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Illustrative assessment deliverable

Know what you should have in hand before funding an AI build

An illustrative assessment decision record for a fictional financial services firm. See how the workflow, evidence gaps, responsibilities and investment decision fit together.

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What this sample represents

This is an illustrative extract, not a completed client assessment, quotation or promise of identical deliverables in every engagement. The agreed scope determines the actual outputs. Halyard's assessment can stand on its own even when the right conclusion is to defer implementation.

The fictional sponsor wants to reduce recurring onboarding preparation work. No timing baseline, cost estimate or outcome has been verified in this example.

Current workflow and working finding

Receive intake materials → locate existing records → identify missing items → prepare follow-up → reviewer approves → update the client record. Operations owns preparation; a named reviewer owns the final decision. IT and risk participate in defining permitted sources and access.

Working hypothesis: staff may repeat source searches and requests because the received-item record is fragmented. Evidence needed: observe representative completed files, distinguish necessary checks from duplication, and document exceptions. A hypothesis is not presented as a proven finding.

Opportunity comparison

First candidate: prepare a source-linked received-item and missing-item list. It has a bounded output that a reviewer can inspect. Dependency: an agreed checklist and permitted source register. Status: suitable for further assessment, not approved for deployment.

Second candidate: prepare a client follow-up draft. Dependency: reliable missing-item identification and reviewer approval. Status: assess after the source list is dependable.

Excluded from this scope: automated client acceptance and autonomous risk decisions. Their decision authority and risk profile require separate consideration.

Information boundaries and test evidence

Name the included entity, source systems, permitted roles, data categories and purpose. Record retention, support access and supplier requirements before live information is used. Unresolved requirements remain visible rather than being replaced by generic security assurances.

Tests should cover missing documents, superseded versions, conflicting sources, unavailable systems and attempted cross-entity retrieval. The firm sets acceptance criteria before results are collected. An unauthorized disclosure or other critical failure blocks progression even if average preparation time improves.

Commercial decision and handoff

The sponsor receives the recommended scope, alternatives, assumptions, unresolved dependencies, expected client participation and acceptance approach. An implementation estimate should distinguish build effort, recurring supplier costs, support and internal review time. This sample leaves those figures unpriced because no real estimate has been prepared.

Current illustrative decision: establish the source register and measure the current task before committing to a build. Owner: the fictional operations lead. Decision gate: sponsor, operating reviewer and appropriate technical/risk reviewers agree that value and controls support a bounded test.

If approved to proceed, agree implementation separately. If deferred, the workflow map, evidence gaps and next actions should still help leadership make progress.

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The text download contains the sample inputs, expected output and exception checks described above. It contains no client information.

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