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Validio

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

Stockholm, SwedenFounded 2019AI
Valuation $100–250M Last recorded · 2026
Revenue $1–10M Latest reported FY
Headcount <100 Current team size
Total funding $10–50M Disclosed equity funding
Unlock exact values This page shows ranges. Dealroom has the exact numbers for Validio and the history behind them.

About Validio

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.

Source: Dealroom company data

At a glance

Status
Operational
Founded
2019
Headquarters
Stockholm, Sweden
Employees
36
Open positions
2
Dealroom signal
63.2/100
Industry
Enterprise Software
Sector
AI, Cloud Data Services, Core AI, MLops, AI Data Preparation and Generation
Technology
Artificial Intelligence, Big Data, Machine Learning
Business model
SaaS
Client focus
b2b

Funding history

3 recorded events

Company financing events and reported valuations.

Deal typeDateAmountValuationInvestorsSource
SERIES A✓Equity / VC Mar 2026 $30M $120M J12 Ventures · Emil Eifrem · Plural · Lakestar ↗
SEED✓Equity / VC Jun 2022 $15M $60M Kevin Ryan · Kim Fai Kok · Denise Persson · Mehdi Ghissassi ↗
Showing the latest 2 of 3 recorded eventsBook a demo for the full funding history →

Financials

Revenue, earnings and profit over time

Revenue, earnings and other financial measures where available. Years marked “E” are estimates.

YearRevenueGrowthProfitMargin
2026
2025
2024
2023 —
2022 — — —
2021 — — —
2020 — — —
Company filings, research estimates and Dealroom dataBook a demo for the full financial model →

Growth signals

Validio website traffic

Latest recorded traffic for Validio is 9.5K monthly website visits, down 47.2% over the last three months. Validio's team declined 7.7% over the past year.

Latest monthly visits9.5K 3-month web change-47.2% 1-year team growth-7.7%
Summary metrics are public; monthly history is available with a demoCompare with peers →

Similar companies

Closest operating peers by Dealroom taxonomy

Company identity and context are open; selected comparison metrics preview what is available on the platform.

Showing 8 of the closest matchesCompare every metric →

Investments and acquisitions

Capital deployed

Recent portfolio relationships for companies that also act as investors or acquirers.

Investors

17 investors on the cap table

From Dealroom's funding and investor records, grouped by the round each investor first entered.

Seed9 investors entered at this stage

  • J12 Ventures
  • Lakestar
  • Kevin Ryan
  • Kim Fai Kok
  • Denise Persson
  • Mehdi Ghissassi
  • Zlatan Ibrahimovic
  • Emil Eifrem
  • Dara Gill

Series A2 investors entered at this stage

  • Plural
  • Sven Hagströmer

Other known investors6 additional known investors

  • DHS Venture Partners
  • Fredrik Uhrström
  • Kim Kok
  • Mattias Miksche
  • Oliver Molander
  • Stephen Nundy
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.

Global footprint

Workforce and web traffic by country
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

Posts on X, past 7 days

An AI-synthesised read of the highest-engagement posts about Validio on X, ranked by likes and reposts, corporate channels excluded.

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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