From a $3.5K Production Audit to a $15–30K/mo embedded Retainer. I do research, spec, architecture, UX, and the build — solo, end-to-end. Plus two specialized engagements (LangChain Engineering, LLM Cost Optimization) for teams who already know exactly what they need.
I become your fractional founder for the AI product line. Research, spec, architecture, UX, AND the build — solo, end-to-end, in 4–6 weeks. Replaces a 4-contractor team ($115K typical) for half the cost, with zero handoff failures. Best for funded founders shipping a real AI product, not slideware.
Specialized engineering for the parts of your AI product that have to work in production — LangGraph state machines, hybrid RAG with reranking, custom tool-use, streaming, and the eval harness that keeps it from regressing. Often bundled inside an AI Product Sprint or Agentic Product Retainer; sometimes runs standalone at $8–25K.
Semantic caching, prompt compression, and smart model routing — without dropping output quality. Most teams overpay by 2–5× because nobody has looked at the token math since launch. Recent client: $14K monthly LLM bill cut to $5K in nine days, with three lines of code.
Senior product leadership for your AI line, without the FTE risk. 2–4 days/week embedded as your fractional CPO + Architect. Roadmap, architecture decisions, code review, hands-on builds when scope demands. Replaces a $1.2M/yr Principal PM + Staff Engineer + Lead Designer triad. 90-day exit, 14-month average duration.
Got an AI product idea and no team? I ship a working MVP in 3 weeks using AI-assisted development. Real auth, real database, real users — hosted, payment-ready, repo in your GitHub. Differentiated because most vibe-coded MVPs ship ugly; mine ship polished. 8 years of design + 5 years of Principal PM behind every screen.
Your AI agent shipped, costs tripled, quality drifted. I run a 2-week audit: 25-page report, cost analysis, eval-coverage gaps, top-5 prioritized fixes, baseline eval suite you keep. If you want me to fix it, the $3.5K credits toward a fixed-price Rescue Engagement ($25–80K). Lowest-risk way to start working with me.
2-hour deep-dive. I write a 1-pager: user journey, non-goals, success metric. You sign off before any billing starts. If we disagree on scope, this is where we find out — at no cost.
User interviews, system walkthrough, architecture memo. Framework choice (LangGraph vs CrewAI vs custom), state schema, tool list, eval strategy, cost projection. You approve before code.
Core path live by end of week 2 (ugly but functional). Real data + edge cases in week 3. Friday demos with traces and eval scores — not a black box for five weeks.
UX polish, observability dashboards, HITL on high-risk actions, documentation, 8-hour training session. 30 days of bug-fix support starts at handoff.
LangGraph for stateful agents · Anthropic Claude for reasoning · LangSmith for tracing from day one · Postgres / pgvector for retrieval. Every change ships behind an eval.
Below: three of the four. The fourth — Production Audit + Rescue ($3.5K → $25–80K) — is the entry-tier banner above. Pick what matches your situation: validating, building, fixing, or scaling.
Ship your AI product in 3 weeks.
For solo founders with an AI idea and no team. Working MVP with real auth, real database, real users — hosted, payment-ready, repo in your GitHub. Not a Streamlit demo. Differentiated by 8 years of design + product chops; my MVPs ship polished, not ugly.
I become your fractional founder for 6 weeks.
Discovery, spec, architecture, UX, and the build — end to end. Replaces a 4-contractor team ($115K typical) for half the cost, with zero handoff failures. Best for funded founders shipping a real AI product, not slideware. Solo or with Ayraxs talent bench when scope demands.
Fractional CPO + Architect, embedded.
Senior product leadership for your AI line, without the FTE risk. 2–4 days/week embedded. Replaces a $1.2M/yr Principal PM + Staff Engineer + Lead Designer triad. 14-month average duration; most engagements convert from a Sprint or a Rescue.
All engagements are fixed-price after a 20-min scoping call · Milestone-based payment · 90-day exits · Pakistan-based, working globally · Local-market pilot tier available — DM for terms.
Still unsure which service fits? Book a scoping call — 30 min, free, no pitch deck.
30-minute call. Sprint if you're building, Audit + Rescue if you're failing, Retainer if you're scaling, MVP if you're validating. If your situation is buy-not-build, I'll tell you that too. Pakistan-based · working globally · local-market pilot tier available.