A practice of ETE Oversight

ETE Assurance.
Confidence needs evidence.

Examine AI before you buy, deploy, expand, or renew. Bring performance, business value, permissions, and human oversight into one clearly scoped decision.

Discuss a readiness review Explore the review ↗

Start here / Workflow Readiness Review

One workflow.
A decision you can defend.

A strong demo does not tell you how a system will perform with your documents, users, and operating constraints. Start with a defined workflow and test against agreed acceptance criteria.

For professional-services teams, AI vendors, implementation partners, and government programs with a concrete adoption decision.

What the review brings together

Representative tasks and a baseline for comparison
Answer quality, errors, review effort, and operating costs
Data access, action permissions, and human approval
Exception handling, intervention, and fallback
A written evidence record and prioritized next steps

Before adoption. Through change.

Assurance across the lifecycle.

BEFORE YOU DEPLOY

Workflow Readiness Review

Test a defined workflow against your acceptance criteria. Examine performance, operating value, human oversight, and recovery before deployment.

Explore readiness

BEFORE YOU BUY OR RENEW

Third-Party AI Assurance

Examine a vendor’s AI in the context of your use. Review claims, data practices, dependencies, and evidence for a purchasing or renewal decision.

Examine third-party AI

AS YOUR AI CHANGES

Continuous Assurance

Revisit the evidence after meaningful changes. Agree scheduled reviews and targeted retesting when models, permissions, or intended uses change.

Plan ongoing assurance

Government and federal contractors

Program-specific evaluation, procurement evidence, and deployment-readiness work remain part of ETE’s mission.

Explore government AI assurance ↗

What you receive

Findings you can use.
Limits you can see.

The ETE Assurance Report records scope, assessed configuration, methods, observations, evidence gaps, and recommended actions. Your organization retains deployment authority.

Assessment is not a certification or a promise that a system cannot fail. Conclusions apply to the agreed scope and available evidence.

Independence is a responsibility.

We disclose relevant funding and implementation relationships. Fees are not contingent on a favorable outcome.

ETE does not describe reviews of its own implementation work as independent assurance. Where ETE AI Solutions has delivered a workflow, a separate qualified reviewer is needed for an independent conclusion.

Our principles ↗

Practical AI resources