved contracts and access controls.

The deployment design

A clear home for each responsibility.

Experience

WeWeb

Native pages, protected readers and editable product flows.

Application

Render API + worker

Accepted synthetic Engineering execution and product reads, under finite operational controls.

Persistence

PostgreSQL 18 + R2

Saved assessment data and controlled object storage.

Identity + communication

Supabase Auth + Resend

Authorised access and configured email delivery.

Interpretation

OpenAI

Provider inference under explicit execution scope and controls.

The Engineering assessment and authenticated review journey are accepted in hosted synthetic Dev/Test. Customer integration, production hardening and broader execution remain separately qualified.

Three pilot steps

Agree the boundaries before connecting.

01

Define one outcome

You bring the business question and record owners. Together we define the subject, success rule, source scope and what must remain unknown.

02

Qualify the handoff

Your team provides authorised references and environment access. The integration work verifies contracts, identity, transport, readers and operational controls.

03

Review the bounded result

Together inspect the assessment, sources, all Why and history against agreed acceptance. Wider rollout or fresh execution needs its own explicit scope.

Readiness has a scope

Know what is available and what comes next.

Available to inspect

Saved examples and maintained readers

Working hosted Engineering result, metrics, Why, originals, history, decision and challenge. Historical examples retain their own content and access scope.

Needs qualification

Your connected environment

Customer records, hosted transport, authentication, browser behaviour, deployment operations and fresh worker execution need environment-specific acceptance. No new connector or endpoint is claimed here.

Start with one outcome

Bring one outcome. Define a practical pilot.

Bring an outcome question. Together, define which records could answer it.

AOI AI Outcome Intelligence

AI Agent work. Outcome evidence. Decisions you can explain.

Illustrations are not evidence. Each synthetic assessment retains its own review status and limits.