AI transformation, measured in cash
Monk runs collections for finance teams with AI agents. Bring us into your engagements and your client gets an AI program that shows up on the balance sheet: live in days, proven in the first month.
Adoption is done. ROI starts now
7% of finance teams can point to hard dollar ROI from AI. 85% have deployed it (Gartner, 2026). The gap is not the model. It is the job. Choose work whose return is money, not minutes. The case makes itself. That job is accounts receivable.
The shortest path from AI to cash
Accounts receivable is the one finance function whose result is money in the bank. Put Monk on it and the numbers are specific, checkable, and yours to report.
Teams like Profound and ElevenLabs run their receivables on Monk.
Every invoice, carried to cash
Monk's agents run the whole path from invoice to cash: follow up by email and voice, submit to buyer portals, settle disputes, apply payments, forecast what lands. They sit on top of QuickBooks, NetSuite, and Stripe, so nothing your client runs gets torn out.
Collections
Payment follow-up, email and voice
AP portal submission
Cash application
Forecasting
AI you can put in front of the board
There are two kinds of AI in finance: the kind in a demo and the kind in the bank. Monk's agents have been collecting cash.
In production
Live agents on real money, not a proof of concept.
Auditable by design
Every message, match and ledger entry is traceable, with a deterministic check before anything reaches a customer.
Your client's data, any model
Routes to the best model per task through a controlled harness. Data never trains a model or leaves the environment.
Live in days
Measurable in the first month, not the next fiscal year.
Your mandate, our agents, one result
You hold the relationship and the roadmap. We bring the agents, the guardrails, and the cash result, delivered white-glove alongside your team. Your client sees an AI program working in weeks, not a slide about one.
Built for real invoice volume
Monk fits mid-market companies with meaningful receivables and teams part-way through modernizing finance: scaling past a few hundred customers, losing hours a week to manual follow-up, already running an ERP.
Specific results, on the record
Grew cash on hand by 122% in its first month.
DSO cut nearly in half; collections more than doubled in month one.
1–30 day AR aging down 85%, 90–120 day down 43%, live in under a week.
Monk has transformed how we manage AR collections - automating the most time-consuming parts of the process while remaining incredibly easy to use and track. Beyond the platform itself, Monk is a true partner.
Frequently asked questions
What does an AI transformation in the finance back-office look like?
It starts with accounts receivable, the workstream that returns cash fastest. Monk's AI agents take over collections outreach, payment follow-up, AP-portal submission, and cash application on top of the existing ERP and the client sees DSO fall and hours return within the first month.
How do transformation firms deliver measurable AI ROI in finance?
Start with a workstream whose result is money in the bank. Monk runs accounts receivable, so your client can report changes in DSO, cash collection, matching rates, and time returned to the team. Results are measurable in the first month.
What is an example of AI in production in finance?
Monk's agents run collections. They follow up by email and voice, submit invoices to buyer portals, settle disputes, apply payments, and forecast collections on top of existing finance systems.
How fast can an AI finance program go live?
Monk goes live in under a week, with measurable results in the first month. It sits on top of QuickBooks, NetSuite, and Stripe, so the client keeps the systems they already use.
Is it safe to put an AI agent on the money path?
Every message, match, and ledger entry is traceable and a deterministic check runs before anything reaches a customer. Tasks route through a controlled harness; client data does not train a model or leave the environment.
How do transformation firms partner with Monk?
You hold the client relationship and roadmap. Monk brings the agents, guardrails, and cash result, delivered white-glove alongside your team. Book a demo to discuss bringing Monk into your engagements.