Building an audit-ready hiring process in a regulated bank

01

The challenge

Internal review found that hiring decisions could not be evidenced consistently. The decisions themselves were defensible; the record of how they were reached was not.

Reconstructing rationale from memory months later was both unreliable and, for regulated roles, unacceptable.

02

The hiring environment

Interview notes lived in inboxes and personal documents, with no common structure between interviewers or business units.

Screening evidence and approval steps sat in separate systems, so assembling a single candidate file was a manual exercise each time it was requested.

03

What Saanvi Nexus changed

Structured scorecards replaced free-text notes, with each question mapped to a defined capability and scored independently before debrief.

Screening evidence and approval steps were moved into the hiring workflow itself, so the record was created as a side effect of running the process.

An exportable decision record was defined with the compliance function before rollout, rather than being retrofitted to satisfy a later request.

04

How it was delivered

The process was piloted in one regulated business unit for a quarter, then extended once the file format had been accepted by internal audit.

Interviewer onboarding was built into the workflow: no panel member could submit a score without the capability definitions in front of them.

05

The outcome

Every hiring decision now carries a written rationale that can be produced without reconstruction.

Screening rework fell by 62 percent and time to offer shortened by nineteen days, largely because duplicated checks were removed.

06

Key learnings

Agreeing the audit file format before designing the workflow avoided a rebuild; compliance requirements are cheaper as inputs than as corrections.

Evidence capture reduced cycle time rather than increasing it, because the rework it eliminated was larger than the effort it added.