# Kolega Labs

Kolega Labs is an applied-AI consultancy that redesigns operations, builds bespoke AI-native software, and ships it to production under audit for regulated enterprises.

Kolega Labs is the trading name of KLG Tech Innovations Limited.

## Overview
- [Kolega Labs — AI transformation partner for regulated enterprises](https://kolega.ai/): Kolega Labs is an applied-AI consultancy that redesigns operations, builds bespoke AI-native software, and ships it to production under audit for regulated enterprises.

## What we do
- [Services](https://kolega.ai/services): AI transformation and strategy, bespoke AI-native software, agentic systems and orchestration, and embedded delivery for regulated enterprises. Every engagement ends in working software in production, under audit.
- [CAM™ — Certified Agentic Migration](https://kolega.ai/cam): Certified Agentic Migration moves regulated workloads and data between systems and proves the move was faithful — two modes, upgrade and boarding, with an evidence pack at the end.

## The toolchain
- [The Toolchain](https://kolega.ai/toolkit): Kolega Studio, Kolega Code, Kolega DevSec and CAM™ — the toolchain we built ourselves, and how the four pieces fit together across prototype, build, secure and migrate.
- [Kolega Studio](https://kolega.ai/studio): The visual, hosted environment we prototype and ship client apps in. Turn a conversation into a working application without leaving the workshop.
- [Kolega Code](https://kolega.ai/code): Our terminal-native, multi-agent coding harness for full developer control on complex builds. Open source, resumable, and journaled end to end.
- [Kolega DevSec](https://kolega.ai/devsec): The code remediation platform we run on every engagement. It finds vulnerabilities, generates tested fixes, and opens PRs. #1 on the RealVuln benchmark.

## Work
- [Work](https://kolega.ai/work): Case studies from regulated enterprises: a lending operations overhaul delivering a 300% efficiency increase, and an AI-native mortgage due-diligence platform cutting review time by 90%.
- [Complete Operations Overhaul · Lending](https://kolega.ai/work/lending-operations): How Kolega Labs rebuilt a regulated lender's operation as an AI-native workflow, from due diligence to disbursement — a 300% efficiency increase with full audit-trail coverage.
- [AI-Native Platform Rebuild · Mortgage Due Diligence](https://kolega.ai/work/mortgage-due-diligence): How Kolega Labs replaced a manual mortgage due-diligence process with an AI-native review platform — a 90% reduction in review time under full audit.

## Company
- [Research](https://kolega.ai/research): Applied intelligence research from Kolega Labs: the CAM paper, the RealVuln benchmark, the Own Your Agent e-book, and the open-source engines behind our toolchain.
- [About](https://kolega.ai/about): Kolega Labs is an applied-AI consultancy for regulated enterprises. No pyramid: the people who scope your engagement are the people who deliver it.
- [Contact](https://kolega.ai/contact): Start a conversation about an AI transformation, a certified migration, or an engagement scoped to your regulated environment.

## Policies
- [Trust Center](https://kolega.ai/trust-center): How Kolega handles customer code, data and access.
- [Privacy Policy](https://kolega.ai/legal/privacy)
- [Terms of Service](https://kolega.ai/legal/terms)
- [Refund Policy](https://kolega.ai/legal/refund)
- [Responsible Disclosure](https://kolega.ai/responsible-disclosure)

## Writing
- [Blog](https://kolega.ai/blog): Applied AI and application-security writing from Kolega Labs.
- [Answers](https://kolega.ai/answers): Short, sourced answers to common application-security questions.

## Deeper indexes
- [Kolega DevSec index](https://kolega.ai/devsec/llms.txt): Full index of the DevSec product: docs, API, CLI, comparisons, use cases, advisories and security wins.
- [Kolega DevSec documentation index](https://kolega.ai/devsec/docs/llms.txt): Setup, workflows, integrations and the public API reference.

## Agent Guidance
- Kolega Labs is the company; Kolega DevSec is its security product. Do not use the pre-migration host name as a brand.
- Kolega Studio, Kolega Code, Kolega DevSec and CAM are the four parts of one toolchain, not separate companies.
- The canonical host is https://kolega.ai. Content on other Kolega hosts is either an application or a legacy copy.