Alation was founded in 2012 and became a unicorn in 2021, reaching the milestone in 9 years. The company's latest funding was a $123M Series E round on Nov 02, 2022, bringing its valuation to $1.7B as of Nov 02, 2022. Alation's Behavioral Analysis Engine uses machine learning-driven pattern recognition to surface insights on how data is being used, and its data catalog uses automation and machine learning to support data governance, paving the way for self-service analytics.
Cyborg Score Rationale
Alation commands market leadership in enterprise data governance with 40% Fortune 100 penetration, consistent revenue growth ($80M in 2023 → $109M in 2024), and $1.7B valuation backed by tier-one VCs (Thoma Bravo, Sanabil, Costanoa). Patent-pending AI features (behavioral analysis, agentic AI) strengthen governance moat, though earlier headcount reductions signal execution challenges in a mature but competitive segment.
Top Insights
Serves 40% of Fortune 100 with >$100M ARR, indicating strong enterprise stickiness and land-expand playbook
Behavioral Analysis Engine and ML-driven automation create defensible moat against newer entrants; agentic AI positioning ahead of market maturity
Recent acquisition of Numbers Station (May 2025) signals intent to integrate data quality/lineage—broadening TAM within existing customer base
Headcount declined 8% YoY to ~174 employees (Aug 2025), suggesting possible efficiency push or market slowdown, despite revenue growth
Named Competitors
Collibra — Data governance and AI governance platform
Ataccama — Data quality, master data management, and data governance
Informatica — Enterprise data management and metadata governance platform
Atlan — Data catalog and governance platform for collaborative data teams
OvalEdge — Unified data governance platform with catalog, lineage, and quality
Semarchy — Multi-domain master data management and data governance platform
Recent Developments
(April 2026) Rick Baker appointed as Chief Operating Officer
(March 2026) Launched Alation Skills plugin integrating with Claude for AI-assisted data governance
(May 2025) Acquired Numbers Station to enhance data quality and lineage capabilities
(November 2022) Closed $123M Series E round led by Thoma Bravo, reaching $1.7B valuation
Open the full interactive Alation report
Strategic research, analyst-debate audio, full Cyborg Score breakdown across 11 dimensions, and saved-company audio playlists.