About FPI
We make autonomous AI practical - and safe - for real businesses.
Not advisors who talk about AI. A team that builds and runs it in production.
Our mission
Most businesses are stuck between AI hype and AI demos. We exist to close that gap - to put autonomous agents into production where they do real, measurable work, safely enough to trust with live records and revenue.
Proof, not promises
We prove it two ways: we run our own product, and we build and operate production systems for clients. Doing both means we’ve already solved the hard part - getting AI past the demo and into dependable, day-to-day use. The case studies show exactly what that looks like.
We don’t advise on AI. We run our own product, and build production systems for clients.
Track record
What the systems we run have actually returned
Delivered work found unbilled - in month one
Forensic attribution accuracy
Writes to a client's live records - read-only, always
Projects reconciled automatically, every month
Our story
AI changed our work first
We know how it feels when AI changes the work you are known for, because it changed ours. For years we made 3D and video ads for brands, and AI learned to do most of it.
We chose to learn it rather than fight it. Every new kind of AI taught us something. Image tools showed us where AI’s quality breaks. AI that reads documents and pictures taught us how to check its work. Video taught us how to make different tools work together. Building our own software with AI taught us how to keep it all running.
Today our own team works this way every day. AI researches every prospect before we write a word, drafts and checks our emails, watches our inbox, and helps build our website and software. Our people spend their time on the calls that need a person.
The lesson was not about any one tool. AI only pays when someone knows where to point it, connects it to real work, checks what it produces, and keeps it current as better tools arrive every few weeks. That is the work we now do for small and mid-size businesses: one result at a time, starting with a free review that only reads your data, then keeping what we set up on today’s AI, tested on your own work, month after month.
Built with AI through every wave since 2022
That is why we know which model fits which step of your business.
2022-23
AI image generation goes mainstream
Midjourney, Stable Diffusion, DALL-E
FPI: We did plenty with image generation for brands.
2023-24
Models that read text and images
GPT-4, Claude
FPI: We put AI to work reading documents, product pages and images.
2024-25
Image-to-video and text-to-video
Sora, Veo
FPI: From image to video, we did it all.
Early 2026
Coding agents
Claude Code
FPI: We built with Claude Code as our main focus.
Now
Many models, new ones every few weeks
FPI: We make different AI models work together, each on the step it does best, and switch when a better or cheaper one arrives.
The AI we work with
- Claude
- Grok
- Gemini
- Veo
- Seedance
- and others, tested as they arrive
We pick the right one for each step of your business, and switch when a better or cheaper one arrives.
How we build
The principles we build by
Start small
Contained scope, measured results, then scale. Big-bang AI projects fail.
Safety first
We would rather the AI escalate than guess. Everything we ship is built to be safe enough to trust with live records and revenue.
Human-in-the-loop
The AI does the work and proposes; people stay in control of what ships.
Compounding value
Every project feeds learnings back in, so the system gets better over time instead of going stale.
What’s new in AI, in plain words
- Meta’s Muse agent, which carries out tasks rather than just answering, is coming to small businesses.
- OpenAI launched Dots: always-on ChatGPT agents that work toward goals you set in the background, alone or as a team, inside tools like Slack and Teams.
- Google announced Gemini 4 Argon, a model built for long, multi-step business and software work, now in limited preview.
- Grok’s newest models can stay on long, multi-step jobs by themselves.
- Video models like Veo and Seedance now make short clips from a prompt or an image.
In one month, Meta, OpenAI and Google all announced AI that does the work rather than just answering.
What it means for you: More routine work can be handed to AI, as long as someone sets it up to fit your business and checks what it does. We test each new tool on our own work before it touches yours.
Tell us the result you want.
A first call takes thirty minutes. We will tell you whether AI is the answer, and if it is, how the free review would size it.