From workflow fit to owned operation.

Start with the business work, not a predetermined product. The engagement expands only when the evidence justifies the next stage.

No package tiers. No published numeric prices. Scope follows the workflow and the evidence.

Five stages. Each one has to earn the next.

Every stage names what happens, what you receive, what you provide, what is out of scope, and where ownership sits.

  1. Workflow Fit Call

    Duration
    30 minutes
    Commercial
    Free

    30 minutes, free, led by the founder. Qualify the problem and decide whether a Sprint makes sense.

    What you receive
    A direct fit assessment and a clear next-step recommendation.
    What you provide
    One costly, inefficient, or strategically important workflow.
    Explicitly out of scope
    A full diagnosis, prototype, or production recommendation.
    Ownership
    No system asset is created at this stage.
  2. AI Workflow Sprint

    Duration
    Two weeks
    Commercial
    Fixed price, agreed before we start.

    Two weeks, fixed price agreed before work begins. One workflow mapped; the available baseline measured or a measurement plan established; a working prototype tested with representative users where access permits; production recommendation and scope delivered.

    What you receive
    A mapped workflow, available baseline or measurement plan, tested working prototype, and production recommendation with scope.
    What you provide
    Access to the workflow owner, relevant context, and representative users where access permits.
    Explicitly out of scope
    Production deployment and organization-wide rollout.
    Ownership
    Sprint artifacts and the production recommendation are handed over.
  3. Production Build

    Duration
    Four to eight weeks
    Commercial
    Scoped from the Sprint evidence

    Four to eight weeks. Build and deploy the validated solution — an AI workflow, monitoring or data pipeline, knowledge system, specialized skill, integration, internal tool, or custom software — plus governance, evaluations, documentation, basic team rollout, and handover.

    • AI workflow
    • Monitoring or data pipeline
    • Knowledge system
    • Specialized skill
    • Integration
    • Internal tool
    • Custom software
    What you receive
    The validated system, governance, evaluations, documentation, basic team rollout, and handover.
    What you provide
    Agreed access to the systems, knowledge sources, subject-matter owners, and approval decisions required by the scoped build.
    Explicitly out of scope
    Additional workflows, roles, departments, and major integrations outside the agreed scope.
    Ownership
    The repository, system logic, rules, workflows, evaluations, integration code, configuration, and documentation are delivered as your asset.

    Ownership transfers hereRepository, logic, evaluations, documentation

  4. Expansion & Team Rollout

    Duration
    By agreed scope
    Commercial
    Separately agreed

    Additional roles, workflows, departments, role-specific training, and usage measurement.

    What you receive
    Additional roles, workflows, departments, role-specific training, and usage measurement.
    What you provide
    Priorities, participating roles, operating context, and access appropriate to the agreed expansion.
    Explicitly out of scope
    Work beyond the separately agreed expansion scope.
    Ownership
    New work joins the client-owned system and its documentation.
  5. Improvement & Maintenance

    Duration
    Ongoing, optional
    Commercial
    Optional

    Optional light maintenance. New capabilities, major integrations, and model migrations are separately scoped.

    What you receive
    Optional light maintenance and separately scoped improvements or migrations.
    What you provide
    Current priorities, access needed for the agreed work, and timely approval of material changes.
    Explicitly out of scope
    New capabilities, major integrations, and model migrations unless separately scoped.
    Ownership
    Access to the existing asset never depends on continuing maintenance.