Roshan Kumar

Roshan Kumar

AI Product Manager

I build agentic products
for enterprise workflows.

Certa

Document Repository

One place to find, trace and manage third-party documents.

Role
Product Manager (AI)
Ownership
End to end
Delivery
Two production releases

Documents from onboarding, assessments and reviews became one persistent evidence layer. Users could search, preview, trace and manage files without returning to the workflow that created them.

The problem

Finding evidence depended on knowing where it entered the platform. Documents stayed inside separate workflows; retrieval and ongoing management stayed fragmented.

Product decisions

Keep the source with the document.

Made source type a first-class filter. Users could find evidence by its origin and understand its context.

Answer questions before opening the file.

Exposed metadata and contextual previews, reducing the need to inspect every source document.

Ship useful metadata before automating it.

Manual category and expiry management delivered immediate utility. Automated classification and extraction remained the next direction.

Delivery

Owned product decisions across engineering, design and implementation stakeholders, and led rollout enablement.

First release

Shared repository, search, filters and source context.

Second release

Richer preview, activity, history and document management, shaped by implementation and UAT feedback.

Direction defined: classify documents, extract useful facts and reuse source-linked evidence in AI workflows.