Custom AI context engines for the enterprise.
Trusted context.
Governed action.
Contexor builds custom, permission-aware context engines that give your AI the right knowledge, the right tools, and the right limits. Deployed in your own cloud, and built around how your business actually works.
The problem
Enterprise AI breaks down on context and control.
Models are increasingly capable and widely available. What separates a demo from a system you can trust is what the model is given to work with, and what it is allowed to do.
Knowledge is scattered
Policies, procedures, contracts, tickets, and system records live in different places, with different owners and formats. Plain retrieval returns fragments, not understanding.
Permissions don't follow the data
Once content is copied into an AI index, the access rules that protected it are easy to lose. In a regulated business, one leaked answer is one too many.
Actions need guardrails
As assistants move from answering to doing, every tool call needs identity, policy, approval, and an audit trail your risk and compliance teams can stand behind.
The platform
Three planes. One governed context engine.
Contexor separates what AI knows, what it can do, and what it is allowed to do, so each can be designed, tested, and audited on its own terms.
Why Contexor
Built for enterprises that can't afford to get AI wrong.
Contexor is designed for any enterprise that needs AI to respect its data, permissions, and rules. That includes regulated industries such as financial services, healthcare, and insurance, where accuracy, access control, and evidence are not optional.
Permission-aware by design
Every answer is assembled only from content the requesting user is entitled to see.
Runs in your cloud
Deployed inside your own VPC, so your data stays within your boundary.
Open interfaces
Context packages and tools are delivered over MCP and an API, so they work with the assistants and models you choose.
Measured, not claimed
We evaluate against plain RAG on your own questions and share the results with you.
How we engage
Consultancy-led, platform-backed.
We work alongside your team to solve a real problem first. Each engagement also funds and hardens the reusable Contexor platform, so every customer benefits from what we learn. Learn about our services.
- 01
Paid pilot
One high-value use case, scoped with clear success criteria and measured against a plain-RAG baseline.
- 02
Tailored build
We take what worked to production in your cloud, integrated with your identity, data, and policies.
- 03
License + managed service
You run on the Contexor platform with ongoing upgrades, evaluation, and operational support.
Start with a paid pilot on your own data.
Bring one high-value use case. We scope it, build it in your environment, and measure it against plain RAG, so you can decide on evidence.