Ask OE: Bringing Enterprise-Grade Accuracy to Companies of Every Size

When we started OpenEnvoy, I had a stubborn dream. I wanted anyone, anywhere, to be able to sign up for our product the way you’d sign up for a newsletter or a food delivery app. No salesperson, no demo, no months of implementation meetings before you ever got to use the thing. Just show up, connect your books, and go.

That dream took longer to arrive than I’d hoped, and for good reason, though at the time it mostly felt like the universe had it out for me personally. The technology needed to make it real hadn’t caught up yet, for us or for anyone else. Verifying a payment the way a meticulous auditor would, checking it against the invoice, the receipt, the contract, the reality of what was ordered and delivered, is a hard problem. I had no idea how hard. Financial reconciliation at the volume and accuracy real finance teams need was, for years, something you could only pull off with a large team and a patient customer willing to build alongside you. So that’s what we did. We partnered with large enterprises who had the appetite to help us build something ambitious, and together we got very good at it.

We’ve spent those years growing, in scale, in the sophistication of what our platform can do, and in the number of enterprise finance teams who now run their AP and AR through us every day. That growth has brought us to a happy moment as the accuracy and reliability our biggest customers enjoy is ready to be shared far more widely. This is the announcement I’ve been waiting years to write. Companies of every size get to experience the same quality our biggest customers rely on to manage their financials.

What we built

Here’s the thing nobody outside the company gets to see. While we were an enterprise AP automation company on paper, what we were building underneath was something much bigger, less a tool than a workforce. We now have hundreds of individual agents, each one handling a specific part of the financial back office, that can be combined, customized, and deployed across a company’s entire financial operations stack.

People tend to talk about “the Office of the CFO” when it comes to fintech but that’s not really it. It certainly sounds bigger but it’s not aligned with generating the most value. In truth, what we’re providing at OpenEnvoy is a fully staffed Office of the Controller for any size company and even those without a Controller. Most of the automation world has spent a decade focused on accounts payable, because paying bills is a satisfying problem to solve and a popular one to sell. But money moves in two directions, and once you build for both together, something nice happens. You get visibility and control across the entire company and not just the finance team. From that vantage point you can start doing useful work throughout the company because now you know what’s moving and when.

The thing I care about more than any feature list is that every single payment a company sends or receives should be checked as thoroughly as if a sharp, un-bribable auditor were sitting there reading every invoice, every receipt, every contract, before anything gets approved. Not a sample, not a spot check, but all of it, from the moment a contract is signed to the moment cash moves. That’s a strange thing to promise, because it sounds almost old-fashioned, more rigor rather than less, but rigor at machine speed turns out to be exactly what modern finance teams have been missing.

The part that lets us go self-serve

A self-serve launch only works if a company can get real value from day one, without needing a dedicated team to install it and a bigger team to strong arm vendors into using it.

This matters to real businesses. Companies grow by acquisition as often as they grow organically and each acquisition tends to bring its own accounting system along for the ride. It’s common for a mid-market company to be running three or four different financial packages at once. We built OpenEnvoy to sit on top of whatever’s already there, which means onboarding now happens in days rather than quarters.

That’s also the difference between us and most of the well-funded AI companies getting written up in the press for their work in finance and enterprise automation. A lot of that work is impressive. What sets us apart is that we don’t require long onboarding cycles, and we don’t need your vendors to adopt anything new on their end. Your vendors keep doing what they’re already doing, and you get all the benefit without Supplier Portal penalties.

Meet the on-ramp: Ask OE

For decades, the rule for selling to an enterprise is to sell a dashboard and create workflows with professional services. Instead, we’re excited to launch an entirely new entry point into your financials called Ask OE. We were going to give it a human name but AI with human names is creepy and wrong. Besides, we built it to avoid human mistakes, not replicate them.

Instead of learning a dashboard, memorizing where the reports live, or waiting on a specialist to pull a number for you, you just ask. Ask which vendor invoices don’t match their contracts this month. Ask which customers are drifting late on payment. Ask what your cash position looks like once you account for everything in flight. Ask OE is the interface for the hundreds of agents underneath it, and it’s built so that a one-person finance team at a startup running QuickBooks gets the same conversational, ask-and-answer experience that our largest customers running SAP or Oracle get today.

OpenEnvoy is now available for startups and mid-market companies, not just the enterprise. We’ve built the packaging and pricing to match how you run your books (QuickBooks and Xero if you’re early-stage, NetSuite, Sage, or Intacct if you’re scaling, and the full enterprise suite if you’ve graduated to SAP, Oracle, Epicor, Infor, or Eclipse). Same underlying platform, same verification standard, same promise. You don’t have to be a Fortune 500 company to deserve financial infrastructure you can trust.

Why now

I get asked, happily, why now. The honest answer is that we wanted the accuracy proven before extending it to companies without a dedicated team watching over every edge case the way our enterprise customers can. What changed is that after years of running this at scale for our largest customers, we trust the system to hold up on its own. That confidence is the actual product. Everything else, the pricing tiers, the ERP integrations, the name, is the natural next step for something we always believed should exist for everyone.

We grew into the company that could deliver on that original dream, and now every company gets to benefit from that growth, regardless of size. If you’ve been waiting for the version of OpenEnvoy you could just sign up for, it’s here. Go ask it something.

Matt