BridgeLine
Peer-reviewed assessment science, converted into an enterprise-validated platform — as the sole technical owner.
DE-IDENTIFIED BY CATEGORY + PROBLEM · NO CLIENT NAME, NO REAL SCHEMA · RELATIVE METRICS ONLY · CONFIRM THIS IS THE BANK / ASSESSMENT PRODUCT BEFORE PUBLISHING
Validated science, delivered as software
A Schedule I Canadian bank held decades of peer-reviewed assessment science and no way to run it at enterprise scale. The brief was to turn that body of research into a platform their teams — and their auditors — could trust.
Enterprise validation, one owner
Bank-grade validation and compliance, real data-residency and access rules, and a science that could not be approximated — all carried by a single technical owner directing coding agents.
- Row-level security and audit trails from day one
- Scoring that matches the published instrument exactly
- [PLACEHOLDER: OTHER HARD CONSTRAINTS]
The decisions that mattered
[PLACEHOLDER: 2–3 SHORT PARAGRAPHS ON WHAT YOU DELIBERATELY LEFT OUT AND WHY — THE FDE-GRADE JUDGMENT. e.g. WHERE YOU CHOSE A BORING, PROVEN PATTERN OVER A NOVEL ONE; WHAT YOU REFUSED TO AUTOMATE; THE SCOPE YOU CUT TO SHIP.]
The shape of the system
Where it got hard
[PLACEHOLDER: THE MESSIEST SLICE — A DATA PROBLEM, A VALIDATION FAILURE, AN AUTHZ BUG YOU CAUGHT. WHAT YOU MEASURED, HOW YOU DEBUGGED IT, WHAT YOU CHANGED. THIS IS THE SECTION HIRING MANAGERS READ CLOSEST.]
Outcome, in relative terms
[PLACEHOLDER: RELATIVE, DE-IDENTIFIED]
[PLACEHOLDER]
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Directed by agents, reviewed by hand. Every security-adjacent change — RLS policies, auth middleware — I read and tested myself.