Custom AI Solutions for Fintechs & Enterprises

What we did for the fund industry, we can build for yours

The AI back office wasn't built in a lab — it was built inside a real, regulated industry by engineers sitting with real operations teams, mapping real workflows, and automating them one by one. That method transfers. Every industry has its own version of the same problem: documents in, manual processing, reconciliation between systems, reporting out. We build it custom, around your workflow, on your systems.

01How we work with you

Four phases, no long contract before you've seen it work

01

Discovery & workflow mapping

2–4 weeks. We embed with your operations team and map how work actually happens — which documents arrive, who touches them, where errors occur, where time actually goes. You get a documented workflow map and a quantified automation opportunity, valuable even before any software is built.

02

Pilot on your real documents

4–8 weeks. We automate one high-volume, high-pain workflow end-to-end using your actual historical documents — not demo data. You measure the results against your own baseline before any long contract.

03

Production build & integration

We harden the pilot into a production system integrated with your ERP, accounting system, core banking platform, or data warehouse — built to your security, access, and audit standards.

04

Expand, operate, and improve

Workflow by workflow, the automated footprint grows. We stay engaged after go-live — monitoring accuracy, tuning on your team’s corrections — under long-term agreements.

02Why custom beats off-the-shelf

Off-the-shelf tools break at the edges — that's where the cost lives

Your workflow is the spec

The system matches how your business actually operates, including the exceptions and edge cases that generic tools ignore.

Your systems are the foundation

We integrate with what you run today rather than forcing a migration — though when a migration is the right answer, we've done those too, on live regulated operations, without downtime.

Your controls are preserved

Approval chains, segregation of duties, audit requirements — encoded, not worked around.

You own the outcome

Clear IP and deployment arrangements, including private deployment where confidentiality or regulation demands it.

03Where this applies

If documents arrive that people re-type, check, and reconcile — we can automate it

Fund managers & administratorsBanks & lendersFintechsInsuranceCorporates & enterprisesAccounting & professional services firmsTrading, logistics & supply chain
04FAQ

Custom AI solutions — questions, answered

Tell us about your workflow

A 30-minute discovery call is enough to know if there's a fast, low-risk pilot worth running on your own documents.