COFO.AI: Building an AI COO and CFO Prototype at Build City

Some projects start as a product idea. Some start as a pitch. COFO.AI started as a hackathon sprint around a simple question:

What would an AI operating partner look like for a company that is already growing, already complex, and already past the point where generic dashboards are enough?

The live prototype is here: v0-cofo-ai.vercel.app

COFO.AI was built during the Build City AI Bootcamp hackathon with my hackathon partners David Yang and Imtiaz Choudhry. The bootcamp was led by Matheus Pagani and the Build City team at buildcity.xyz, and I am grateful to Build City for creating the environment, the momentum, and the founder/operator energy around the project.

What It Is

COFO.AI is a prototype for an AI-powered analyst, consultant, COO, and CFO layer for growing businesses.

The concept is aimed at companies with meaningful scale — the demo frames it around businesses with more than $50M in annual revenue — where the operational and financial questions stop being simple reporting questions and start becoming decision systems.

The product direction combines four ideas:

• AI-powered insights from business data
• financial forecasting for revenue, expenses, and planning
• operational efficiency recommendations across business processes
• strategic planning support for founders and operators

The premise is straightforward: as a company scales, finance and operations become inseparable. The best decisions require both perspectives at once.

That is what COFO.AI is trying to model.

Why This Project Matters

Most AI business tools are either too generic or too narrow.

A chatbot can answer questions, but it usually does not understand the operating model. A dashboard can show metrics, but it usually does not explain what to do next. A consultant can help with strategy, but the work is expensive, episodic, and disconnected from day-to-day execution.

COFO.AI sits in the space between those categories.

The idea is not just “AI for finance” or “AI for operations.” The idea is an AI operating layer that helps a leadership team reason through the business as a system: growth, cash, capacity, execution, and tradeoffs.

That is the type of product I keep coming back to because it fits how real companies actually break: not from one missing chart, but from disconnected decisions.

What Shipped

The prototype presents COFO.AI as a polished landing page and product concept for growing businesses.

It includes:

• a clear positioning statement for AI-powered analysts and consultants
• a product narrative around operational and financial guidance
• modules for insights, forecasting, efficiency, and strategic planning
• founder/team presentation
• a milestone roadmap from early customer conversations through traction, payments, fundraising, and launch
• a clean responsive interface that makes the concept easy to understand quickly

For a hackathon build, that clarity matters.

The goal was not to pretend the entire company exists already. The goal was to make the idea legible: who it is for, what problem it solves, and why the combination of AI + finance + operations is powerful.

The Build City Context

Build City deserves real credit here.

A good hackathon is not just a deadline. It is a forcing function. It gives builders a reason to make decisions, cut scope, ship something visible, and test whether an idea survives contact with other people.

The Build City AI Bootcamp created that kind of pressure in a good way.

It pushed COFO.AI from vague concept toward a concrete product story: a company, a customer profile, a roadmap, and a public demo someone can click.

That is a meaningful step.

Where It Could Go Next

The next version of COFO.AI would need to move from landing-page prototype into a working product loop.

The most interesting directions are:

1. ingesting real operating and financial data
2. generating board-style insights and variance explanations
3. creating forecast scenarios from natural-language prompts
4. turning business goals into execution roadmaps
5. packaging CFO/COO workflows for founders who cannot yet hire full executive teams

There is also a sharper vertical angle available: companies that have crossed the messy middle stage, where they are too big for founder intuition alone but not yet fully institutionalized.

Those companies need better operating leverage.

COFO.AI is a prototype for that leverage.

Final Thought

I am grateful to my hackathon partners David Yang and Imtiaz Choudhry, and to Matheus Pagani and Build City for the collaboration, encouragement, and context around this build.

The project is early, but it captures a direction I care about: AI tools that do not just answer questions, but help people run companies better.

That is the standard I want my portfolio to show — practical AI, real business context, and enough polish that someone can immediately understand the ambition.