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Contexor

Services

Consultancy-led. Platform-backed.

Every organization's knowledge, permissions, and risk appetite are different. We start by solving your problem with you, then put it on a platform built to last.

The engagement model

Pilot, build, then license and managed service.

Each phase stands on its own and ends with a clear decision point. You move forward when the evidence supports it.

  1. 01

    Paid pilot

    Prove value on one use case, with evidence.

    We pick one high-value use case with you, connect a representative slice of your data, and build a working context engine for it. Success criteria and a plain-RAG baseline are agreed up front.

    What you get

    • Scoped use case, data sources, and success criteria
    • Working pilot deployed in your environment
    • Evaluation set built from your own questions
    • Results compared against a plain-RAG baseline
    • Recommendation and plan for production
  2. 02

    Tailored build

    Take what worked to production.

    We extend the pilot into a production system shaped around your organization: your ontology, your entitlements, your policies, and your workflows, deployed in your own cloud and integrated with your identity provider.

    What you get

    • Production deployment in your VPC
    • Integrations with priority systems of record
    • Business ontology and knowledge graph for your domain
    • Permissions, policy, DLP, and approval flows configured
    • Security review support and operational runbooks
  3. 03

    Platform license + managed service

    Run it, improve it, and expand it.

    You license the Contexor platform and we operate alongside your team: keeping it current, monitoring quality, and extending it to new use cases as your needs grow.

    What you get

    • Ongoing platform license and upgrades
    • Continuous evaluation and regression testing
    • Monitoring, support, and incident response
    • New connectors, tools, and use cases over time
    • Regular reviews of quality, usage, and cost

Why consultancy-led

Every engagement funds and hardens the platform.

Our consulting engagements are how Contexor's reusable platform gets built. The fees from each engagement fund platform development, and the problems we solve in the field are generalized back into the core product as connectors, policy controls, evaluation harnesses, and operational tooling.

The result is a platform that is continuously tested against real enterprise environments, and customers who benefit from the hardening paid for by every engagement, not just their own.

What goes back into the platform

Generalizable, non-confidential improvements: reusable connectors, policy and permission primitives, evaluation methods, security hardening, and deployment automation.

What stays yours

Your data, your documents, your configuration, and the business-specific logic and content that describe your organization. Specific ownership terms are set out in each engagement agreement.

Why it matters to you

You get a tailored system without carrying the full cost of building and maintaining a platform alone, and it keeps improving after your build is done.

Working together

What a good engagement needs.

From us

  • A small senior team that designs, builds, and operates the engine
  • Clear scope, success criteria, and decision points at each phase
  • Transparent evaluation results, including where the engine falls short
  • Documentation and handover your teams can rely on

From you

  • An executive sponsor and a business owner for the use case
  • Access to subject-matter experts to shape questions and review answers
  • A path to the relevant data sources and identity systems
  • Early involvement from security, risk, and compliance

Scope a pilot with us.

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.