ISNAD Provenance Assessment with Ali Zahid Raja

Two weeks. One production AI workflow. A concrete engineering assessment. 2 weeks for $5,000

When an AI system produces a consequential answer, what can your team actually demonstrate about its sources, model and tool hand-offs, recorded evidence, and human oversight?

I'll review one agreed workflow, identify gaps in its provenance and evidence trail, and produce a prioritized engineering roadmap for addressing them.

The engagement includes:

• A scoped map of the selected workflow and relevant evidence sources.
• An assessment of provenance, logging, documentation and oversight gaps.
• A prioritized remediation roadmap with recommended engineering work.

Where relevant, the findings can be mapped to applicable technical evidence needs under frameworks such as the EU AI Act, ISO/IEC 42001 and SDAIA guidance.

This is a technical assessment, not legal advice, an independent conformity assessment, or a guarantee of compliance. Regulatory applicability must be determined for the specific system and organization.