We rebuild regulated enterprises for the AI era. Securely.
Kolega Labs is an applied-AI consultancy. We embed with your teams to redesign operations, build bespoke AI-native software, and ship it to production under audit. A toolchain we built ourselves lets us move faster than teams starting from scratch.
We don't add AI features. We rebuild how the business runs, and we ship the software ourselves.
Most firms hand you a slide deck. We embed with your teams, redesign the operation, and deliver working systems in production, using the same toolchain we built for ourselves.
How we make regulated enterprises relevant in the AI era.
Engagements range from a focused transformation workshop to embedded, multi-quarter delivery. Every engagement ends in working software in production.
AI Transformation & Strategy
We embed with your leadership and operating teams to find where AI changes the economics of the business, then commit to a roadmap with measurable outcomes and accountable timelines.
Bespoke AI-Native Software
We design and build production software from the ground up: AI-native, audit-ready, and engineered for regulated environments. You own the result.
Agentic Systems & Orchestration
We architect and deploy coordinated agents that run real operations end to end, making decisions, executing transactions, and adapting under governance.
Embedded Delivery & Managed Evolution
We stay in the build with your teams, shipping iteratively and keeping systems improving long after launch, with security and compliance built in.
We embed, redesign, and rebuild from the inside out.
Deep Business Analysis
We map the whole ecosystem, from processes to data to decision points, to find the highest-impact transformation.
AI-Native Architecture
We design systems that reimagine how the business should operate, rather than automate what already exists.
Agentic Implementation
We build and deploy coordinated agents that execute complex operations end-to-end, under governance and audit.
Continuous Evolution
Systems learn and adapt. We stay embedded to optimise operations and surface new opportunities over time.
We build the tools we deliver with.
Kolega isn't advice alone. We've built a full, production-grade AI toolchain, and we use it on every engagement to move faster and ship safer than teams starting from zero. The same tools are available to your teams.
Kolega Studio
Turn a conversation into a production app. The visual, hosted environment we prototype and ship client apps in.
kolega.studio →Kolega Code
Our terminal-native, multi-agent coding harness for full developer control on complex builds. Open source.
github.com/kolega-ai →Kolega DevSec
The code remediation platform we run on every engagement. It finds vulnerabilities and ships tested fix PRs. #1 on RealVuln.
kolega.dev →We contribute real infrastructure to the field, not white papers.
The credibility behind our consulting is public. We open-source the engines we build, and we initiated an independent benchmark that ranks them against the frontier in the open, so our claims are checkable.
Open-source engines
Kolega Code (multi-agent coding) and Kolega Scan(security scanning) are open source. They're the same engines we deploy on engagements. Start with the open core, then move to our managed platform when you need scale, support, and audit-grade guarantees.
Explore the open source →INDEPENDENT BENCHMARKRealVuln
An open-source benchmark of real vulnerabilities across production-style repositories. We initiated it and publish results openly. Its value is its independence, so we link to it rather than absorb it.
realvuln.com →Full proof, not compressed claims.
In regulated-industry selling, compressed proof reads as unsubstantiated. Each engagement below is a full case study: the process before, what we deployed, the controls, and the measurement period.
Complete Operations Overhaul
Redesigned and automated a lending operation from due diligence to disbursement, with AI agents that coordinate stakeholders and adapt to regulation in real time.
AI-Native Platform Rebuild
Built a ground-up AI-native platform for mortgage due diligence, turning manual review into intelligent workflows that handle risk assessment and compliance at scale.
The teams we've built with
Let's talk about your transformation.
Whether it's a focused workshop or a multi-quarter rebuild, we'll scope a clear path to becoming AI-native, securely and without failing an audit.