How much funding has Validio raised?

Validio has raised $47M in total funding. Their latest funding round was Series A. Key investors include Plural, Lakestar, J12 Ventures, Kevin Ryan, Denise Persson, Emil Eifrem, Sven Hagströmer.

Where is Validio headquartered?

Validio is headquartered in Stockholm, Sweden. The company has a team of 50-60 people.

When was Validio founded?

Validio was founded in 2019. It is based in Stockholm, Sweden.

Who is the CEO of Validio?

Patrik Liu Tran is the CEO of Validio. The company was founded in 2019.

Where is Validio located?

Validio is headquartered in Stockholm, Sweden.

What funding stage is Validio at?

Validio is currently at the Growth Stage stage.

How many employees does Validio have?

Validio has approximately 50-60 employees.

Validio

Category: AI Infrastructure

An agentic data management platform that automates data quality, observability, lineage, and cataloging to make enterprise data AI-ready and trustworthy at scale. Validio was founded in 2019. The company is led by Patrik Liu Tran. Based in Stockholm, Sweden. Team size: 50-60. Total funding raised: $47M. Latest round: Series A. Key investors include Plural, Lakestar, J12 Ventures, Kevin Ryan, Denise Persson, Emil Eifrem, Sven Hagströmer.

Founded: 2019
Headquarters: Stockholm, Sweden
Team size: 50-60
Total funding: $47M

Value proposition

Automates data quality monitoring and issue resolution 95% faster than alternatives, detecting anomalies up to 120x quicker while reducing manual investigation time by 95%, enabling enterprises to trust their data for AI initiatives and regulatory compliance

Products and solutions

Data Quality & Observability - AI-powered anomaly detection and real-time monitoring, Data Lineage - Field-level lineage with automated root cause analysis, Data Asset Insights - Data catalog with discovery, ownership, and utilization metrics, Integrations Hub - 40+ native integrations with data warehouses, lakes, streams, and BI tools

Unique value

First agentic data management platform combining AI-powered anomaly detection, self-learning algorithms that adapt to seasonal patterns, and unified data quality/lineage/cataloging in real-time for both batch and streaming data

Target customer

Fortune 2000 enterprises and leading technology companies in financial services, banking, software, and data-intensive industries requiring reliable data for AI, analytics, and regulatory compliance

Industries served

Financial Services & Banking, Software & Technology, Telecommunications, Investment Management, Business Intelligence & Analytics, Enterprise Software, Data Infrastructure

Technology advantage

Distinguishes through: (1) AI-assisted setup with automatic recommendations for instant deployment vs. competitors' month-long implementations, (2) Self-learning ML models that continuously improve validation accuracy, (3) Processing 100M+ records per minute with sub-minute anomaly detection, (4) Support for deeply nested data structures without flattening, (5) Unified platform serving both technical and business teams unlike point solutions

How they differentiate

Validio offers a unified, intelligent platform combining data quality, lineage, and cataloging built for AI across the whole enterprise. Unlike competitors that focus on narrow slices or specific user groups, Validio enables business and technical teams to collaborate seamlessly with an agentic AI system that resolves issues at the source. Features AI-assisted setup with automatic recommendations for instant deployment (vs. competitors' month-long implementations), self-learning ML models that continuously improve validation accuracy, and real-time support for both batch and streaming data.

Main competitors

Monte Carlo, Atlan, Collibra

Key partnerships

Google Cloud Platform (technology partner), ABB SynerLeap (strategic innovation partnership), Snowflake (data warehouse integration partner), Databricks (lakehouse platform integration), Fivetran, dbt Labs, Apache Airflow (data transformation ecosystem), Major BI platforms: Tableau, Power BI, Looker, Sigma Computing

Notable customers

Nordea, Canva, Truecaller, AllianceBernstein, Deutsche Glasfaser, Surfshark, Walden, AB CarVal, Voi, Ecolab, Point Predictive

Major milestones

Founded in 2019 by Patrik Liu Tran, Urban Eriksson, and Oliver Molander, Pre-Seed round raised in October 2020 led by J12 Ventures, $15M Seed round led by Lakestar in June 2022, emerged from stealth, $30M Series A led by Plural in March 2026, 800% ARR growth achieved in past 12 months, Expanded customer base to include Fortune 2000 enterprises and leading tech companies, Team grew to 50-60 employees with 23% growth in the past year

Growth metrics

800% ARR growth in the past 12 months; 95% reduction in manual checks; data lineage mapping completed in a single day vs. 8 months with traditional systems; 50-60 employees

Market positioning

Agentic data management platform positioning itself as the infrastructure layer for AI-ready enterprise data. Targeting Fortune 2000 enterprises and leading technology companies in data-intensive industries. Differentiated by 95% faster issue resolution, 120x quicker anomaly detection, and ability to process 100M+ records per minute with sub-minute detection.

Geographic focus

Headquartered in Stockholm, Sweden with global operations actively scaling across Europe and the United States

Patents and IP

No registered patents publicly disclosed as of latest update

About Patrik Liu Tran

PhD in Business Administration from Stockholm School of Economics; M.Sc. in Machine Learning and Civil Engineering in Engineering Physics from KTH Royal Institute of Technology. Former advisor to 30+ large enterprises on Data & AI strategy. Previous Chairman of Stockholm AI. Started double degree program at age 16. Author and keynote speaker on data quality and AI.

Official website: https://validio.io