Understand the Workflow
We begin with the people, tasks, and systems involved. Together, we identify the current process, its limitations, and the outcome the project should support.
Our process
A clear path from idea
to implementation.
We structure projects around a defined business outcome, practical delivery milestones, and measurable acceptance criteria.
OutputProblem definition and initial scope.
Define the System
We map the required data, integrations, agent responsibilities, approval steps, and the boundaries of what the system should do.
Build a Focused Prototype
We develop a limited version of the core workflow to test the approach and surface constraints early.
Develop & Evaluate
We build the agreed solution and assess it against representative tasks, expected outputs, and failure scenarios.
Deploy & Handover
We configure the agreed environment, document the system, and guide your team through its operation.
Monitor & Improve
Where ongoing support is included, we review performance, maintain integrations, and prioritise improvements.
Common questions
Before we begin.
Do we need a detailed technical specification?+
No. A description of your workflow, current tools, and desired outcome is enough to begin a discussion.
Can you work with our existing software?+
We assess available APIs, access permissions, and integration options before confirming the approach.
Will the AI operate independently?+
The level of autonomy depends on the task. Sensitive actions can require human approval, while routine permitted steps can run automatically.
Do we need multiple agents?+
Not every workflow benefits from multiple agents. We choose the architecture based on task complexity and evaluation results.
How are cost and timelines determined?+
They depend on scope, integrations, data readiness, evaluation requirements, and deployment needs. These are defined in the project proposal.
Is maintenance included?+
The proposal specifies the support period, included work, ongoing charges, and responsibility for third-party services.
Let’s make it practical
Ready to move from idea to implementation?
Tell us what your team does today and what you want to make easier. We’ll help define a practical starting point.