FLCPA.AI Venture Studio.
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AI Venture Studio · Chicago

We Build & Back Small Business AI Strategies.

FLCPA.AI Venture Studio turns AI strategy into working software for small companies. We ship our own products across reporting, data, compliance, and workflow, and we co-build ventures with operators who have a product hiding inside their business.

Thesis

The Model Was Never the Constraint.

Data Before AI

Small businesses were told to "use AI" for three years. The bottleneck is the seven systems their data lives in and the cleanup nobody owns. We build for that layer.

Operator-Grade, Not Demo-Grade

Everything we ship runs on live books, real customer lists, and actual filings. It has to survive month-end, not a pitch.

Trust Is Distribution

Our products start inside an advisory practice with a decade of small business relationships. Adoption comes from the people who already sign off on the numbers.

How We Work

Three Ways In.

Build

Products we originate and own. When the same problem shows up five times across engagements, we build the fix once and sell it many times. Sold first to existing relationships, then through partner firms.

Studio-owned · subscription
Sprint

A four-week engagement inside your company: inventory the data, clean what matters, build a working prototype, decide. Fixed price, fixed scope, and a written decision memo at the end.

$7,500–$15,000 · 4 weeks
Co-Venture

When a sprint produces something with a market beyond your business, we keep building together. The studio contributes engineering, the data layer, and back-office services in exchange for a stake.

10–25% equity or 10–20% rev share
Data Connections

Two Paths For Your Data.

Business data lives in the apps you already run. It reaches the studio two ways, each approved on the app's own sign-in page and revocable at any time.

Live Data · AI Assistance

Assistants read and act on data inside your apps at the moment a task runs, only where access allows. Runs through Composio.

Stored Data · Reporting And Backup

Records copy on a schedule into a private Google BigQuery dataset for reporting, history and backup. Read only, always. Runs through Airbyte.

Platform

One Stack, Two Sides.

Every venture is built on the same data layer and brand system. What clients use, and what we run the studio on.

External · For Clients and Ventures

Each tool lives at its own flcpa.ai address with one sign-in.

Internal · How We Run the Studio

Built on the same stack. Not for sale, but they're why the external tools work.

Practice HubEngagements, pipeline, monthly close
Data ChatAsk the warehouse from Slack
App StarterScaffold for every new venture
Signal LogWhere product ideas get logged and killed
Firm

Where the Studio Sits.

FWL Ventures holds the studio and its portfolio. The practice and the advisory firm feed it deal flow and diligence.

Work With Us

Start With a Sprint.

Five fields. We reply within two business days with a scoping call.