Bringing AI in at Ramp

Decide which gaps trigger a prepared case without AI judging credit

Published Oct 28, 2026

You’re a forward deployed engineer working with Ramp’s risk team. The team is in the room.

The setting

's let companies issue physical and virtual cards, set spending limits, and match transactions to their records.

Faster underwriting depends on assembling evidence without pre-judging the applicant.

The queue needs less reconstruction, while every credit outcome still requires accountable human judgment.

Who you’d be doing this for

“Our invoice is due this week, and I’m still answering questions we sent documents for yesterday.”

Manish Menon · Controller · a character in this brief

Leads finance for a growing business applying for card capacity to manage employee and vendor spend.

What is at stake

Corporate-card applicants are repeating documents when reviewers cannot reconcile conflicting signals. You must decide which evidence gaps in the underwriting queue justify a prepared case before an underwriter opens the file.

Why it isn’t already fixed

Every obvious fix costs something else. That’s the part you’d have to decide.

  • applicant document burden vs. case completeness
  • prepared evidence vs. source traceability
  • fewer rework loops vs. false-positive load
  • threshold flexibility vs. template consistency

Why Ramp

Corporate-card underwriting determines how quickly businesses can access spend capacity while protecting the card program from avoidable loss.

Written with these in mind

forward deployed AI engineerrisk workflow buildersolutions engineer

Not your kind of problem? 31 more at Ramp, or browse every organization.

Where the organization context comes fromThe postings this brief was written from, and the reporting read before it.

The organization context comes from public information. The situation and characters are written for the brief.

Job postings it was written from

Public descriptions of the work at Ramp. They are listed as sources, not as openings. The lines under a posting are its own words, where it meets this brief.

This is the setup. The work is inside.

Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.

Other live briefs connected to this one, and what connects them.

Similar problems at other organizations

Like this one, each of these is about money moving incorrectly, late, or twice.

The same setting, from another role

Each is set around Ramp’s Corporate cards and spend management, written for a different role. They’re separate briefs, not the same scenario.

Other problems with a similar purpose

In each of these, as in this one, the aim is to make complicated, high-stakes systems feel simple to navigate without quietly removing the protections people depend on.