Services
Modernize your lending operations without hiring an engineering team.
Two ways to start—deploy AI into your workflows today, or assess where AI fits first.
Forward Deployed AI
Embed with ops. Ship weekly. Production code.
Select Path →Readiness Assessment
Map workflows. Score ROI. Roadmap in 2 weeks.
Select Path →A subscription-based engagement where a Starter Stack AI engineer embeds directly with your operations team — scoping, building, and iterating on production-grade AI tooling each sprint.
Who It's For
- Lenders scaling $50–500M
- COOs tired of 6-month timelines
- No internal AI team needed
Operational Logic
Deployed Capabilities [Examples]
- Loan file extraction & indexing[ACTIVE]
- Covenant breach alert pipeline[ACTIVE]
- Draw request auto-review[LINKED]
- Servicer report reconciliation[ACTIVE]
- Borrower communication triage[LINKED]
The Model
Subscription
Monthly rolling — cancel anytime
Capacity
Embedded AI engineer, dedicated sprint cycles
IP Rights
All code ships to you — full ownership
Visibility
Weekly demos + async Slack updates + AI Project Manager
Know exactly what to automate—and what to leave alone.
A structured diagnostic that maps every manual workflow touching your lending pipeline, scores each for AI readiness, and delivers a prioritized automation roadmap with hard ROI estimates—so you invest in what moves the needle.
Failure Analysis [Why This Comes First]
ERR_01
Teams buy AI tools before mapping their workflows — spending on solutions to undefined problems.
ERR_02
Automating broken processes makes them faster and more broken. Diagnosis first.
ERR_03
No ROI baseline. Deployment succeeds but nobody can measure whether it worked.
“Starter Stack AI is sort of like this hybrid approach between experts and AI, making it a little faster, but you still have expertise behind it. MVP up in a week or two—that's music to my ears.”
— COO, Product Distribution Company
Execution Timeline
Week 01
Discovery
Stakeholder interviews, workflow observation sessions, data audit, and system mapping across your full lending lifecycle.
Week 02
Deliverables
Heat map review, ROI model walkthrough, risk register sign-off, and go/no-go recommendation presentation to leadership.
Artifacts Generated
Why Us?
“They handled the technical work. We didn't need to hire anyone. And it actually works. Actually 8x cheaper than the alternatives when you factor in everything.”
— COO, Private Lending Company
“We had 40,000 documents. No one knew what they contained.”
— COO, Small Business Lending Company