Chalk

Chalk

Fraud detection and credit underwriting platform.

Overview

Chalk.ai provides risk intelligence for businesses in fintech, focusing on fraud detection and credit underwriting. It offers a scalable platform powered by machine learning and data engineering to help companies manage risk during financial transactions. The product processes data in real time through online ML models, enabling live decision-making, and is delivered as a subscription service with configurable workflows and risk models that require minimal infrastructure to use. Chalk.ai differentiates itself by offering highly customizable and scalable risk solutions tailored to each business’s needs, along with real-time processing and an easy-to-use platform. Its goal is to help financial institutions, e-commerce platforms, and other high-volume transaction businesses reduce fraud and improve credit decisions by providing actionable risk insights through a managed ML-powered platform.

Significant Headcount Growth

About Chalk

Simplify's Rating
Why Chalk is rated
B-
Rated B on Competitive Edge
Rated B on Growth Potential
Rated C on Differentiation

Industries

Data & Analytics

Enterprise Software

Fintech

AI & Machine Learning

Company Size

51-200

Company Stage

Series A

Total Funding

$60M

Headquarters

San Francisco, California

Founded

2022

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Simplify's Take

What believers are saying

  • Chalk raised $50 million in May 2025 at a $500 million valuation.
  • Customer stories in 2026 show Melio, Whatnot, Turo, and Verisoul expanding usage.
  • Headcount reached about 141 by March 2026, signaling hiring and product momentum.

What critics are saying

  • Databricks, BigQuery, and feature-store vendors pressure Chalk's pricing by 2026.
  • Mission-critical fintech customers demand perfect uptime; any api.chalk.ai incident damages trust immediately.
  • If AI inference infrastructure commoditizes, Chalk becomes a service layer with weak moat.

What makes Chalk unique

  • Chalk's compute-first context engine runs in customer VPCs with sub-5ms latency.
  • Mission Lane and Melio use Chalk for unified real-time underwriting and fraud decisions.
  • Chalk's LLM toolchain bridges structured and unstructured data into auditable inference features.

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Funding

Total Funding

$60M

Above

Industry Average

Funded Over

2 Rounds

Notable Investors:
Series A funding typically happens when a startup has a product and some customers, and now needs funding to scale. This money is usually used to grow the team, expand marketing, and improve the product. Venture capital firms are frequently the main investors here.
Series A Funding Comparison
Above Average

Industry standards

$15M
$8.2M
Discord
$15M
Canva
$30M
Kalshi
$50M
Chalk

Benefits

Health Insurance

Dental Insurance

Vision Insurance

401(k) Retirement Plan

Paid Vacation

Paid Holidays

Flexible Work Hours

Phone/Internet Stipend

Growth & Insights and Company News

Headcount

6 month growth

6%

1 year growth

3%

2 year growth

0%
Feedzai
Mar 24th, 2026
The most innovative data science companies of 2026.

The most innovative data science companies of 2026. March 24, 2026 Why Unstructured, Feedzai, Synchron, and Chalk are among Fast Company's Most Innovative Companies in data science for 2026.

Business Wire
May 29th, 2025
Chalk Raises $50M Series A to Power AI Inference

Chalk, the data platform for AI inference, announced today that it has raised a $50 million Series A at a $500 million valuation. The round was led by Felici...

TechStartups
May 28th, 2025
Neuralink Secures $600M for Interfaces

On May 28, 2025, Neuralink secured $600 million to advance its brain-computer interface trials. The funding highlights a strong interest in frontier tech, with other notable investments including Horizon3.ai's $100 million for its AI-driven cybersecurity platform. The diverse funding landscape underscores continued support for innovative tech solutions.

The Montreal Gazette
May 28th, 2025
Chalk Raises $50M Series A to Power AI Inference

Chalk, the data platform for AI inference, announced today that it has raised a $50 million Series A at a $500 million valuation.

Salem Radio Network
May 28th, 2025
Databricks competitor Chalk raises $50 million series A

SAN FRANCISCO (Reuters) -Artificial intelligence infrastructure startup Chalk said Wednesday it had raised a $50 million Series A funding round, valuing the company at $500 million.

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