Kovil AI embeds vetted AI engineers into your FinTech in 48 hours. Build compliant, production-grade AI systems — fraud detection, underwriting automation, KYC pipelines — without the 3-month hiring cycle.
Trusted by 50+ enterprise clients across the US, UK & Australia
Kovil AI is an AI engineering firm that embeds pre-vetted AI engineers into FinTech and financial services companies. Specialising in AI workflow automation, compliance-grade AI systems, and LLM integration, Kovil AI has completed 150+ production AI deployments across lending, payments, insurance, and banking sectors in the US, UK, and Australia.
48hr
Match Time
2-Week
Risk-Free Trial
150+
AI Deployments
98%
Trial-to-Hire Rate
The Problem
Fraud detection, KYC pipelines, and underwriting automation aren't just engineering problems — they require engineers who understand financial compliance, audit trails, and regulatory requirements.
The AI talent market in financial services is brutal. Candidates with both AI engineering depth and FinTech domain knowledge are rare — and expensive. Kovil AI's bench is already vetted and ready.
Off-the-shelf AI tools aren't built for regulated industries. You need engineers who understand audit logging, PII handling, model explainability, and the difference between a demo and a production-grade system.
What We Build
We build AI systems with audit logging, explainability layers, and PII handling baked in from day one — not bolted on after a compliance audit.
Learn MoreEliminate manual underwriting steps, automate KYC document processing, and build fraud detection pipelines that run 24/7 without human bottlenecks.
Learn MoreAlready on Salesforce, HubSpot, Xero, or Stripe? We integrate AI models directly into your existing financial stack without rebuilding infrastructure.
Learn MoreFrom credit scoring models to real-time fraud scoring — we build the AI decisioning layer that replaces slow manual review with fast, auditable, automated decisions.
Learn MoreReal Builds
Six AI workflow automations we build specifically for FinTech companies. Each ships in 1–6 week sprints.
PDF uploaded → GPT-4o Vision extracts document type + fields → classifier routes to checklist → flags missing docs → notifies underwriter
New loan application → credit bureau data → AI risk scoring → decision engine [approve/review/decline] → decision letter → CRM
New deal enters pipeline → validate policy rules → AI extracts deal terms → auto-populate deal sheet → notify team → schedule review
New customer submits docs → GPT-4o Vision extracts ID data → AML screening API → risk score → approve/flag/escalate → CRM log
Engagement Models
Embed a pre-vetted AI engineer directly into your FinTech team. They work your hours, your tools, your Slack.
Hire an AI EngineerHave a specific AI product to build? We scope, build, and ship it with a dedicated squad and fixed timeline.
Start a ProjectInherited a broken AI build from another agency or vendor? We audit, fix, and maintain it.
Get RescuedWhy Kovil AI
| Kovil AI | In-House Hire | Freelance Platform | |
|---|---|---|---|
| Time to Start | 3–5 Days | 1–4 Months | 2–3 Weeks |
| Risk | Zero - 2-week trial | High | Medium |
| Cost | $$ | $$$$ | $ |
| Accountability | Managed + Audited | Depends | None |
| FinTech Compliance | Audit-ready | Depends | None |
Social Proof
FAQ
Most FinTech companies are matched with a vetted AI engineer within 48 hours of submitting a brief. The engineer starts on a milestone plan within 3–5 days, and every engagement includes a 2-week risk-free trial — you only pay if you hire.
Yes. Our FinTech engineers have experience building systems with audit logging, PII masking, explainability layers, and model governance documentation — the non-negotiables in regulated financial environments.
We build compliance-grade AI systems by design — structured audit logging for every inference, PII handling policies, explainability documentation, and model version management. We work alongside your compliance team to meet your specific regulatory requirements.
We build fraud detection pipelines, KYC/AML document processing systems, AI underwriting workflows, invoice reconciliation automation, real-time risk scoring models, and AI integrations into banking and payments infrastructure.
We're engineers, not a vendor. We build custom, production-grade AI systems on your infrastructure — no black-box APIs, no vendor lock-in, full IP ownership. Every system ships with documentation, runbooks, and compliance audit trails.
Free Resources
Find out where AI can have the fastest impact in your FinTech operations. Takes 4 minutes.
Take the Free AssessmentGet a ballpark on what your AI build might cost before any commitment. No sales call required.
Estimate My ProjectReady to Start?
Most FinTech companies are matched with an engineer within 48 hours. Your two-week trial is risk-free — you only pay if you hire.
Or call us directly: +1 646-535-9141