How I work

Three moves to ship real value.

We scope the right bet, deliver it at production quality, and keep iterating with real signals. No handoffs, no bloated teams — just momentum.

Discover

We confirm the opportunity, capture constraints, and highlight the signal worth chasing so the plan is obvious before code ships.

One-page product brief with metrics
Architecture sketch tying AI, data, and native surfaces
Execution timeline with owners and milestones

Launch

You get production-ready software—infra, MCP agents, Swift clients, and web—wired with the right guardrails and documentation to operate confidently day one.

Integrated builds across web, native, and AI surfaces
Automated deploy pipeline and observability
Showcase walkthrough with key customer stories

Iterate

Post-launch, we stay in a tight loop: monitoring analytics, refining prompts, and tuning UX flows to keep traction and margins climbing.

Usage dashboards with alerting hooks
Prompt and model optimization backlog
Backlog of experiments prioritized by impact