Acryl Data

Acryl Data

Provides metadata platform for data observability

Overview

Acryl Data offers Acryl Cloud, a metadata platform for data management that combines a data catalog with data observability. It helps data producers and consumers organize, understand, and derive fast value from data using Shift Left practices that embed testing early in development. The platform continuously detects data quality incidents in real time, automates anomaly detection, and provides time-based data lineage to trace root causes, with both push and pull metadata ingestion. Pricing is subscription or usage-based, serving teams from technical to non-technical to monitor the health of datasets and pipelines and accelerate issue resolution.

About Acryl Data

Simplify's Rating
Why Acryl Data is rated
C
Rated C on Competitive Edge
Rated C on Growth Potential
Rated C on Differentiation

Industries

Data & Analytics

Enterprise Software

Company Size

51-200

Company Stage

Series A

Total Funding

$21M

Headquarters

Santa Clara, California

Founded

2021

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Simplify's Take

What believers are saying

  • May 2025 Series B raised $35 million from Bessemer, lifting total funding to $65 million.
  • May 2026 release claims analytics-agent accuracy beyond 90%, strengthening enterprise ROI messaging.
  • July 2026 jobs board shows 13 openings, including engineering, customer success, and field marketing.

What critics are saying

  • Snowflake, Google, and Databricks now own adjacent context workflows directly.
  • DataHub’s open-source core weakens pricing power if enterprises self-host instead of buying cloud.
  • If agent context becomes bundled by hyperscalers, Acryl Data’s cloud revenue stalls by 2027.

What makes Acryl Data unique

  • DataHub’s open-source graph gives Acryl Data community lock-in and enterprise credibility.
  • April 2026 Google collaboration expands certified connectors across BigQuery, Spanner, Pub/Sub, and Gemini.
  • May 2026 DataHub Cloud v1 positions Acryl as a context layer for analytics agents.

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Funding

Total Funding

$21M

Above

Industry Average

Funded Over

1 Rounds

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
$21M
Acryl Data
$30M
Kalshi

Benefits

Health Insurance

Dental Insurance

Vision Insurance

Company Equity

Family Planning Benefits

Fertility Treatment Support

Remote Work Options

Home Office Stipend

Phone/Internet Stipend

Company News

Team IT Security
May 21st, 2025
Acryl Data raises $35M Series B

DataHub, by Acryl Data, has secured $35 million in Series B funding led by Bessemer Venture Partners. This funding aims to enhance their open source metadata platform, enabling AI to safely manage and utilize data.

I Programmer
Jun 26th, 2023
Acryl Adds Advanced Data Observability

Vercel has announced AI Accelerator, a program for AI builders and early stage startups, along with AI Playground, an environment in which developers can experiment with AI technologies.

The New Stack
Jun 23rd, 2023
Acryl Data Unveils Data Observability Capabilities, Adds Funding

Yesterday, Acryl Data announced the launch of Acryl Observe, a data observability module for its flagship Acryl Cloud offering.

Google
Jun 23rd, 2023
Acryl Data unveils Data Observability capabilities, adds funding

Acryl Data unveils Data Observability capabilities, adds funding.

PT. Cahaya Naga Mediatama
Jun 22nd, 2023
Acryl Data raises $21M to grow its enterprise data catalog platform

With the explosion of different kinds of data, companies are struggling to realize meaningful value from their stored data. Data teams are overworked, meanwhile — forced to cater to the needs of disparate departments within an organization while trying...

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