PointOne
YC W24New York City, US · Founded 2023 · 35 employees · Hiring · 10 known investors
PointOne automates administrative and time-tracking tasks for large law firms to improve operational efficiency. The company provides data insights to help legal firms make data-driven decisions around staffing, pricing, and innovation as the industry adapts to AI.
Also known as P1
Founders & leadership· Y Combinator alumni (W24)
PointOne was founded in 2023 by Katon Luaces and Jeremy Ben-Meir.
Investors · 10
Also in the syndicate · 4
Funding
SEC filings, press & company announcements$19.5M disclosed across 2 of 3 rounds · 2024–2026
- $16MSeries AMar 2026 · 5 sources
8VC (lead), Bessemer Venture Partners, General Catalyst, Y Combinator
Source ↗ - $3.5MSeed RoundJul 2024 · 2 sources
Cooley Fund
Source ↗
Source: company announcements and press reports — follow each round's link for the claim.
Company profile
researched Aug 2026PointOne is a New York-based legal technology company that uses AI to automate time entry, pre-bill review and billing compliance for law firms. Its core product, PointOne Time, captures activity across the applications lawyers use for work — email, calendar, Zoom/Teams, document drafting tools, browsers and internal document systems — and generates complete narrative time entries. Timekeepers can work in several modes, from manual entry and voice dictation to AI-assisted timers, hourly-schedule auto-capture, retroactive capture over past date ranges, and continuous computer capture. Released entries are used as examples so generated narratives increasingly match each timekeeper's personal style.
Two further modules extend the platform. PointOne Review (also described as PointOne Pre-Bill) marks up pre-bills automatically, flags issues, suggests fixes, and supports commenting, tagging and configurable reviewer routing and permissions. PointOne Rules stores Outside Counsel Guidelines, uses AI to extract them into structured billing rules, and enforces those rules automatically against time entries and pre-bills to reduce client rejections. PointOne Intelligence layers analytics on the resulting time data, covering how staff spend time, real-time work allocation and staffing, and predictive pricing with matter comparables, budget tracking and margin visibility for alternative fee arrangements.
The company positions timekeeping data as the foundation of a broader data strategy for firms adapting to AI-driven changes in legal business models, including a shift from pure hourly billing toward fixed fees, caps, estimates and subscriptions.
Founding story
The concept began with founder conversations asking lawyers what they most disliked about the job; timekeeping was the most common answer. Further customer discovery revealed that partners spend 5 to 15-plus hours a month reviewing time entries and that billing admins then rework bills by hand, often on paper, using software built in the early 2000s. The founders, drawing on prior systems work at Google and Applied Intuition, set out to rebuild timekeeping and billing from first principles using modern AI.
Business model
PointOne sells software to law firms and legal departments, with sales driven through booked demos on its website. Products are deployed as an installed application with SSO login, plus configurable enterprise deployment options including single-tenant environments, data segregation, customizable retention and geolocation, on-premise system integration, and the ability to run models within a private Azure cloud.
Software sold to law firms; a customer testimonial refers to the software paying for itself through recovered billable time, indicating a paid subscription-style product, though pricing is not disclosed in the sources.
Traction
The website states PointOne is trusted by more than 200 firms, and the Minnesota Attorney General's Office has deployed it statewide. A customer testimonial cites average weekly billables rising about 20% per user. Headcount grew from four to approaching 20 in the year to March 2026, and disclosed funding totals $20m.
Latest developments
In March 2026, press coverage reported a $16m Series A led by 8VC with Bessemer Venture Partners, General Catalyst and Y Combinator participating, bringing total funding to $20m; the CEO said the capital would go toward new product development and expansion. A seed round announcement post on the company's news page is dated April 2026. The company also publicizes a statewide deployment at the Minnesota Attorney General's Office and product expansion into bill review, outside counsel guidelines compliance and pricing intelligence.
▸Full profile — market position, technology, go-to-market, geography, history
Market position
PointOne competes in legal technology around timekeeping, billing and revenue intelligence, a segment the company characterizes as served by software built in the early 2000s. It says it works with some of the world's biggest law firms and is backed by 8VC, Bessemer Venture Partners, General Catalyst and Y Combinator.
The company frames its approach as timekeeping rebuilt around AI rather than manual entry, combining end-to-end automatic capture, automated enforcement of firm and client billing rules, AI-assisted pre-bill review, and analytics that convert time data into staffing, pricing and margin insight, alongside deployment and AI-handling controls aimed at large law firm security requirements.
Technology
The platform applies AI to interpret raw work activity into billable time entries, transcribe dictated voice notes into narratives, extract structured rules from long outside counsel guideline documents, and review pre-bills. A learning loop uses released time entries as training examples for narrative style. Stated security and privacy controls include SOC 2 Type 2 certification, ISO 27001 certification, GDPR compliance, HIPAA support, zero training on firm data, zero data retention by AI models, customizable base models and auditability of AI outputs.
Go-to-market
Direct enterprise sales via demo requests on the company site, supported by customer references and case-study style highlights. Onboarding is supported by a knowledge base, in-app chat and 1:1 sessions with the PointOne team, with new timekeepers guided from manual and voice modes toward fully automated capture. Some customers also participated as investors in the seed round.
Law firms of varying sizes, from small practices to large enterprise firms, plus government legal offices. Named users and referenced customers include the Minnesota Attorney General's Office, Chalumeau Law Group, Selborne Legal, Bevilacqua PLLC, R&R Litigation, North City Law, SSMK and Legal Scale. Buyers and users include partners, associates, paralegals, legal assistants, billing administrators and firm operations staff.
Geography
Headquartered in New York City, serving customers in the United States including the Minnesota Attorney General's Office, with stated ambitions to reach firms internationally.
History
PointOne was founded in 2023 in New York by Katon Luaces (co-founder and CEO) and Jeremy Ben-Meir (CTO), both former Google software engineers, and came out of Y Combinator. A third founder, Adrian Parlow, left and joined Legora as VP of product in December 2025. The company raised a $3.5m seed round (reported as raised in 2024 and announced in a company blog post) and a $16m Series A led by 8VC reported in March 2026, taking total funding to $20m. Headcount grew from four people to approaching 20 over the year to March 2026.
Compiled by commissioned research from 8 cited public sources — announcements, filings, and press listed under research sources below.
Key figures
latest reportedCompany-reported or press-reported figures, each dated to when it was claimed — not independently audited.
Founder mafia
2 people who came through PointOne went on to found or lead other companies.
Competitors · 1
by search overlapCompanies competing with PointOne for the same Google search keywords, organic and paid, via search-intersection analysis.
Timeline · 4
launches, deals, and filingsPress coverage reported a $16m Series A led by 8VC, with Bessemer Venture Partners, General Catalyst and Y Combinator participating, bringing total funding to $20m.
$16M source ↗
The Minnesota Attorney General's Office deployed PointOne statewide; an assistant AG cited the product's fit with the office's needs.
Third co-founder Adrian Parlow joined Legora as VP of product in December of the prior year, per March 2026 reporting.
Seed financing with participation from Bessemer Venture Partners, 8VC, General Catalyst, Y Combinator, a Cooley-affiliated investment fund, Soma Capital, Rebel Fund, Ritual Capital, Script Capital, Twenty Two Ventures, Harvest Ventures, Chris Golda and several customers.
$3.5M source ↗
Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.
In the news
▸Research sources · 8
primary sources listed
- PointOnepointone.com · web
8 public sources were cited for this profile; the first-party ones are listed here.
Frequently asked questions
- What does PointOne do?
- PointOne builds AI timekeeping, bill review and billing-compliance software for law firms.
- Who founded PointOne?
- PointOne was founded by Katon Luaces, Jeremy Ben-Meir in 2023.
- Who are PointOne's investors?
- PointOne's investors include 8VC, Y Combinator, General Catalyst, Lobster Capital, Bessemer Venture Partners, Script Capital.
- How much funding has PointOne raised?
- PointOne has disclosed $19.5M raised across 2 of its 3 known rounds.
- Where is PointOne headquartered?
- PointOne is headquartered in New York City, US.



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