Hire or commission work

Engagements where the problem is real, the constraints are known, and something has to actually run afterwards.

Areas of work

• AI systems architecture

  How the parts fit, where state lives, and what happens when a step fails.

• AI reliability

  Making a system that mostly works into one whose failures are visible and bounded.

• Persistent context and agent architecture

  Long-running systems that keep hold of what they are doing.

• Automation

  Business process automation, and the operational work of keeping it alive.

• Full-stack delivery

  Frontend, backend, and the plumbing between them.

• Technical audits

  An independent read on what a system actually does, versus what it is believed to do.

What to include

• The problem, in your own words, before any proposed solution.
• Who owns the outcome, and what changes for them if it works.
• Budget range and timeline, even approximate.
• What has already been tried.