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Benchmark

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Benchmark

Decision infrastructure for investment firms

withbenchmark.com
HQ: New York, NY, USA
1-10
B2B

Company research

Public company, workplace, funding, and market signals

Updated Jul 29, 2026

Overview

Benchmark was a New York-based AI platform for investment firms that turned unstructured deal documents and a firm's prior deal history into cited investment intelligence for deal screening, diligence, and comp building. On 2026-07-16, Harvey announced it had acquired Benchmark and that Benchmark’s co-founders and team would join Harvey.

Primary product

AI-powered deal screening and investment knowledge platform

Founded

2022

Headquarters

New York City, New York, United States

Team size

1-10 employees

Industry

Software Development

Sub-industry

AI platform for investment firms / diligence automation

Offices

New York City, New York, United States (HQ)

Business model

B2B SaaS
Enterprise software
AI workflow automation

Funding

Stage

Pre-Seed

Total raised

$625K

Latest round

Pre Seed · Apr 2023

Latest amount

$500K

Pre Seed

Apr 2023 · Y Combinator

$500K

Seed

Mar 2023

$125K

People & investors

Leadership

Alec Dunn

Co-Founder & CEO

Connor Janson

Co-Founder

Mallik Begur

Head of Engineering

Founders

Joshua Kerber

Co-Founder, CTO

Investors

Outsiders Fund
Y Combinator

Work & culture

Public evidence points to a lean, security-first, in-person startup culture built for fast shipping in NYC. The company emphasized working on ambitious LLM products for investment firms, with technical DNA from Square, Carta, OpenGov, and Bloomberg.

Compensation

Public compensation data is sparse. A third-party job listing for Benchmark’s software engineer role showed a $120k-$180k annual base salary range; no official company-wide compensation policy was found.

Product & market

Pricing

Demo-led enterprise SaaS / sales-led subscription

Differentiators

  • —Automatically extracts, normalizes, and summarizes deal data from any source
  • —Real-time Q&A on deal documents with verifiable citations
  • —Builds a proprietary comp database from a firm's own data
  • —Focused specifically on private-market investment workflows
  • —Security-first posture with SOC 2 Type II
  • —Transforms unstructured documents into structured, API-ready information

Technology

TypeScript
Python
Flask
React
Postgres
Google Cloud Platform
Calendly

Customers

Private equity funds
Institutional real estate investors
Private credit funds
Family offices
Institutional investors
Asset managers
Global investment firms

Competitors

Hebbia
AlphaSense
Rogo
Daloopa
Boosted.ai
Quartr

Scale & contact

hello@withbenchmark.com

Signals & risks

Acquisition
Jul 2026

Harvey announced it had acquired Benchmark; Benchmark’s co-founders Alec Dunn and Connor Janson, and the team, would join Harvey’s product and engineering organization.

Source

Latest news

Harvey acquires US investment firm-focused AI platform Benchmark

Global Legal Post · Jul 2026

Global Legal Post covered Harvey’s acquisition of Benchmark and noted Benchmark’s backing from Y Combinator and Outsiders Fund.

Y Combinator-Backed Benchmark Joins Harvey

Harvey · Jul 2026

Official acquisition announcement: Harvey said it acquired Benchmark, cited Benchmark’s customer base and asset-management use case, and said Benchmark’s co-founders and team would join Harvey.

Harvey Acquires Benchmark As It Grows Beyond the Legal Department

Business Insider · Jul 2026

Business Insider reported Harvey acquired Benchmark, described the startup as serving asset managers, and noted the deal broadened Harvey’s push beyond legal into Wall Street and asset management.

Harvey Deepens Private Markets Push With Acquisition of Benchmark

Benzinga · Jul 2026

Benzinga covered the acquisition and said Benchmark’s team would join Harvey’s product and engineering organization, highlighting Benchmark’s use by firms managing more than $2T in assets.

Harvey Continues Acquisition Streak With Addition of Investment Platform Benchmark

Law.com · Jul 2026

Law.com reported Harvey’s third acquisition of 2026 and said the Benchmark deal was intended to build out Harvey’s asset-management business.

App portalBlogContact usHarvey acquisition announcementLinkedIn company pageMSAOfficial websitePrivacy policySecurity pageY Combinator company page
SourcesOfficial websiteContact usBlogIntroducing BenchmarkEnterprise AI Security for FinanceApp portalLinkedIn company pageY Combinator company pageY Combinator jobs pageHarvey acquisition announcementPrivacy policyMSA

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