Volume and scrutiny both run high in financial services: documents arrive faster than they can be reviewed by hand, and every step in a KYC or reconciliation workflow needs to hold up to an audit months later. That combination is what shapes how we build here — automation that moves fast and leaves a record.
Financial Services
Automation that a regulator can follow, not just a process
Financial services automation has to clear a bar the rest of the enterprise doesn't: every decision an agent makes needs to be explainable after the fact. We build for that from the start — high-volume document processing, reconciliation and KYC workflows with the reasoning behind every action logged.
Where automation fits
Document intake and extraction at volume
Statements, applications and supporting documents processed through Document Understanding, with extracted data validated against source before it moves downstream.
KYC and onboarding orchestration
Agents carry a case through form review, credit and compliance checks, and master-data creation, chasing missing information directly and escalating only genuine judgement calls.
Account and transaction reconciliation
Agents pull both sides of a mismatched record, apply the business rule that determines which source wins per field, and write the correction with the reasoning logged.
Compliance exception routing
Cases below a confidence threshold are flagged and routed to a person; cases above it are resolved directly, with the threshold and the decision both recorded.
Audit-traceable decision logging
Every automated action — what triggered it, what data it used, what it changed — logged in a form built for review, not reconstructed after the fact.
Contract and policy document intelligence
Agents read a document, check its terms against agreed policy, and flag the clauses that deviate, so review starts from a position rather than a blank page.
Services that apply
The pieces of our service line most financial services teams start with.
Agentic AI Development
Multi-agent systems for reconciliation, exception handling and document intelligence, with audit logging built into the design.
RAG Implementation
Ground policy and compliance lookups in your own documents, with source citations and access control built in.
Automated Testing
Regression coverage for the systems your reconciliation and onboarding workflows run on top of.
AI Readiness
A fixed-fee audit that prioritises which of these opportunities is worth automating first, before you commit to a build.
Frequently asked questions
Ready to talk about your compliance workflows?
Tell us where document volume or reconciliation is outpacing your review capacity.
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Let's Build Something Remarkable
Whether you have a specific project in mind or want to explore possibilities, reach out — you will hear back from a senior engineer, not a sales team.