Transform how your company sellsoperatesgrowsserves customersmakes decisionsscales sells
Production AI for B2B SaaS and financial teams, built into your stack and measured in the numbers that matter. Built by an engineer who has shipped this at scale for a decade.
End-to-end AI outbound for an SDR team across EMEA and NORAM: research → sequence → enrol. 2x open rates, 2x approved opportunities, 2 to 3 hours saved per rep per day.
Read the caseArchitected and shipped the in-app employee referral engine as Tech Lead of the Incubation team. Now the platform’s top revenue channel.
Read the caseReplaced an annual vendor translation contract with an in-house LLM pipeline. Shipped in 6 weeks. 12,000+ key-value pairs translated since Jan 2024.
Read the case
Two places AI moves your numbers.
Start with one high-impact use case. I ship it to production, wire in the guardrails, and hand it to your team to own.
AI on the revenue side of your business. Outbound agents, lead scoring, customer engagement, wired into your CRM and measured in pipeline, not usage.
AI built into how you operate and what you sell. Ship the systems, wire in the evals and governance, leave your team able to run it. Any domain where an exec sponsor and a real number are on the table.
Your transformation in three steps.
No big-bang rollout. We pick one high-impact use case, ship it to production, and leave your team able to run and extend it.
- 01
Pick one high-impact use case
We find the one place AI moves a real number, revenue up or cost down, and scope it tight. One use case, one metric, signed off before any code.
- 02
Ship it to production
Built into your stack, behind your auth, with evals and guardrails wired in. A working system in weeks, not a demo that dies. Explainable and compliance-aware where the domain needs it.
- 03
Your team owns it
Runbooks, governance, and paired coaching so the capability stands on its own. You keep the system and the know-how after I leave.
Most AI consultants can't build. Most builders don't get the business.
I have shipped production AI inside real companies for a decade. Search at 10M users, an LLM pipeline that cut serving cost by $337K, AI sales agents that doubled outbound conversion at a Unicorn-stage B2B SaaS, an employee referral system at Beekeeper that drives $1.5M/yr in revenue. I speak plainly, already know which questions matter, and I run toward the problem. You get the senior person, not a team of junior hands.
Behind on AI and not sure where to start?
Book a 30-minute call. I'll tell you what's worth building, what isn't, and whether I'm the right person for it.