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FIT · RUN — Custom AI development

Built for your business.

Build the AI your business needs. We connect your data, workflows, and existing systems to turn an idea into a service your team can use.

Stages we cover

  1. 01Find
  2. 02Fit
  3. 03Run
  4. 04Grow

What you get

  • 01

    AI connected to your workflow

    We connect to existing systems so AI output leads to approval, action, and a record.

  • 02

    Build on shared components

    We adapt existing conversation engines, human handoff flows, and payment and messaging components to your needs.

  • 03

    AI safeguards

    We design safeguards to detect and respond to errors, including personal data removal, budget limits, and fact-checking.

How it works

  1. Step 1

    Design

    We define human and AI roles, data flows, and evaluation criteria together.

  2. Step 2

    Prototype

    We use shared building blocks to create a working version you can test.

  3. Step 3

    Limited rollout

    We run it on part of the work to check quality and cost in practice.

  4. Step 4

    Full launch

    Once the agreed criteria are met, we expand the scope and move to full operations.

Deliverables

  • A production-ready AI service (web, admin tools, API)
  • Integrations with your existing systems
  • Evaluation sets and quality monitoring
  • Runbooks and incident procedures

A good fit when

  • You need support with recurring decisions in customer service, moderation, or content production
  • You need AI that answers from your own documents and data
  • You're launching a new service with AI at its core

Next step

After launch, the dedicated team keeps improving and operating the service.

Learn more: Dedicated AI engineering team

Tell us what you want to change with AI.

Tell us about the service you want to build or the work you want to change. We'll define a starting point and scope together.