# Definity

**Source:** https://www.startuphub.ai/startups/definity
**Profile type:** Startup

> Observability for Spark-heavy data pipelines, proactively preventing bad data.

## About

Definity offers Agentic Data Engineering for the Lakehouse and Spark, providing actionable runtime intelligence to optimize cost, accelerate developer velocity, and improve data reliability. Their platform uses AI agents for proactive in-motion action to optimize, fix, and upgrade data pipelines, focusing on cost optimization, in-motion observability, agentic troubleshooting, and code change validation. Definity serves data innovators and enterprises working with Spark, Databricks, AWS EMR, and GCP Dataproc.

## Key facts

- **Slug:** definity
- **Website:** https://definity.ai
- **Location:** San Francisco, United States
- **Founded:** 2022-03-01
- **Employees:** 21
- **Operating status:** Active
- **Total funding:** $5M
- **Sectors / tags:** Enterprise, Data Engineering, Observability, Data, MLOps, DataOps, Data Platform, Analytics Platform, Workflow Automation, Enterprise Software, Spark
- **Social:**
  - LinkedIn: https://www.linkedin.com/company/definity-ai/

## Frequently asked

### What does Definity do?

Definity offers Agentic Data Engineering for the Lakehouse and Spark, providing actionable runtime intelligence to optimize cost, accelerate developer velocity, and improve data reliability. Their platform uses AI agents for proactive in-motion action to optimize, fix, and upgrade data pipelines, focusing on cost optimization, in-motion observability, agentic troubleshooting, and code change validation. Definity serves data innovators and enterprises working with Spark, Databricks, AWS EMR, and…

### What is Definity's revenue?

StartupHub estimates Definity's annual revenue at $2.6M (range $2.0M to $5.1M, 71% confidence), based on comparable companies in the sector.

### What is Definity's valuation?

StartupHub estimates Definity's effective valuation at $18.3M (range $11.3M to $27.0M, 23% confidence), based on comparable companies in the sector.

### How much funding has Definity raised?

Definity has raised a total of $5M in funding. The most recent round on record is Series A.

### Where is Definity headquartered?

Definity is headquartered in San Francisco, United States.

### When was Definity founded?

Definity was founded in 2022.

### What industry does Definity operate in?

Definity operates in Enterprise, Data Engineering, Observability, Data, MLOps, DataOps.

### How many employees does Definity have?

Definity has approximately 21 people on record.

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