Use AI without breaking your data Company Profile

Coalesce is the data operating layer that builds control into your pipelines, so analytics and AI can scale without chaos or risk.

Industry: DataAI

Segment: Data Infrastructure

Team size: 51-200

Funding: Series B

Competitors: dbt

Generated by Kustiq, an AI company intelligence platform for B2B teams. Multi-stage pipeline: AI classification + live web scraping + SMTP-verified contacts + 12-factor rule-based churn engine.

Company profile

Use AI without breaking your data

Coalesce is the data operating layer that builds control into your pipelines, so analytics and AI can scale without chaos or risk.
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AI-verified profile

Coalesce is the data operating layer that builds control into your pipelines, so analytics and AI can scale without chaos or risk.

Employees

51-200

Funding

Series B ($50M)

AI Classification

DataAIData Infrastructure

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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Competitors

dbt

Use AI without breaking your data is profiled by Kustiq, an AI company intelligence platform for B2B teams. Use AI without breaking your data is one of 56 data infrastructure companies in our Data & AI directory. Similar profiles include Appcues, Freshpaint, Comet, and Attio.

How Kustiq built this profile

Hybrid pipeline: deterministic verification + Claude reasoning

  • Live web rendering via Browserless headless Chrome, not a stale cached scrape.
  • Search intelligence via Serper API across {company site, LinkedIn, press, GitHub}.
  • Claude Sonnet 4.6 classifies vertical, segment, and growth signals; never used for facts.
  • 12-factor churn engine produces a deterministic risk score with zero LLM calls at scoring time.
  • SMTP RCPT TO handshake verifies every contact at delivery time on full profiles (paid plan).

Read the full methodology in our LLM-readable reference or compare against the deterministic-vs-AI framework.

Part of 3,020 AI-profiled B2B companies. Browse the full directory