AI for Financial Services & Fintech
Client-facing assistants and internal tooling built with review, audit, and oversight in mind.
Financial firms need automation that can be explained after the fact. We build with human review at the decision points, logging throughout, and clear boundaries around what the system is permitted to say.
What's included
Capabilities we build
Bounded client assistants
Assistants with explicit limits on scope, and escalation wherever advice would be implied.
Onboarding workflows
Document collection, verification chasing, and status tracking automated end to end.
Internal research tools
Retrieval across policy, product, and procedural material with source citation.
Audit trails
Inputs, outputs, and human approvals recorded so activity can be reconstructed.
Good fit when
Where this makes a difference
- Advisory firms, brokerages, and lenders
- Fintech teams supporting a growing client base
- Operations with strict oversight and record-keeping requirements
How we work
The engagement
01 — Discover
We map how the work happens today — the calls, the enquiries, the handoffs — and where the friction actually sits.
02 — Design
We define what gets automated, what stays with your team, and how the two pass work between them.
03 — Build
We implement against your tools and your data, testing on real scenarios before anything reaches a customer.
04 — Support
We stay involved after launch, refining behaviour and extending the system as the business changes.
Let's talk about how this would work in your business.
A straightforward conversation about your operation, your tools, and what's worth building first.