EXPERTISE / 07

AI & Commercial SystemsMake the work repeatable. Keep the judgment.

Turn recurring research, relationship, content and performance work into practical systems with clear inputs, useful outputs and accountable owners.

THE BUSINESS QUESTION

Which workflow should work better?

A GOOD FIT WHEN

Important work is scattered across tools, follow-ups depend on memory, or the team is repeating tasks that could be organised and assisted.

Discuss this priorityExplore the systems

WHAT THE WORK PRODUCES

  1. Workflow audit, priority use cases and system requirements
  2. Research, CRM, outreach and content workflow design
  3. Scoped AI-assisted workflows and connected tool implementation
  4. Review rules, exception handling, reporting and operating handover
What we need from you

The existing workflow, available tools and data, access permissions and the people responsible for reviewing and operating the system.

How we review progress

Output quality, time required, completion and follow-through, alongside the commercial measure the workflow supports.

Ownership and scope

We agree the integration and implementation scope for each workflow. Product engineering remains with the founder’s team; commercial workflow implementation is defined separately.

YOUR NEXT STEP

Bring the question.
We’ll shape the work.

Tell us what you’re building and where you need clarity. We’ll review the context, explore the fit and agree a useful next step.

Discuss your ventureA short note is enough to start.