Enterprise AI for small & medium business

Enterprise-grade AI,
without the enterprise price.

Minervit connects small and midsize teams to AI that fits, and builds the tools when none exist. The capability big companies pay a fortune for, priced for the rest of us.

Our framework, Tautline, is open source today. Our first product, Finch, is nearing public beta.
Two things we do
Connect + Build
Open source
Tautline · MIT
Flagship product
Finch · private beta
Built for small businesses, from the shop floor to the software team
What we do

Two ways we put AI to work for you.

Most small businesses don't need more software. They need the right software, set up properly, or built from scratch when nothing fits.

01 / Connect

We match you to AI that fits.

Skip the demos and the buzzwords. We learn how your business runs, then connect you to the tools worth your time. We set them up, tune them, and explain them in plain language.

That covers support, bookkeeping, admin, scheduling, marketing, and knowledge. For independent retailers, local service teams, clinics, and growing e-commerce.

Set up & tuned for you →
02 / Build

We build what's missing.

When the right tool doesn't exist, we make it. Minervit designs and ships AI products for the everyday work small businesses do, like Finch, our delivery-health radar.

Built for small software teams, studios, and agencies: the SMBs of software. Tautline, our toolkit for fast agent teamwork, is open source today.

Designed & shipped end-to-end →
How it works

One simple loop runs behind everything we build.

Analyze, recommend, improve, then repeat. It's the engine inside Finch, and the engine we point at every new problem.

01 — Analyze

We read the signals you don't have time to.

Finch connects read-only to the tools your team already uses and builds a continuous, honest picture, with no manual reporting and no dashboards to maintain.

Finch signals · sample data
Deploy frequency
84/100
Lead time
66/100
Code quality
74/100
Review flow
55/100
Stability
90/100
Flagship product
Finch Delivery Radar
Public beta · coming soon

See your delivery the way a VP would.

For small software teams, studios, and agencies: the SMBs of software. Finch connects to the tools a team already uses, turns the noise into plain-language health signals, and nudges you only when something needs a human.

  • Plain-language health signals for every project
  • A nudge when something drifts, silence when it doesn't
  • Works with the tools your team already uses
  • Set up in an afternoon

In private beta now · no credit card · we'll email you as the public beta opens.

Finch. THIS WEEK
Checkout redesign
Sprint 24 · 87% of backlog hatched
On pace
Loyalty program
Sprint 12 · waiting on copy
Watch
Inventory sync
Sprint 31 · two days past due
Needs you

Finch project view · sample data

Open source
Tautline By Minervit
MIT · open source

Tautline: the Minervit framework, in the open.

Fast, coordinated AI development. Tautline helps Claude Code and Codex agents share work intent, carry decisions across sessions, and keep useful evidence as they build.

More agents, clearer coordination. Keep work moving with small instructions and shared context.

  • See who is changing what. Shared work manifests show goals, scope, and dependencies across local sibling worktrees.
  • Keep useful proof. Record the tests you already run, and carry operator answers into the next session.
  • Small rules, local records, no analytics. MIT licensed, with advisory coordination that keeps your existing development flow moving.
terminal
Example agent workflow Local · advisory
Where this goes

The bigger idea.

The engine behind Finch (Analyze, Recommend, Improve) isn't only for software delivery. It's a way to turn the noise of any part of a business into a plain-language signal, and a nudge when it matters.

Finch is the first radar, for software delivery. The same harness could one day point at support queues, the books, operations, the shop floor. Where each one lands, and when, is something we're still working out in the open.

“Finch is the first bird. More will follow.”
Our approach

We're allergic to hype.

AI shouldn't need a translator, a six-figure budget, or a leap of faith. Four ways we keep it honest.

01

Start small, like everything good.

We begin with one real problem and prove it pays off before we ever talk about scale.

02

The best tool disappears.

Good AI works in the background, without another dashboard for you to babysit.

03

Plain language, always.

We skip the jargon and the black boxes. If we can't explain it simply, we won't sell it to you.

04

Your data stays yours.

We design for privacy first. Your business knowledge never becomes someone else's training set.

Affordable by design

Enterprise-grade, at a small-business price.

Affordability is how we build. There are no minimums, and you can pilot before you commit.

Priced for SMB budgets from day one.

You won't face six-figure minimums or an enterprise sales dance.

No minimums

Pilot first, commit later.

You see value in weeks before any bigger commitment. If it doesn't pay off, you walk away.

Weeks, not quarters

Tautline is free, forever.

Our framework is open source and MIT licensed: free to use, audit, and vendor, for good.

MIT · open source
Napkin math

What is delivery blindness costing your software team?

Slide the dials to your team and see what flying blind adds up to over a year.

Engineers on the team8 people
Avg. fully-loaded salary$120k
Hours / week lost to rework & firefighting6 hrs

Rough estimate. You can't fix what you can't see.

Hours lost per year
2,304hrs
That's roughly
$133,000
See where Finch fits →
Where we are

Where we actually are.

One honest ledger: what's shipped, what's in beta, and what's still just an idea, so you don't have to read between the lines anywhere else.

Tautline
Shipped
Open source, MIT licensed, on GitHub today. Free forever.
Finch
Private beta
Public beta coming. The Finch interfaces on this page show sample data, not customer results.
Future radars
Exploring
Ideas we're working on in the open, with no dates and no promises.
Getting started

From first call to lasting habit.

Egg, hatch, fledge: three small steps that prove value before they ask for trust.

01 · The egg

We talk.

A short, no-pressure conversation about your business and where time leaks away. You leave with a clear read, even if it's "not yet."

02 · The hatch

We pilot.

We stand up one small, real solution and put it in front of you. You see value within weeks.

03 · The fledge

You grow.

What works, we expand. What doesn't, we drop. AI becomes a habit your business runs on.

Let's begin

Curious what AI could do for your business?

We'll skip the pitch deck and the pressure, and talk about what's possible and what's not worth your time yet.