Ataccama
Ataccama is a data governance and quality platform founded in 2007 in Prague as a spinoff from the systems integrator Adastra.
Profile
Ataccama provides data governance and quality software that helps enterprises manage, validate, and remediate data before sending it to AI systems and applications.
Ataccama is a data governance and quality platform founded in 2007 in Prague as a spinoff from the systems integrator Adastra. The company is now headquartered in Toronto, Canada, with co-founders including Jan Mrazek, Jan Cervinka, David Holes, Michal Klaus, and Petr Jech. Ataccama built the business through organic growth and profitability until 2022, when it secured a $150 million growth investment from Bain Capital Tech Opportunities at a reported $550 million valuation.
Mike McKee became CEO in August 2023, replacing long-time founder Michal Klaus, who moved to a strategic advisory role. The company operates Ataccama ONE, a unified data trust platform combining data quality, master data management, data governance, lineage, and observability. The platform has garnered five consecutive Gartner Magic Quadrant Leader rankings in Augmented Data Quality Solutions.
By October 2024, Ataccama reported $61.3M in annual recurring revenue (ARR) with 250 enterprise customers and 498 employees. In Q4 2025, the company achieved a 30% three-year compounded annual growth rate, signed over thirty $1M+ deals, and reported 75% of new customers adopting its generative AI capabilities into production workflows. Average annual contract value stands at $245K, with customer expansion driving a 16% year-over-year increase in ARR per customer.
The company markets itself as providing a "data trust layer" for agentic AI—validating and certifying data before autonomous systems act on it. However, internal accounts reveal three rounds of layoffs between 2023 and 2025, affecting roughly 20% of the workforce at one point, triggering employee concerns about job stability and management accountability despite strong business growth metrics.
Who buys this
- Financial services and banking (T-Mobile, Fifth Third Bank, Raiffeisen Bank, Société Générale)
- Insurance and asset management (Prudential, Allianz, Progressive, MetLife, Dodge & Cox, iA Financial Group)
- Healthcare and life sciences (Blue Cross Blue Shield, HCA Healthcare, Latrobe Health)
- Large manufacturing and retail (Mondelēz, HP, GSK, SSEN Transmission)
Publicly disclosed clients
- T-Mobile
- Fifth Third Bank
- Mondelēz International
- Prudential
- Allianz
- Blue Cross Blue Shield
- Société Générale
- Progressive
Strengths and what to watch
Strengths
- Five consecutive Gartner Magic Quadrant Leader rankings; 4.5 rating on Gartner Peer Insights with enterprise adoption from hundreds of named customers across regulated industries.
- Strong AI adoption: 75% of Q4 2025 new customers deployed generative AI capabilities into production workflows, positioning the platform as foundational to agentic AI deployments.
- Proven unit economics and growth: $61.3M ARR in October 2024 (62.6% YoY growth), $245K average contract value, 16% YoY increase in customer expansion revenue, and $1M+ deal velocity at record levels.
Watch for
- Internal workforce stability: Three separate layoff rounds between 2023 and 2025 (approximately 20% in one round), with employee reports of broken no-layoff commitments and management accountability concerns despite record business growth.
- Post-Bain integration: $150M investment (June 2022) and leadership transition from founder Michal Klaus to external CEO Mike McKee (August 2023) reflect investor-driven growth expectations; execution risk on scaling go-to-market and product innovation roadmaps.
- Customer concentration risk: No disclosed revenue concentration metrics; 250 customers at $245K average suggests mid-market dependency—monitor for large-customer churn and reliance on financial services vertical (which includes multiple visible customers).
Recent moves
- 7mo ago Ataccama named Leader in 2026 Gartner Magic Quadrant for Augmented Data Quality Solutions for fifth consecutive year
- 7mo ago Ataccama reports record Q4 2025 growth with 30% three-year CAGR and 75% new customers deploying AI capabilities
- 10mo ago Ataccama launches AI-powered agentic data trust platform with generative AI agent for autonomous data stewardship
- 1y ago Ataccama establishes Partner Advisory Board with executives from Deloitte, Snowflake, Capgemini, AWS, and others
Key Information
- Industry
- Data Governance & Catalog
- Founded
- 2007
- Employees
- 546
- Headquarters
- Toronto, Canada
Frequently Asked Questions
What is Ataccama?
Ataccama is a data governance and quality platform founded in 2007 that helps enterprises manage, validate, and remediate data before using it in AI systems. Headquartered in Toronto and backed by Bain Capital, it serves 250+ enterprise customers including T-Mobile, Prudential, and Blue Cross Blue Shield across regulated industries.
What is data governance?
Data governance is the set of policies, procedures, and processes that define who can access, use, and manage organizational data. It ensures data quality, accuracy, and security while establishing accountability for how information is handled. Effective governance helps companies make better decisions and maintain compliance with industry regulations.
Why do AI systems need validated data?
AI systems trained on poor-quality data produce inaccurate or biased results. Ataccama positions validated data as a 'data trust layer' for agentic AI—ensuring autonomous systems act only on certified, clean information. This prevents costly errors and regulatory violations in regulated industries like banking, insurance, and healthcare.
What is a data trust layer?
A data trust layer is a validation and certification system between raw data and AI systems. It ensures autonomous agents only process verified information. Ataccama combines data quality checks, master data management, and lineage tracking to maintain visibility and control over data flowing into AI applications and autonomous workflows.
Is Ataccama a leader in data governance?
Yes. Ataccama has earned five consecutive Gartner Magic Quadrant Leader rankings and maintains a 4.5 rating on Gartner Peer Insights. With 250 enterprise customers across financial services, insurance, healthcare, and manufacturing, plus $61.3M annual recurring revenue, it demonstrates sustained market leadership and adoption across regulated industries.
Does Ataccama support AI capabilities?
Yes, extensively. In Q4 2025, 75% of new customers deployed generative AI capabilities into production workflows. Ataccama launched AI-powered agentic data stewardship features and positioned itself as foundational to enterprise agentic AI deployments. Strong AI adoption and record customer expansion reflect growing demand for data validation in autonomous system implementations.
How Ataccama compares
Direct head-to-head against 3 competitors. Picked by 7wData.
Ataccama
- Positioning
- Ataccama provides data governance and quality software that helps enterprises manage, validate, and remediate data before sending it to AI systems and applications.
- Customer segments
- Financial services and banking (T-Mobile, Fifth Third Bank, Raiffeisen Bank, Société Générale)
- Strengths
- Five consecutive Gartner Magic Quadrant Leader rankings; 4.5 rating on Gartner Peer Insights with enterprise adoption from hundreds of named customers across regulated industries.
- Watch for
- Internal workforce stability: Three separate layoff rounds between 2023 and 2025 (approximately 20% in one round), with employee reports of broken no-layoff commitments and management accountability concerns despite record business growth.
- Recent moves
- Ataccama reports record Q4 2025 growth with 30% three-year CAGR and 75% new customers deploying AI capabilities
Collibra
- Positioning
- Enterprise data governance and catalog platform for regulated industries requiring policy enforcement at scale.
- Customer segments
- Large enterprises in financial services, healthcare, pharma. Buyers are data governance leads and compliance officers.
- Strengths
- Gartner and Forrester Leader recognition for data and analytics governance, with deep policy enforcement across complex multi-system estates.
- Watch for
- Base pricing starts near $170k per year with lineage and data quality as separate paid modules, complicating total cost forecasts.
- Recent moves
- Acquired Deasy Labs (July 2025) to extend platform into unstructured data enrichment for AI workflows.
Informatica
- Positioning
- Enterprise data quality and governance platform for large organizations managing complex, multi-cloud data estates.
- Customer segments
- Mid-to-large enterprises and regulated industries. Buyers are data governance leads and CDOs.
- Strengths
- 18 consecutive Gartner Leaders Quadrant placements in augmented data quality across enterprise-scale multi-cloud deployments.
- Watch for
- Salesforce acquisition closed November 2025, adding roadmap and integration uncertainty. PowerCenter 10.5.x support ends 2026, forcing costly migrations.
- Recent moves
- Acquired by Salesforce for approximately 8 billion dollars, deal closed November 18, 2025.
Alation
- Positioning
- Enterprise data catalog repositioned as a governance layer for AI workloads, targeting regulated industries.
- Customer segments
- Large enterprises in financial services, healthcare, retail, tech. Buyers: data engineers, analysts, governance officers.
- Strengths
- 40% Fortune 100 adoption with named accounts (Cisco, Nasdaq, Pfizer) validates enterprise-scale catalog deployments.
- Watch for
- Three layoff rounds since 2022 and no new funding since November 2022 raise questions about roadmap investment and runway.
- Recent moves
- May 2025: acquired Numbers Station, a Stanford AI spinout, to add autonomous agent capabilities on structured data.
Sources
- www.ataccama.com — Company mission, products, market positioning, enterprise adoption, Gartner recognition
- techcrunch.com — Founding in 2007 as Adastra spinoff, $150M Bain Capital investment (June 2022), 86% YoY ARR growth at time of funding, 200+ customers, 468 employees, competitor positioning
- getlatka.com — $61.3M ARR in October 2024, 62.6% YoY growth from $37.7M in 2023, 250 customers, $245.4K average contract value, 498 employees, Mike McKee as CEO
- www.ataccama.com — Q4 2025 30% three-year CAGR, 30+ $1M+ deals in 2025, 75% new customer AI adoption, 16% YoY ARR per customer growth, 40% partner pipeline growth
- www.ataccama.com — Named enterprise customers: T-Mobile, Fifth Third Bank, Prudential, GSK, Dodge & Cox, Lloyds Banking Group, Mondelēz, Progressive, MetLife, Allianz, Blue Cross Blue Shield, and 20+ additional named clients
- finance.yahoo.com — Q4 2025 announcements, AI adoption rates, market positioning for agentic AI
- www.globenewswire.com — Product launch of Ataccama Lineage module in February 2025
- www.glassdoor.com — Employee concerns regarding multiple layoff rounds, management accountability, workplace stability