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Internal copilots & enterprise knowledge search

Help teams find approved context, compare sources, prepare work, and complete bounded internal tasks without exposing private knowledge publicly.

Discuss your project Explore your first build

The problem we can help solve

People spend time searching, reconciling versions, and rebuilding context before they can make or prepare a decision.

Creates a permission-aware knowledge and task layer that shows sources, uncertainty, and the boundary of each answer or action.

What we would measure

  • Less repetitive search and synthesis
  • Faster access to useful context
  • More consistent source-aware work

We agree on a baseline and acceptance criteria before development. These are intended improvements, not guaranteed results.

What your system can include

Choose the modules your first workflow needs. The rest can follow when they are useful.

  1. Permission-aware source access

  2. Semantic search and retrieval

  3. Copilot task flows

  4. Citation and confidence interface

  5. Feedback and correction loop

  6. Evaluation and usage observability

What you receive

  • Knowledge and access map
  • Search or copilot interface
  • Task and citation model
  • Evaluation and operating guidance

Tools and connections

  • Drive, SharePoint, Notion, or document stores
  • Internal portals and identity providers
  • Ticketing, CRM, and line-of-business tools

Access, provider costs, permissions, and compatibility are confirmed during scoping.

Explore the relevant work

Buildable capability. No private enterprise corpus or deployment is represented on the public site.

Browse our work
Implementation and delivery

We define the first workflow together, build and test it, then prepare release and operating handover. Scope, milestones, support, and ownership are agreed before work starts.

  • Grounded knowledge assistants & RAG

    Permissioned source ingestion, retrieval, citations, uncertainty, evaluation, and safe escalation around approved business knowledge.

  • Internal tools & operator consoles

    Dense, role-aware interfaces for teams to review context, resolve exceptions, coordinate work, and understand system state.

  • Data pipelines & system integrations

    Source mapping, APIs, transformations, synchronization, lineage, quality checks, failure handling, and ownership.

  • AI evaluation, guardrails, security & observability

    Representative test sets, source and tool evaluation, prompt/version control, rate and cost limits, failure states, and monitoring.

Requirements and limitations
  • Private sources require real authorization and ownership rules
  • A copilot does not replace the accountable domain owner

We confirm who owns each system, who can access the data, and how failures are handled before connecting production tools.

Let’s find the right first build.

You do not need a technical specification. Tell us what you want to improve, or use the guided planner to explore the options.

Discuss your project