Knowledge & data

Knowledge graph and ontology design

The entity types, relationships and confidence rules that let a company's knowledge be connected instead of piled.

What you get

Each deliverable names the format it arrives in. These are the formats the stack produces today.

  • Ontology document

    Entities, predicates, rules

  • Extraction rules

    Per source type

  • Seeded graph over your first source set

    On the platform, or exported to your store

  • Handover notes

    How to extend it

How it works

  1. 1

    Map the domain

    What kinds of things exist in your business and how they relate.

  2. 2

    Set the rules

    How each is recognised, merged and scored for confidence.

  3. 3

    Seed and review

    A first graph is built and reviewed before the pipeline runs on more.

Where it fits

The teams whose pages list this capability.

What runs where

On the platform

  • The platform's typed ontology and confidence scoring are the starting point

Built for you

  • Your domain's types and rules; an export to your own store if needed

What stays under your control

The promises that hold on every engagement, and the ones we do not make on this one.

On every engagement

  • Outputs cite the document or conversation they came from, so a person can check before acting.
  • A person approves anything that reaches a customer or writes to a system of record.
  • Delivery is Slack, email or a document you own. Other channels are not offered.
  • Fixed price, agreed before we start. Nothing numeric is published on this site.

The work runs on the TurnkeyGTM platform where it fits, and on plain software where it does not.

Not promised here

  • Design plus a first build; ongoing extraction lives in the platform or your pipeline.
  • Confidence scores describe extraction certainty, not business truth.

Questions we get asked

How an engagement runs

One call to scope it, one fixed price to approve, one build you can trust before it goes live, then a handover.

The full process
  1. 1

    Scope the work

    A thirty-minute call on what your team does by hand every week, where the information lives, and who needs the output.

  2. 2

    Fixed price, ROI up front

    You get a written proposal with a fixed price and an honest estimate of the hours it gives back.

  3. 3

    Build beside your process

    We design and build the automation and run it next to the manual version until the outputs match and you trust them.

  4. 4

    Hand over, keep it running

    Documentation and runbooks so your team owns it.

Tell us where this fits in your week.

A thirty-minute call is enough to scope it. Fixed price, agreed before we start.