Fintech.
Audit-ready from day one.
Custom products and AI agents for financial companies — built for money that must balance, regulators who ask questions and operations that scale faster than headcount.
Why fintech is different
Speed matters.
Correctness matters more.
Money moves fast — mistakes move faster
A bug in a payments flow is not a cosmetic issue. Correctness, idempotency and reversibility have to be designed in, not tested in later.
Regulators expect evidence
Licences, audits and partner-bank reviews ask what happened, who approved it and why. Systems need to answer without a forensic project.
Operations scale before headcount can
Onboarding, reconciliation and support volumes grow with every new customer — the back office is where most fintechs quietly stall.
Custom products
Built to balance,
built to be audited.
We design and build fintech products where ledgers, permissions and audit trails are part of the first architecture — not a retrofit before your next partner-bank review.
Payments & wallets
Payment flows, wallets, payouts and card programmes integrated with your processors and banking partners — with idempotent transactions, ledgers that balance and clear failure handling.
Lending & credit platforms
Applications, decisioning workflows, servicing and collections — with every decision traceable to the data and policy that produced it.
Onboarding & KYC journeys
Fast, compliant customer onboarding: identity verification, document capture and screening integrated into a flow customers actually finish.
Internal finance tooling
Back-office consoles, reporting, treasury views and partner portals that replace spreadsheets and give operations teams one source of truth.
AI solutions
Agents for the
back office.
The biggest AI wins in fintech are rarely the flashy ones. They are in the operations that grow with every customer — onboarding, monitoring, reconciliation and support — where agents do the preparation and your people make the calls.
KYC & KYB document review
Agents extract and cross-check identity and company documents, flag inconsistencies and prepare the case. A compliance officer makes the decision.
Transaction monitoring support
Alerts arrive pre-investigated — related activity gathered, patterns summarised, a draft narrative ready — so analysts spend time judging, not searching.
Reconciliation & close
Bank, processor and ledger entries matched automatically; exceptions explained and routed to the right person. Month-end becomes a review, not a marathon.
Credit & underwriting assistance
Applications summarised, financials extracted and policy checks pre-run, with the evidence attached for the underwriter who signs off.
Customer support agents
Account, payment-status and card questions answered within guarded scope — with a fast handoff to people for disputes, complaints and anything sensitive.
Regulatory reporting prep
Data gathered, validated and formatted for recurring reports, with every figure traceable to its source before a human submits.
How the AI is governed
Explainable.
Accountable. Logged.
Regulators do not accept "the model decided". These standing controls apply to every AI workflow we deliver in financial services.
No AI moves money on its own
Agents prepare, check and recommend. Payments, limits, refunds and account actions above agreed thresholds require a named human approval.
Explainable decisions
Every recommendation carries its inputs, the policy it applied and the reasoning summary — so a decision can be defended to a customer, auditor or regulator.
Data minimisation
Card numbers, account details and identity data are tokenised or masked before they reach a model. Prompts carry only what the task needs.
Fair and monitored
Credit and risk models are tested for drift and bias, with thresholds and overrides documented. Model changes go through the same review as code changes.
Human in the loop
Your people approve
what moves money.
Automation boundaries are agreed with you upfront and enforced by the system — so "who approved this?" always has a clear answer.
Runs automatically
Data extraction, matching, summarising and routing — low-risk work where speed matters and outcomes are reviewed.
Review before action
Account changes, customer communications on regulated topics and anything above a value threshold wait for explicit approval.
Human-only
Onboarding decisions, credit decisions, suspicious activity reports and account closures stay with your accountable people.
Stop and escalate
Unusual patterns, missing data or low confidence stop the workflow and route it to a person — never guessed through.
Security & audit
Evidence, not
assurances.
Your risk, compliance and audit teams should be able to verify our work. Security controls and audit evidence are deliverables alongside the software.
Least-privilege access
Roles mapped to your real teams, with segregation of duties built in — the person who prepares a payment is not the person who approves it.
Encryption & key management
Data encrypted in transit and at rest, secrets managed properly, and key handling agreed with your security team.
Immutable audit trails
Every action, approval and AI-assisted step logged with who, what and when — exportable for internal audit, partner banks and regulators.
Secure engineering practice
Code review, dependency scanning and testing of the surfaces that matter: authentication, payments, uploads, integrations and the AI pipeline.
Regional data residency
Deployed in the region your licence and customers require, including private or self-hosted options where data must stay in your boundary.
Honest scope on standards
PCI DSS, SOC 2, ISO 27001 or local rules such as DFSA, CBUAE or VARA — we design to the requirements that apply and say plainly what each deployment covers. Certification remains yours.
Works with your stack
No rip-and-replace.
Your core ledger, processors and banking partners stay the source of truth. We integrate through their APIs, along with your KYC providers, accounting and CRM systems — and where an integration is not possible, we design the workflow around it honestly.
How we work
A clear path from
discovery to launch.
- 01
Map risk, rules & flows
We start with your licence obligations, partner requirements and the actual money and data flows. Controls become design inputs before anything is built.
- 02
Design with operators
Compliance, finance and support teams shape the workflows. Approval points, thresholds and escalation paths are agreed before production code exists.
- 03
Build with AI-assisted engineering
Our engineers and coding agents build in parallel under the same discipline — ledgers, access controls and audit logging reviewed at every step.
- 04
Validate, evidence & support
We test critical money paths end to end, produce the evidence your auditors need and support launch with monitoring and a clear rollback plan.
Before we start.
Can AI make decisions on payments or credit?
It can prepare and recommend. The final decision on anything that moves money, approves credit or affects a customer's account sits with a named person, according to thresholds you set.
Are you PCI DSS / SOC 2 certified?
Certification belongs to your organisation and its environment. We build systems that support it — scoping cardholder data out where possible, enforcing access controls, logging and secure practices — and provide the technical evidence your assessors ask for.
Can you work with our core banking, processor or ledger?
Yes. We integrate with what you run — card processors, banking-as-a-service partners, core ledgers and accounting systems — via their APIs, rather than replacing them.
Where will our data be hosted?
Where your licence requires. Options range from a compliant cloud region to a private deployment or fully self-hosted stack with open-weight models inside your boundary.
How do you handle UAE and DIFC regulation?
We scope to the specific rules that apply — DFSA, CBUAE, VARA, data protection law or others depending on your licence and markets. Requirements are agreed in discovery and become acceptance criteria.
How long does a first release take?
After discovery we give a scoped estimate for the smallest useful release — usually one focused workflow such as onboarding or reconciliation — and a plan for what follows.
Who owns the code and data?
Ownership of code, data and infrastructure is explicitly agreed in the engagement. At handover you receive the product, documentation, deployment guidance and audit evidence.
Let’s talk
What should we build
for your teams?
Tell us about the workflow slowing your operations, the systems you run and the rules you answer to. We’ll help you scope a first release that is useful, secure and ready for audit.