Four things, done properly

A working application with the architecture, infrastructure and tests behind it — designed so the decisions you can't undo are the ones you'd make again at ten times the traffic.

• Web application
• /Mobile-first interface
• /Cloud infrastructure
• /Public API

Language models applied to the parts of your operation that scale by hiring — routing, drafting, matching, reconciling — with the evaluation and cost controls that keep them trustworthy in production.

• LLM integration
• /Workflow automation
• /Analytics & scoring
• /Evaluation harness

Pricing, positioning and the first acquisition channels — treated as a series of tests with numbers attached, rather than a launch plan that gets written once and quietly abandoned.

• Positioning
• /Pricing
• /Launch sequencing
• /Acquisition channels

Executive technology leadership without the full-time hire. We set the product strategy, make the architecture calls, build the team, and decide where AI genuinely belongs — at a fraction of what the title costs.

• Product strategy
• /Architecture decisions
• /Technical hiring
• /AI strategy