Security-first AI & software
Munin Labs delivers the most secure OCR, the most capable and fastest go-to-market AI call agents, and the most secure web application development. Engineered with the rigour of financial services, shipped at startup speed.
What we do
Each offering is built on the same foundation: threat modelling before the first line of code, defence in depth, and full auditability.
The most secure OCR.
Turn statements, KYC documents, invoices, claims and contracts into structured data without your documents ever leaving your control.
The most capable agents. The fastest go-to-market.
Inbound and outbound voice agents that handle real conversations, follow your compliance rules, and go live in days rather than quarters.
The most secure web application development.
Customer portals, internal tools and platforms built the way a bank would want them built, without the bank's timelines.
How we work
Most vendors treat security as a tier you pay extra for. We treat it as the starting point. Every engagement, whatever its size, gets the same controls.
We start with your data, your regulators and your worst-case scenario. That shapes the architecture before anything is built.
On-premises, in your VPC, or in an isolated tenant. You own the keys, the logs and the data.
Short, measurable milestones. You see working software early and often, with evidence at every step.
Full documentation and runbooks so your team can run it. Or we run it for you under a clear service agreement.
Founder
Munin Labs was founded by an AI engineer who spent years building and securing systems inside the financial services industry, where every model, every document and every customer conversation is subject to audit.
That background is the whole point. We know what compliance, risk and security teams will ask before they ask it, and we design for those questions from the first conversation. The result is AI that a regulated business can actually deploy, not just pilot.
Named after Munin, the raven of memory in Norse legend: the one that returns each day with everything it has seen, and forgets nothing.
Pricing
Many AI vendors price as a share of the savings or revenue they project for you. We do not. Our pricing reflects the scope, complexity and effort of the work we actually do, so the value it creates stays with you.
A defined deliverable, a defined price. OCR deployments, agent launches and application builds with a clear specification.
Most common
We run and improve your OCR pipeline or call agents for you. A flat monthly fee covering infrastructure, monitoring and support.
Reserved capacity from our team for ongoing development, security reviews and advisory work.
Schedule a demo
Every demo is tailored. Tell us which services interest you and what you are trying to solve, and we will prepare a session around your use case rather than a generic slide deck.
Contact
Questions about security posture, procurement, partnerships or anything else. We reply within one business day.
