Balance prefill with accuracy
Trade-off
External company information could accelerate onboarding but required validation.
Accounting practices needed reliable onboarding and consistent shared client information when external company data, overlapping records and connected products made decisions more complex.
My contribution: discovery and requirements ownership as Senior Solution Designer / Product Owner.
Accounting practices needed reliable onboarding and consistent shared client information when external company data, overlapping records and connected products made decisions more complex.
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Balance prefill with accuracy
External company information could accelerate onboarding but required validation.
Review duplicate evidence carefully
Name similarity alone could not safely establish duplicate identity.
Consider shared-data dependencies
Changes had to account for connected products.
Design for maintainability
Rules needed to support repeatable accountant workflows.
Illustrative review flow, not a production screenshot or specification. Fictional records and match scores show how a possible duplicate could be reviewed; the source describes duplicate-detection and merge questions, not a verified shipped merge interface.
A company registration number is entered and looked up in a company registry. The found details are compared with an existing record. The match evidence is shown: registration number matches, name is 92 percent similar, address differs. The accountant chooses Merge or Keep separate. Nothing merges automatically. The sample records are fictional.
Client Management design work covered structured client records, entity relationships, external data lookup, duplicate-handling requirements and practical product workflows.
My contribution helped create clearer client-management rules and connect customer needs with product and engineering decisions.
Historical narrative reconstructed from supplied portfolio material. Role boundaries, disclosure permission and source records require confirmation before publication. No independently audited results are implied.
Accountant Client-Onboarding Copilot
Suggests prefill
Deterministic IDs · user-controlled changes
Conceptual enhancement only. Not a claim of AI functionality deployed in the original engagement.
The operating constraints behind the decisions, and what I would carry into the next engagement.
Client Management design work covered structured client records, entity relationships, external data lookup, duplicate-handling requirements and practical product workflows.
Accounting practices needed reliable onboarding and consistent shared client information when external company data, overlapping records and connected products made decisions more complex.
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