AI needs watching
Agents drift. Nobody reads the output at 2am.
Two ways to work with Hayat · 02
Your first AI system,
live inside eight weeks.
A forward deployed engineer is someone technical who moves into your company and builds the AI inside it, instead of advising from outside. This one arrives with twenty years of operations and three exits behind him, and connects your processes to the depth of AI intelligence available.
These publications have written about Hayat
Left alone, AI drops the ball.
It says the wrong thing
Confident, fluent, wrong. That is a real number gone bad.
Most AI experts never operated
Brilliant with models. Never closed a month end.
That is the job. Connected to your systems, watching every output, answering for the results.
What each function reports back.
FinanceCash, margin and runway answered live, not three weeks after the monthSalesEvery ICP account researched and contacted before a rep opens a laptopOperationsThe repeat work runs itself, and month end lands in two daysPeopleOnboarding, appraisals and reviews written and waiting for managersComplianceEvidence collected as you go, so an audit stops being a fire drillStrategyCompetitor and market moves on your desk the day they happenDataScattered systems turned into one trusted asset you can price and licenseIPEvery filing near your core caught early, your portfolio valued properly
How it runs.
Week one, inside
In your meetings, your inbox, your systems. The work gets mapped where it actually happens.
Build, in your stack
Agents wired into the tools you already run. Nothing ripped out, nothing rebuilt for show.
Live inside eight weeks
The first system runs real work, watched by a named owner: me.
You keep everything
Code, agents, accounts, documentation. No lock in by design.
What it looks like wired in.
You keep everything.
- The code, in your repositories
- The agents, in your accounts
- The documentation, written as it is built
- No notice period, no equity, no lock in by design
If the work stops, nothing switches off and nothing has to be handed back.
Who is actually in the building
Hayat Amin.
Twenty years running finance and operations before any of this was called AI. The person in your systems, your meetings and your standups is the same person who answers for what the agents do.
- 20years operating, not advising
- 8weeks to the first live system
- 1named owner, start to finish
Questions people ask.
What is a forward deployed engineer?
Someone technical who moves into your company and builds the AI inside it, instead of advising from outside and leaving you a roadmap.
How fast does something actually run?
The first system is live inside eight weeks. Week one is spent in your meetings and your systems, and you see working software in the first month rather than a deck.
Does this replace my team?
No. It takes the repetitive work off them. Same people, higher value work.
Who owns what gets built?
You do. Code, agents, accounts, documentation. No lock in by design.
Is our data safe with AI in the loop?
Everything runs inside your own accounts and your own stack, and every agent's output is checked before it touches a real number.
Why not an agency or a platform?
An agency hands over a roadmap. A platform hands over a tool. Neither answers for the number it was supposed to move. This is one named person who does.
“Very diligent, very reliable, methodical, implementing efficient processes.”