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AI implementation services

Put one valuable AI workflow into operation.

Worktree works alongside your team to map the real process, connect selected systems, define human control, test difficult cases, and launch a managed workflow.

WT

Illustrative workflowClient onboarding review

Implementation
  1. 01Request receivedNew
  2. 02Systems checkedReady
  3. 03Approval requiredHuman
  4. 04Result recordedPending
Workflow ownerOperationsAcceptance pathDefined

From prototype to operation

The first demo is only the beginning.

A useful prototype proves that a model can produce an answer. A working deployment defines how the job starts, what the system may use and change, when a person decides, and how the result is reviewed.

01

Purpose

A named owner and a job the team can explain.

02

Context

Selected systems and information the workflow may use.

03

Authority

Actions it may take and decisions that remain with people.

04

Exceptions

A route for missing context, unusual cases, and failures.

05

Acceptance

Representative cases and an agreed standard for launch.

06

Evidence

Visible outputs, decisions, and material changes.

Workflow anatomy

Give the system a job your team can explain.

A defined workflow makes the deployment easier to test, control, and improve. Each part answers a practical operating question.

Explore workflow examples

Illustrative workflow

  1. 01SignalWhat starts the work?
  2. 02ContextWhat may the agent use?
  3. 03RoutineWhat path should it follow?
  4. 04JudgmentWhere must a person decide?
  5. 05RecordWhat evidence should remain?

The implementation path

Move from the current process to a controlled launch.

Each stage resolves a different operating question and leaves behind something the team can inspect.

  1. 01

    Understand the work

    We follow the process as it actually happens, including the handoffs, workarounds, exceptions, and decisions that rarely make it into a procedure document.

    Artifact
    Current process map
    Decision
    Workflow owner confirmed
  2. 02

    Define success and authority

    Your team defines what a useful result looks like. Together, we separate routine actions from decisions that still require human judgment.

    Artifact
    Acceptance cases
    Decision
    Authority agreed
  3. 03

    Design the workflow

    We specify the trigger, required context, operating routine, approval points, exception paths, and record the workflow should leave behind.

    Artifact
    Workflow specification
    Decision
    Path approved
  4. 04

    Connect and build

    A Worktree engineer configures the agent, connects the selected systems, and implements the access boundaries and controls around the job.

    Artifact
    Systems and access matrix
    Decision
    Connections verified
  5. 05

    Test the usual and difficult cases

    We evaluate representative work, incomplete inputs, edge cases, and failure conditions before asking the team to rely on the workflow.

    Artifact
    Evaluation set
    Decision
    Criteria met
  6. 06

    Accept and launch

    The team reviews the operating boundaries, accepted behavior, known limitations, and escalation path before the workflow moves into production.

    Artifact
    Launch record
    Decision
    Release accepted

Connections and control

Connect the work, not just the software.

Implementation is the relationship between the trigger, the information the job needs, the actions the workflow may take, and the moments where a person must remain involved.

Explore security and access controls
Illustrative systems and authority matrixWorkflow 01
FunctionAccessAuthority
Customer recordsSelected fieldsRead
Team inboxAssigned requestsDraft
Project trackerRelevant workspaceUpdate
External actionApproved destinationApproval
Exceptions route toNamed workflow owner

Implementation evidence

Know what has been decided before the workflow goes live.

Implementation should leave your team with more than a configured agent. The operating role, boundaries, test cases, and launch decisions remain visible.

Explore the Worktree product
  1. 01

    Consultation Blueprint

    The role, workflow, systems, decisions, exceptions, and expected outcome.

    Prepared
  2. 02

    Acceptance set

    Representative and difficult cases used to decide whether the workflow is ready.

    Prepared
  3. 03

    Launch checklist

    Connections, permissions, approvals, escalation routes, and owner sign-off.

    Prepared
  4. 04

    Initial Deployment Record

    The accepted scope, current controls, limitations, and first operating review.

    Prepared

A hands-on working relationship

Your team supplies the operating truth. Worktree carries the implementation.

Your team brings
  • A process owner
  • People who know the work
  • Real examples and exceptions
  • Access to selected systems
  • A clear reason to improve the job
Worktree brings
  • Workflow analysis and engineering
  • Integration and control design
  • Testing and acceptance
  • A controlled launch path
  • Documented operating boundaries

Common questions

Before the work begins.

What is included in an AI implementation?

Worktree maps the selected process, defines the workflow and controls, connects the agreed systems, builds and tests the deployment, and prepares the operating evidence needed for a controlled launch.

Do we need a technical specification before we start?

No. Bring the recurring work, the people who understand it, and examples of what good and difficult cases look like. The specification is an output of the implementation process.

Can the workflow use our existing systems?

Where a suitable connection and access path exists, the implementation can use selected business systems. The exact connections and permissions are defined during scoping.

Can people approve sensitive actions?

Yes. Approval and escalation points are designed around the workflow so decisions can stay with the people who hold the authority and context.

Start with the real work

Bring us the workflow. We will help define the path to production.

Start with recurring work that is delayed, repeated, or still depends on the same overloaded person.