AI-generated content is everywhere now, and verifying what’s actually true online is getting harder. Flare, a Copenhagen-based startup, is tackling this directly. The company has raised €3.6 million in pre-seed funding to build an information verification tool for the internet.
The round was led by 20VC, with participation from byFounders, and angels from Stack Overflow, GitHub, Reddit, Meta, Kahoot, HubSpot, and Encord. The investor group includes people who helped build some of the internet’s most influential knowledge communities.
The core issue Flare is addressing is not that people are gullible. It is that the infrastructure for evaluating information has not scaled at the same pace as the infrastructure for producing it.
AI tools can now generate large volumes of credible-sounding content at speed. Without a reliable, scalable way to assess which statements are actually supported by evidence, the gap between content production and knowledge validation keeps widening. That is the gap Flare is building into.
What Flare is Building:
Flare’s platform uses a structured and transparent contribution system. The goal is to give anyone the ability to see which statements are supported and which are not, clearly and at scale.
This is not a fact-checking tool in the traditional editorial sense. It is designed as infrastructure, a layer that sits beneath how knowledge is shared and evaluated online, making the process systematic rather than ad hoc. The team frames it as moving the internet from distributing information to actually validating it.
The Team Behind it:
Nicolai Frost Kolborg Jacobsen, Co-founder and CEO, described the problem directly: the infrastructure for discernment has not kept up with the infrastructure for content, and that is what Flare is building to fix.
The founding team brings experience from Google, Unity, IBM, Amazon, and Corti, companies that have each had to build systems where scale, quality, and trust needed to coexist. That operational background is relevant to what Flare is attempting, which is a knowledge validation system that works at internet scale, not just for niche use cases.
Why the Investor Profile Matters:
The angels backing Flare are not generic fintech or SaaS investors. They come from platforms that have directly dealt with the challenge of maintaining knowledge quality at scale, including Stack Overflow, GitHub, Reddit, and Kahoot. These are communities where the quality of contributed knowledge determines the product’s value entirely.
That alignment between investor background and product thesis is meaningful. The people writing the checks have firsthand experience with what breaks when information infrastructure does not scale well, making them well placed to support a team building in this space.
Knowledge Validation as Infrastructure:
The framing Flare uses, knowledge validation as infrastructure, points to a broader opportunity. Most attempts to address misinformation or low-quality content have focused on content moderation or individual fact-checking. Flare is positioning lower in the stack, building the system that enables validation rather than doing the validation case by case.
For startup founders and operators who rely on knowledge management and information quality in their daily work, tools that make the credibility of information structurally legible rather than manually evaluated represent a meaningful shift. The AI content verification problem is not going away, and infrastructure-level solutions are where durable answers tend to come from.
With €3.6 million in pre-seed backing and a team with relevant experience from some of the largest technology companies in the world, Flare is building toward a version of the internet where scale and trustworthiness can coexist.
