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Validio

AI · Stockholm, Sweden · Founded 2019

Real-time data validation and data quality monitoring for modern data teams MoreLess

Validio is a Stockholm enterprise data-management company founded in 2019 by CEO Patrik Liu Tran that builds an agentic platform for data observability, quality, lineage and cataloguing so regulated and AI-driven organisations can trust reporting and production AI. The platform deploys automated monitoring and anomaly detection across large record volumes—customers include Nordea, Deutsche Glasfaser, Canva, Truecaller, Surfshark and AllianceBernstein—and is designed for cross-functional business and technical users rather than engineering-only observability tools. In March 2026 Validio raised a $30 million Series A led by Plural, with Lakestar, J12 and angels including Kevin Ryan (MongoDB), Denise Persson (Snowflake) and Emil Eifrem (Neo4j), bringing total funding to about $47 million to scale go-to-market across the US, UK and Northern Europe and continue product development. Sources: Validio 5 Mar 2026; FinSMEs; Axios.

Valuation $100–250M
Revenue $1–10M
Headcount <100
Total funding $10–50M
Unlock exact values This page shows ranges. Dealroom has the exact numbers for Validio and the history behind them.

Talent graph

Validio's talent

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Team profiled 16 named & role-tagged
Founders Hidden — book a demo/100 quality score
Key operators 5 quality Hidden — book a demo/100
Potential founders Hidden — book a demo likely future founders
Startup mafia Hidden — book a demo alumni-founded startups
Talent movements Hidden — book a demo in · Hidden — book a demo out past 12 months

Source: Dealroom Talent Intelligence.

Investors

11 investors on Validio's cap table

Sourced from Dealroom's funding history. Investor profile links are shown where available.

Seed 9 investors entered at this stage
J12 Ventures
Lakestar
Kevin Ryan
Kim Fai Kok
Denise Persson
Mehdi Ghissassi
Zlatan Ibrahimovic
Emil Eifrem
Dara Gill
Series A 2 investors entered at this stage
Plural
Sven Hagströmer

Global footprint

Where Validio has talent and traffic

Workforce by country
5 countries with
team presence
🇸🇪 Sweden80.6%
🇳🇱 Netherlands8.3%
🇬🇧 United Kingdom5.6%
🇺🇸 United States2.8%
🇩🇪 Germany2.8%
5 countries shown

Market sentiment

What the market is saying about Validio

An AI-synthesized read of the highest-engagement posts about Validio on X over the past 7 days. We rank by likes & retweets, ignore corporate channels, and surface the themes that broke out from real people.

Reading the room on X — pulling top posts and synthesizing themes…

Source: X recent search ranked by engagement (likes + retweets) · Synthesis by Claude · Cached for 1 hour

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