Evaluate the workflow that people will actually use
A model score alone cannot tell a business whether an AI-supported workflow is fit for its objective. Start with the user, decision, authorised information, output format, possible harms, exception path and who carries responsibility for release.
Satgam's published method separates discovery, source normalisation, verification, evaluation, governance, deployment and measurement. A proposed change remains a recommendation until the responsible person approves it.
Make evidence and authority visible
A reviewer needs access to the relevant source - not only a polished answer. Record what is verified, observed, inferred or unknown. Define which actions the workflow may draft, which it may prepare, which require approval, and which are outside its authority.
A practical review can include representative questions, edge cases, unsupported claims, source conflicts, missing permissions, escalation and a clear pause or stop condition. The tests and coverage should be described rather than implied to be exhaustive.
Release only within agreed scope
Any implementation must name the environment, asset, owner, exact change, test approach, rollback or hold condition and release approval. Required client access, integration work, data permissions, regulatory review and security responsibilities depend on the specific project.
This page is not a certification, legal opinion, guarantee of regulatory compliance or promise that risk can be eliminated. For regulated or high-impact use, the customer should involve the appropriate legal, privacy, security and domain experts.
Measure after release without inventing impact
Agree the baseline, measurement source and observation period before a production change. Record incidents, corrections, exceptions and what the system did not handle. A completed test or generated answer is not evidence of business value by itself.
The engagement defines whether Satgam is reviewing, advising or implementing a particular change. The public offer panel lists current scoped starting points; engineering, integrations and additional work are confirmed separately in writing.
Choose the scope that fits.
These existing offer prices are displayed in USD. Final deliverables, inputs, tax treatment and timing are confirmed in writing before approval.