Turn what you know into a product your audience pays for.
We build an AI product under your brand. It runs your method on each customer's own data and does the follow-through.
Running a team? See how we work with operators
A 20-minute call. You get the mockup within a week. No commitment.
Two ways to work with us.
You have an audience.
We build a product under your brand. You sell it to the people who already trust you. You pay a build fee, then we share in what it earns.
You have a team.
We build agents that take over the reporting and follow-through your people do by hand. It is yours to run, for your own business. You pay a setup fee and a flat monthly fee. No revenue share.
People pay for your method. Then they don't run it.
You teach a system that works. Your members learn it, agree with it, and go back to a week that is already full. The numbers don't get checked. The follow-up doesn't get sent. By the next session you are both finding out what happened instead of deciding what to do.
More content will not fix that. A chatbot trained on your content will not fix it either. What fixes it is the work getting done.
A product with your name on it that does the work.
We take the routine at the center of your method and build it into a product. Each customer connects the systems they already use. Then it runs on a schedule, on their own numbers, the way you would do it yourself.
Every build starts from three questions.
- What work repeats?
- What sets it off?
- What does done right look like?
Once those are answered, the platform runs it for every customer. If your method has a routine that repeats, we can run it.
- A schedule or an event
- An agent runs for each customer
- On that customer's own data
- Checked against your standard
- A person approves
- Goes out under your brand
- It reads their real numbers.
- Not a form they fill in. The product connects to the systems your customers already run their business on and pulls what your method needs.
- It applies your standard.
- Your scorecard, your benchmarks, your scripts, your order of operations. We encode how you judge good and bad, so every customer gets your judgment and not a generic answer.
- It does the follow-through.
- It drafts the outreach, flags the misses, prepares the agenda, and writes the report. A person approves anything that goes out.
Your brand at the center. Your customers all around it. Us underneath.
- You.
- You own the product, the price, and the customer relationship.
- Your customers.
- They log in to your product, under your name, on your domain.
- MetricMosaic.
- We build it, host it, connect the data, and keep it running. Your customers never need to know we exist.
The same product in two brands. Illustrative screens with sample data.
This is your business, not a referral to ours.
One platform. Many kinds of work.
The platform is the same every time. What changes is the routine. Here are two products we have built and five examples of what else it can run.
An AI gym manager
- What repeats
- Each gym's week: programming, the coach schedule, members to check on, and social posts.
- What sets it off
- Monday morning, before the owner's weekly huddle.
- What done right looks like
- The week's programming is drafted for approval, members who may be drifting are flagged, and the owner walks through it in a few minutes.
Show every member where they stand.
When your members run on the same product, you can show each one how they compare with the rest, with the names removed. Members get a reason to come back. You get something nobody else in your field has: your own index of how the industry is really doing, built from real numbers and yours to publish.
Your AI can build the tool. It can't run the business behind it.
You can open Claude or ChatGPT today and build a working version of your idea in an afternoon. The trouble starts when a second customer signs up.
What a real product needs underneath, and what we built first.
Scheduled and triggered agents
Agents that run on a schedule or when something happens, not only when someone types.
Your product does work when nobody is watching.
Data infrastructure
Connections to the systems your customers already use, and storage that keeps each customer's data separate.
You never have to run a data warehouse.
Skills and memory
Your method, written down once as skills every agent uses, with a history of each change.
Your expertise becomes an asset you own and sell again and again.
Works with the AI you already use
Set up and run your product from your own AI assistant, through a standard connection called MCP.
No new tool to learn.
Illustrative screen with sample data. Your product carries your brand.
It gets better every time it runs.
Agents remember each customer's context, write what they learn into reusable skills, and review their own work. Each run starts from everything the last one learned, so the product gets sharper the longer it runs.
- Runs the work
- Reviews its own result
- Writes what it learned as a skill
- Starts the next run with it
and around again
Three steps. The first one is free.
A mockup and a plan. Free, in one week.
Tell us what you teach or what your team does by hand. Within a week you get a detailed mockup of your product and a short plan for how we would build it. No cost and no commitment.
What you pay: Nothing
A proof of concept. One week, two at most.
A modest deposit starts it, and it is credited toward the build that follows. We build a working slice on your real data so you can see what we can do and what we are like to work with.
What you pay: A modest deposit, credited toward the build that follows
What the proof of concept is, and is not
- It is a real, working demonstration on your own data.
- It is not the finished product, and it is not meant for your customers or your daily operations.
- It ends after two weeks at the latest. We aim for one.
- At the end you decide whether to go on. So do we.
The real build, and an ongoing agreement.
If it is a fit, we build the production version and keep it running. Partners who resell share revenue with us. Teams building for themselves pay a flat monthly fee.
If you resell: we share in what the product earns.
If it is for your own team: a flat monthly fee.
Every engagement is scoped to you, so we agree the numbers on a call. We do not bill by the token or by the hour.
Running a team? Put an agent platform behind it.
The same platform, built around your own operation. Agents take over the reporting, checks and follow-through your people do by hand, on a schedule, with your team approving what matters. It is yours to run, and it is priced against the hours it gives back.
We built the hard part first.
MetricMosaic started as an analytics company. For two years we built the unglamorous part: a real data foundation, kept separate for every customer, that turns raw numbers from many systems into answers you can trust. That foundation is what the products we build now stand on.
We are two people, and we work with a small number of partners at a time.
Questions
Will this replace my coaches or my team?
No. It does the preparation, not the relationship. The people you rely on walk into each conversation already knowing what happened.
What if it gets something wrong under my name?
Nothing reaches a customer without passing a review step you control.
We already use ChatGPT. Why do we need this?
Keep using it. Chat answers a question when somebody asks. This does a job on schedule whether anybody asks or not, on each customer's own numbers.
Which systems can you connect to?
It depends on what your customers use. We check this with you before any build starts, and we will tell you plainly if a system is closed to us.
What does my customer see?
Your product, on your domain, under your brand.
How long does it take?
A mockup and plan within one week. A proof of concept in one more week, two at most. The production build is scoped after that, once we both know it is a fit.
Is the proof of concept something I can use?
No, and we would rather say so now. It exists to show you what we can do on your real data and what working with us is like. The usable product comes from the build that follows.
You already have the hard part.
An audience that trusts you takes years to build. The product can take weeks.
A 20-minute call. You get the mockup within a week. No commitment.