SAM EYE AM . AI FOR FIRMS
Give every person in your firm hours back every week.
A private AI knowledge system for owner-run advisory, HR, and finance firms. It reads your own documents and past work, and answers your team’s questions from them in seconds, with the source attached.
You reach me directly. No bots, no runaround. I take a few firms at a time and pick by fit.
IN SHORT
I build a private AI that holds everything your firm already knows and hands it back as a plain answer in seconds. It runs on your own documents, keeps client data private, and shows the source for every answer. Built for owner-run advisory, HR, and finance firms of 5 to 20 people.
What is a private AI knowledge system for a firm?
It is a private assistant that runs on your firm’s own files, SOPs and past proposals, and answers your team’s questions from them in seconds, with the exact source shown. Not a public chatbot and not a generic tool. Your knowledge, held in one place, doing the looking so your people do the paid work.
- Runs on your own documents, not the public internet.
- Shows the source file behind every answer.
- Permissions, so the right people see the right material.
- Private. It never trains a public model on your data.
This vs. a public AI tool
| This private firm system | A public chatbot | |
|---|---|---|
| Runs on your own docs and SOPs | Yes | No |
| Keeps client data private, never trains a public model | Yes | No |
| Shows the exact source file for each answer | Yes | No |
| Permissions per person | Yes | No |
| Built and kept sharp for your firm | Yes | No |
The hours you are already paying for
Your best people are your most expensive people. A chunk of their week goes to digging through old drives for something nobody wrote down, or asking a colleague the same question for the tenth time. McKinsey found the average knowledge worker loses close to a full day a week just searching for information they already have. That is time you pay full rate for and bill nothing on. I build the thing that holds what your firm knows and gives it back in seconds, so a question that used to cost three days costs three seconds.
The honest catch: this only pays off if your people have higher-value work to move into. If they are already flat out on billable work, you do not need me yet.
Firms now hire a chief AI officer for this
There is a job title now for what this page describes. Firms hire a fractional chief AI officer to find where AI pays, build the systems, and get the team using them. One AI consultancy backed by Anthropic pays the people who fill that seat $300,000 to $400,000 a year (public job posting, July 2026). Indeed listed 8,000+ open AI transformation consultant roles in July 2026. Read the postings and the same line keeps coming back: someone who turns AI into measurable outcomes instead of experiments, for firms that do not live in tech.
That seat is the job I already do here. The same responsibilities the postings list: map where the hours leak, build the private system on your own documents, then sit with you until the team actually uses it. You get the role without the executive hire, on a build plus a small retainer, and it starts with the Roadmap below.
The honest note: if you want a full-time executive in the building, hire one. A firm of 5 to 20 people usually needs the system built and a direct line to the person who built it, and that costs a fraction of the seat.
How it works
1
Map
I sit with you and find where your firm’s knowledge lives and where the hours leak.
2
Build
I build the private system on your own docs and SOPs. Permissions set per person.
3
Answer
Your team asks in plain language and gets the answer in seconds, with the source file attached.
4
Keep sharp
I keep it current and growing as the firm does, so it stays useful.
Who I build for
Owner-run advisory, HR, and finance firms, 5 to 20 people, where the margin is your team’s time. You feel it when a new hire takes months to get useful, or when the one person who knows how everything works goes on holiday and the whole office slows down. Not built for enterprises with their own IT department, and not for solo operators with nothing to systemize yet.
Why I only take a few at a time
I am the one building these, and my hands stay on each one until it ships. So I run a small number at once. When a build finishes, a spot opens, and I choose the next firm by fit, not by who filled the form in first. You reach out, I pick. There is no fake countdown here and no invented number of spots. The limit is real because there is one of me.
Why me
145K
people follow this
0
ads run to grow that following
150
sales calls from one post
I built this exact system for a boutique firm, and I built it for my own business first before I ever sold it. My whole operation runs on it every day. What you get is the working thing I already run, not a plan for one.
The Roadmap
If you want my eyes on your firm, you book the Roadmap, 2,500 dollars, credited in full to any build we do. It is real work, not a pitch. We map your firm live, I show you exactly what I would build and how I run mine, and you leave with a plan whether or not we work together. Because it is paid, the people who book it come ready to work.
Questions firm owners ask
What is a private AI knowledge system for a professional services firm?
It is a private assistant that holds your firm’s own documents and past work and answers your team’s questions from them in seconds, with the source shown. It turns knowledge that lives in people’s heads and scattered files into something the whole firm can use on demand.
How is this different from ChatGPT or a public chatbot?
A public chatbot answers generic questions from the public internet. This runs on your firm’s own knowledge, with permissions so the right people see the right material, and it points to the exact document each answer came from. It does the looking your senior people do now, not small talk.
Is my client data safe and private?
Yes. It lives in a private environment only your firm controls, it does not train any public model, and every answer traces back to the source document so you can verify it. Confidentiality is the first thing we lock down, before anything gets built.
How do I reduce my firm's dependence on me?
You capture what is in your head into the system while you still have it, so the firm can answer client questions and onboard new people without routing everything through you. It is how owner-run firms stop being the bottleneck and protect knowledge that would otherwise walk out the door.
How much does it cost?
The Roadmap is 2,500 dollars, credited in full to any build. The build itself is scoped on that Roadmap, to your firm, because a real number depends on what you actually need. I do not publish build prices.
Who is this not for?
Not for enterprises with their own IT department, not for solo operators with nothing to systemize yet, and not for firms whose people are already fully booked on billable work, because the payoff is moving reclaimed hours onto higher-value work.
If your firm's knowledge lives in 11 tabs and a few people's heads
Reach out and I will take a real look. A handful of firms at a time, picked by fit.