About Alchemy Inside
Where 45 years of production engineering meets the AI wave.
Our Story
We've watched the AI agent wave arrive and seen the same pattern that appears in every technology wave: the people building the systems are optimizing for speed and ignoring everything that makes systems survive contact with reality.
Demo agents that impress a room in the afternoon. Production agents that fall apart at 2am when nobody's watching. The gap between the two is enormous — and almost nobody is engineering for it.
Alchemy Inside exists in that gap. We bring decades of production systems engineering to AI agent deployment — because the people whose businesses depend on these systems deserve better than demo-grade.
Who's Behind Alchemy Inside?
Founded by Bill Eisenhauer — a software engineer with 45+ years of production experience. Engineer #23 at a Silicon Valley startup that grew to $2 billion. Led engineering at ezCater. Built systems at Google, Nokia, Ernst & Young, Sabre, and Electronic Data Systems. Licensed Texas real estate professional since 2002.
Alchemy Inside isn't a big consultancy. It's an experienced builder who moves fast and gets it right. You're getting decades of production engineering applied to the hardest problem in AI: making agents actually work when nobody's watching.
Why "Alchemy Inside"?
Alchemy /ˈalkəmē/ noun
The transformation of something ordinary into something extraordinary.
You already have the raw materials. The expertise. The client relationships. The operations that keep your business running. What you don't have is the leverage — the ability to multiply what you're capable of without multiplying your headcount or your hours.
That's what a well-trained, well-managed agent workforce creates. Your best people's superpowers, focused on the right problems, running at a scale you couldn't reach alone. More done. More earned. More created. From the same team, the same hours, the same business — just transformed.
The "inside" is what makes it work. Not the flashy demo. The engineering underneath — the error handling, the monitoring, the graceful failures, the 2am reliability. That invisible layer is the difference between a party trick and a business transformation.
Your domain knowledge plus production-grade agents plus the right problems equals something greater than the sum of the parts. That's the alchemy. And it's inside everything we build.
What We Believe
Duty of Care
The people building AI systems owe a duty of care to the people whose businesses depend on them. We build like livelihoods depend on it — because they do.
Fast AND Right
The industry says you can build fast or build right. We refuse the tradeoff. Ship daily. Test relentlessly. Handle every failure gracefully.
Engineer for Failure
Every agent we build handles the happy path, the sad path, the edge cases, and the 3am failure nobody anticipated. Then it logs what happened and degrades gracefully.
Measure What Matters
Success rate. Latency. Cost per run. Error rate. Every agent has defined metrics. If it doesn't meet targets, we redesign — not hope.
No BS
No jargon. No buzzwords. No "seamlessly leverage AI to unlock synergies." We explain what we're building, why, and what could go wrong.
Teach the Method
Our methodology isn't locked behind consulting. The same principles we use in engagements are embedded in every product we sell. Start free. Go deep.
The Track Record
45 years production engineering
Systems that run when nobody's watching
Engineer #23 at a $2B startup
Stitch Fix, from garage to IPO
25+ production Claude skills
Across multiple domains
TREC real estate license
Texas, active since 2002
Daily Claude Code practitioner
Building with the tools we teach
8 agent-focused products shipped
From free assessments to the full playbook
Based in Austin, Texas
We work with builders and operators everywhere, but we're rooted in Austin — a city that understands what it means to build something from nothing.