Numeric

Here is a thing that is true about running a company: at some point every month, someone has to close the books. This is not glamorous. It involves a controller, a spreadsheet, a coffee that has gone cold, and a nagging question about why marketing spend jumped forty percent. The close is the accounting profession's version of doing your taxes, except you do it every single month, and if you get it wrong the auditors notice.

Numeric is a company built entirely around the premise that this monthly ritual is worse than it needs to be. That is a narrow premise. It is also, it turns out, a large business. Founded in 2020 by Parker Gilbert, Anthony Alvernaz and Andrew Bihl, Numeric sells software that automates the month-end close - the reconciliations, the checklists, the variance explanations that senior accountants have historically typed out by hand at nine in the evening.

The origin story is the tidy kind investors like. Gilbert was leading a finance and accounting team, drowning in manual close work, and could not find a tool that did what he wanted. So, in the time-honored fashion, he decided the tool did not exist because he had not built it yet. He recruited Alvernaz, now chief product officer, and Bihl, now chief technology officer, and they started building the thing Gilbert wished he had had.

What it actually does

Numeric ships three products, and they map neatly onto the shape of the problem. Close Management is the original: a checklist system that understands accounting. It knows about business-day due dates, journal entry linking, task dependencies and audit trails - the specific, unsexy machinery of closing books. Most project-management tools could technically host a close. Numeric is built for one.

The Analytics Suite is where the letters A and I earn their keep. It does flux analysis - "flux" being the accountant's word for the variance between this period and the last - and it drafts the explanations. At DailyPay, a Numeric customer, the software writes the first draft of roughly eighty percent of those variance narratives. The accountant reviews, edits and approves. The judgment stays human; the typing does not.

The third product, Cash Management, arrived in 2025 and goes after bank reconciliation, a task so tedious it has become shorthand for tedium. Numeric says it automates more than ninety percent of it, matching transactions and booking journal entries against feeds from thousands of banks. Nobody will write a poem about this feature. The accountant who used to do it manually might.

The customers, and the point

The customer list is the argument. Brex, Plaid, Wealthfront, Asana, Betterment, Mercury, Public.com, Stash, GOAT and - in a detail that tends to get mentioned - OpenAI all use Numeric to help close their books. These are companies with real finance teams and real scrutiny, which is the population Numeric is built for: controllers, CFOs and senior accountants at high-growth and enterprise companies. Brex says the platform cut its close timeline by a third. Public.com says it tripled team output.

What makes the whole thing work, if it works, is that the founders were finance operators before they were software people. They knew the close intimately before they wrote code, and it shows in a product that solves the problem accountants actually have rather than the one a general-purpose tool imagines they have. That ordering - pain first, technology second - is unfashionable in an industry that likes to lead with the model. Here it is the point.

The money

Investors have noticed. Numeric raised a $10 million seed in May 2024, and just five months later a $28 million Series A led by Menlo Ventures with IVP and Socii. In November 2025 it raised a $51 million Series B led by IVP, bringing the total to roughly $89 million. The Series B carried a signal beyond the number: among the backers were Marc Huffman, former CEO of BlackLine, and Ron Gill, former CFO of NetSuite - two people who helped build the previous generation of accounting software, now writing checks for the next one.

There is a version of finance where the CFO gets answers in real time instead of three weeks later, where the transaction detail buried in the ERP becomes something you can actually ask questions of. That is the world Numeric is quietly building plumbing for. It is not a flashy pitch. But the close happens every month, at every company, forever, and someone is always on the fifth business day wondering about marketing spend. Numeric would like to answer that question before the coffee gets cold.