AI Automation for Mid-Market Finance

Close Your Books Without the Monthly Crisis. Cut Manual Finance Work by 60% in 90 Days. Without Increasing Headcount.

Agentic AI that runs on your real ledger data, not demo spreadsheets, and goes live in production within 6 weeks of kickoff. Backed by Year-One ROI Guarantee.

Book Your Free Finance Audit →

30 minutes. No pitch. No deck. Walk away with a written priority map of the 3 finance processes that will pay back fastest in your business.

6 wks
From kickoff to production. Not a pilot. Not a sandbox.
19 yrs
In enterprise finance and AI led by a named operator, not a faceless agency.
100%
Your data stays private. Nothing trains a public model. Nothing leaves your environment.
The Real Problem

Your finance team is drowning in work software should be doing. Here is what to do about it.

Dear Finance Leader,
  • Are you closing the books later every quarter while volume keeps climbing?
  • Are you watching your best people burn out on three-way matching and dunning emails?
  • Have you sat through 4 AI vendor demos this year and still have nothing in production?

You are not alone. And you are not the problem.

The problem is that every "AI for finance" pitch you have seen was built by people who have never sat in a finance seat. They show you a slick demo on clean data. You sign. The pilot stalls. Your team goes back to the spreadsheet.

That changes here.

Meanwhile, the real cost compounds quietly. Every quarter you wait.

You do not need another demo. You do not need another pilot. You do not need a 12-month transformation programme run by a Big 4 partner who will hand it off to a junior the moment you sign.

You need software that runs on Monday morning, processes your real invoices, flags your real anomalies, and gives your team their evenings back. That is what we do. Nothing else.

The Cost of Waiting Another Quarter
  • Another 2 headcount you cannot really afford
  • Another month-end that ran 3 days long
  • Another quarter where DSO crept up and nobody caught it
  • Another board meeting where finance is "still catching up"
What We Build

Three AI agents for the three processes that eat the most finance hours.

Invoice 3-Way Matching

AI that clears invoices straight through and routes only real exceptions to your AP team.

P2P · 6 weeks to production

GL Anomaly Detection

Catches journal errors before close, ends the month-end scramble for your R2R team.

R2R · 6 weeks to production

Predictive Collections

Cuts DSO by targeting the right accounts with the right message at the right time.

Q2C · 6 weeks to production
See all solutions, pricing, and ROI details →
See It Work

Agent demos built on real finance data. Not slide decks.

We walk through each agent live on realistic data so you can see exactly what gets automated and what stays with your team.

Demo in progress

Invoice 3-Way Matching Agent

A walkthrough of the invoice matching agent processing a batch of supplier invoices against POs and goods receipts, routing exceptions, and clearing clean matches automatically.

Demo in progress

Predictive Collections Agent

The collections agent scoring an AR ageing report, drafting outreach for high-risk accounts, and surfacing the 10% of your book that needs a call today.

What You Actually Get

Built for finance teams that are done waiting for their AI roadmap to deliver something real.

Six things every engagement gives you. No exceptions, no asterisks, no "scope dependent."

i.

Production in 6 weeks, or you do not pay the final invoice

Your AI agent runs on your real data, integrated with your real systems, inside 6 weeks of kickoff. Not a pilot. Not a sandbox. Production.

ii.

Built on your workflow, not a generic template

We map your exact close process, your exact AP exceptions, your exact collections playbook. The agent is built around how your team actually works.

iii.

Your data stays private. Always.

Nothing trains a public model. Nothing leaves your environment without your sign-off. Built to satisfy the compliance officer who will ask hard questions in week two.

iv.

A finance operator owns your build, not a project manager

Every engagement is led by a senior with 19 years inside finance functions. You will never be handed off to a junior who learned accounting from a YouTube playlist.

v.

Human in the loop where it matters. Automation where it does not.

Your team approves the edge cases. The agent handles the 80% that should never have hit a human desk. You stay in control of every number that touches the GL.

vi.

ROI modelled before you sign. Tracked after you go live.

You see the payback math during the scoping call. After go-live, you see hours saved, exceptions cleared, and DSO moved on a dashboard your board can read.

How It Works

Three steps from a frustrated finance team to a finance function that runs itself.

i

The 30-Minute Audit

You walk us through your current finance workflows. We tell you which processes will pay back in 90 days, which need 6 months, and which you should not touch yet. You leave with a written priority map. Yours to keep, even if we never work together.

ii

The 6-Week Build

We build the agent on your real data, integrated with your systems. You see working software in week 2. You sign off in week 6. Your team is trained on the way out the door.

iii

The Quiet Months That Follow

The agent runs. Your team focuses on work that actually needs a brain. We stay on a light retainer for tuning and the next process on your list. AI stops being a board topic. It is just how finance works now.

Honest Disqualification

We would rather lose your business in 30 minutes than waste 6 months of it.

Read this before you book the call. If you are not in the left column, we will probably tell you so on the audit.

This is built for you if
  • You run finance at a company doing $10M to $250M in revenue
  • You have 50 to 1,000 employees
  • You have tried AI tools before and watched them die in pilot
  • You are tired of hiring your way out of process problems
  • You can sign a contract without 6 months of procurement
This is not for you if
  • You are under $10M in revenue (the math does not work for either of us, come back when you are ready)
  • You are over $250M with a procurement process longer than our build (talk to us anyway, we will be straight)
  • You want a 50-page strategy deck before you see working software
  • You think AI is a silver bullet, not a tool that takes real work to deploy
Who Is Behind This

Led by a finance operator. Backed by a director-level team you would not normally get at this size.

Daniel Sto., Founder of Stomni

Daniel Sto.

Founder and Principal Solution Architect

19 years inside enterprise finance, AI, and consulting. Fractional CFO for a publicly traded company. MBA with distinction (AI research focus), University of Sheffield. External collaborator at the Kempner Institute, Harvard.

Trained 7,000+ finance and operations professionals across 6 continents for organisations including IBM, Samsung, Volkswagen, NHS UK, HMRC, and SDAIA. Has been building GenAI applications since before ChatGPT was a household name.

Backed by a director-level team covering engineering, regulatory compliance, and process architecture. Meet the full team →
One Conversation

You can keep firefighting. Or you can have a 30-minute conversation that changes how your finance function runs forever.

Book the audit. Walk away with a written priority map of the 3 finance processes that will pay back fastest in your business. Worst case, you get a free piece of analysis from a finance operator with 19 years in the seat. Best case, you stop dreading month-end.

Book My Free Finance Audit →
No deck. No pitch. No follow-up sequence.