Useful intelligence, clearly bounded
Start with the decision, workflow or operational burden rather than the model. Define what the system may see, which tools it may use and where people remain in control.
CAPABILITY / BUILD
AI that connects to the real world
Custom AI applications and agentic workflows that understand context, use approved tools and take controlled action across existing systems.
SYSTEM / READY
01CONTEXT
02TOOLS
03APPROVAL
04ACTION
ENGINEERING POSITION
The value is not the conversation but the reliable work the system performs
Agents that reach the real system
Connect models to approved APIs, databases, documents and internal tools so the software can gather context and perform useful work.
Actions you can inspect
Use structured outputs, approval gates, audit trails and outcome checks so agent activity can be understood and challenged.
TANGIBLE OUTPUTS
What the engagement produces
- 01A working AI application or agentic workflow
- 02Documented tool, permission and approval boundaries
- 03Integration with the relevant operational systems
- 04Evaluation, logging and exception handling
- 05A deployment and operating model suited to the data
START WITH THE DIFFICULT BIT