Building from scratch? Non-technical and need a partner who'll think with you, not just ship tickets? Start with me.
Let’s talk with LarryFive ways we build with you. One way we work: senior humans, AI-native speed.
Whether you’re shipping your first AI feature or rebuilding the whole product, the team that pitches the work is the team that ships it.
01What we do
Five services. Each with proof.
- Flagship
Applied AI & Agentic Systems
AI features, agents, and LLM systems that ship to production — not demos that die in staging.
- Agentic systems & multi-step orchestration
- Retrieval & RAG architectures
- LLM evaluation, cost & latency optimization
- MLOps & production observability
Anchor caseRead the caseDelosEnterprise AI shipped in 12 weeks · 60h → 4 min research · 91% precision · −71% LLM cost
Idea to production: web, mobile, backend — by the same team, end to end.
- Web & mobile (React, Next.js, React Native)
- Backend & APIs
- Data layer & integrations
- Continuous shipping & guardrails
Anchor caseRead the caseSupreme Golf~$1M product built for ~$125K (8× cost leverage) · non-technical CEO shipping to production
A time-boxed start that turns ambition into a buildable product — without committing the whole engineering budget on day one.
- Discovery sprints (2–4 weeks, fixed scope)
- Prototyping & validation
- UX & interaction design
- Brand systems & visual identity
Anchor caseRead the caseApeironix (Triforta)POC → multi-tenant AI platform shipping live carrier data · 80%+ time saved on agency busywork · 5.0/5 Clutch
Keep what you've built running, scaling, and safe — especially when buyers or auditors ask the hard questions.
- Cloud architecture (AWS, GCP)
- CI/CD & deploy automation
- Observability & incident response
- Compliance posture (GDPR, Swiss nDSG, SOC 2 readiness)
Anchor caseRead the caseAgoraDataFirst-time SOC-2 Type 2 · 4× faster loan processing · +35% productivity
Senior engineers embedded in your team — vetted for technical and cultural fit, accountable like founders.
- Senior embedded engineers (no junior bait-and-switch)
- Technical leadership & architecture review
- Dedicated squads with named tech leads
- Long-term partnership orientation
Anchor caseRead the caseAIA48% lower costs across six mission-critical products · 24/7 ownership · multi-year embedded engagement
02Front door
How most clients start.
Two honest ways in. Neither is a packaged “AI workshop.” Both lead to a real partnership.
Productized · closed-scope
Agentic Dev Workflow Setup
We set up the system that lets your non-technical founders and teams build and ship safely — the same workflow Ryan Ewers used to ship Supreme Golf as a non-technical CEO. You get the workflow. You keep shipping. We’re there when you need expert advice.
See it in practiceConversation-led
Strategic AI Audit
We don’t sell audits off-the-shelf — they come out of a first conversation about your business. If an audit is the right next step, we’ll say so. If something else is, we’ll say that too.
Start the conversation03Honest register
What we don’t pretend.
No bench swap-out
The seniors who pitch your work are the ones who ship it.
No bench, no bait-and-switch, no junior dev parachuting in three weeks after kickoff.
No AI magic theater
We won't quote you for AI we can't ship.
If a foundation model alone solves your problem, we'll say so — and probably won't quote you for it.
No hours theater
We don't bill hours for ceremony.
If a task takes two days less than estimated, you pay for two days less. We're optimized for output, not timesheets.
No ghosting
We don't disappear after launch.
Our average partnership is 3+ years — because clients ask us to stay, not because contracts trap them.
04Pick your conversation
Pick the conversation that fits.
Have a technical team? Need a peer who can speak architecture, agent design, and production trade-offs — not vendor pitch? Start with me.
Let’s talk with Fede