From assessment to implementation.

01 / Advisory

Decide where AI is worth using.

For teams evaluating opportunities, comparing approaches, or deciding whether to invest in a particular use case.

We review the current workflow with the people who use and own it. The assessment considers available data, existing systems, operational constraints, and alternatives to AI.

Typical deliverables

• A prioritized set of use cases and the business problem behind each.
• A data and system-readiness assessment.
• Feasibility, cost assumptions, risks, and dependencies.
• A recommended next step and a scoped prototype brief where useful.

The decision: what to test, what to defer, and what may not need AI.

02 / Prototypes

Test a use case before a wider commitment.

For a defined problem that needs a working demonstration and evidence of usefulness.

We build a focused prototype using an agreed environment and data. Your team can try the workflow, inspect its behavior, and evaluate it against a baseline.

Typical deliverables

• A working prototype for the agreed use case.
• A documented evaluation with representative tasks and success criteria.
• Observed failure modes and performance or cost measurements where relevant.
• Recommendations and requirements for a production implementation.

The decision: proceed, revise the approach, or stop based on the evidence.

03 / Implementation

Put a validated capability into use.

For teams with a clear use case, agreed acceptance criteria, and an implementation owner.

We develop the application and integrations around your existing workflow. We agree on access, data handling, human review, and operational responsibilities with your team.

Typical deliverables

• Application features and integrations within the agreed scope.
• Testing and evaluation against acceptance criteria.
• A deployment and rollback plan, with operational monitoring requirements.
• Technical documentation and handover to the people maintaining the system.

The result: an implemented capability with clear operating responsibilities. Ongoing support is scoped separately.