ToProd for banks & credit unions

Process re-engineering with AI, to prod.

Banks are hiring forward deployed engineers at VP and SVP level to redesign core processes around AI. A ToProd crew works with the process owners and takes one operation from manual handling to an AI-assisted flow that passes model risk review.

Where crews start

Workflows we take to production

KYC and onboarding review

Extracts and checks identity, entity and beneficial-ownership documents, and drafts the analyst's file note.

Measured: onboarding cycle time, rework rate

Operations exception handling

Triages payment, reconciliation and settlement breaks, gathers the evidence and proposes how to resolve them.

Measured: exceptions cleared per FTE, aging

Credit memo drafting

Writes the first draft of credit memos from financial statements, covenants and the relationship history.

Measured: hours per memo, reviewer edits

Frontline policy copilot

Branch and contact-center staff get answers grounded in current policies and procedures, with the source cited.

Measured: handle time, policy errors

What we're seeing

Large banks have opened FDE roles in several hubs at once, and credit unions are starting to follow. The work is process redesign, not chatbots.

How we work in banks & credit unions

  • Documentation built for model risk management (SR 11-7)
  • Runs inside your approved cloud and model providers
  • Vendor onboarding and third-party risk questionnaires handled by us

How to start

  • Recon: 2 weeks to rank your workflows and prototype the top pick
  • Sortie: 6–8 weeks to put one workflow into production
  • Bridge: cover your open FDE seat until your hire is ramped
All engagements

Send us your FDE req

Paste the job post. Get a crew plan.

Send the Forward Deployed Engineer job description you're hiring for, or describe the workflow you need in production. Within two business days we'll reply with how a crew would cover it, a timeline and a fixed price.

Prefer email? arajabi@meeberio.com