Company profile
Use AI without breaking your data
Live profile
Coalesce is the data operating layer that builds control into your pipelines, so analytics and AI can scale without chaos or risk.
51-200
Series B ($50M)
AI Classification
Coalesce is a data operating platform that unifies pipeline transformation, data cataloging, and quality observability into a single layer for cloud data platforms including Snowflake, Databricks, Google BigQuery, and Microsoft Fabric. It serves enterprise data engineering and analytics teams seeking faster pipeline development, live data lineage, and AI-readiness at scale.
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Use AI without breaking your data is one of 2,673 B2B companies in the Kustiq directory.
Use AI without breaking your data sits among 50 data infrastructure companies in our Data & AI directory.
Similar profiles: Betterworks, Appcues, Freshpaint, and Comet.
Both sit in the 51-200 headcount band, and both are at Series B. See Use AI without breaking your data vs Betterworks side by side.
Both sit in the 51-200 headcount band, and both are at Series B. See Use AI without breaking your data vs Appcues side by side.
Both sit in the 51-200 headcount band, and both are at Series B. See Use AI without breaking your data vs Freshpaint side by side.
How Use AI without breaking your data compares with other Data Infrastructure companies
Use AI without breaking your data is one of 50 Data Infrastructure companies profiled in the Kustiq DataAI directory, which holds 242 DataAI companies in total. Every number below is computed from those profiles.
Use AI without breaking your data sits in the 51-200 headcount band. 40% of the 40 segment peers with a known team size are smaller. 18% of those peers share the same band.
The most common tech detections across the 16 peers with a visible stack are Cloudflare (56%), Vercel (31%), and Next.js (31%). Use AI without breaking your data lists none of them.
Among the 22 segment companies with disclosed funding, Seed is the most common stage (18%). Use AI without breaking your data is at Series B.
The median founding year across 13 peers with a known founding date is 2015.
San Francisco is the most common HQ city in this segment, home to 20% of the 10 peers with a known location.
Benchmarks are recomputed from live directory data, so they move as profiles refresh. Counts cover Kustiq-profiled companies, not the whole market.
How this profile was built
- Live web rendering via Browserless headless Chrome, not a stale cached scrape.
- Search intelligence via Serper API across the company site, LinkedIn, press, and GitHub.
- Claude only picks the buckets. It never decides facts.
- 12-factor churn engine. Deterministic score, zero LLM at scoring time.
- SMTP RCPT TO handshake on every contact, at delivery time on full profiles (paid plan).
This profile was built from 3 rendered pages of coalesce.io and search coverage across the live web on .
Read the full methodology in our LLM-readable reference or compare against the deterministic-vs-AI framework.
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