Games publishing and investment agency GYLD has raised $1 million in funding to support its proprietary games research system Critical Compass.
The tool, which the firm has been developing since 2020, delivers a deep analysis of a game’s features and potential audience and has been used at “some of the largest publishers and platform holders in games,” co-founder Lex Suurland tells GamesIndustry.biz.
Led by Kameha Ventures, the round also drew participation from angel investors at mod.io, indie.bi, and ICO Partners.
The firm developed the tool partially as a correction to existing reporting, which targets publishers and investors rather than developers, and relies on genre classifications that don’t accurately reflect what games offer.
“In our research we reverse-engineered and replicated the big industry-wide reports and ‘trends,’ finding that many rest on faulty sampling and data collection – that’s how you end up with claims like “RTS is dead” or that whole genres are oversaturated,” says Suurland. “Correct those faults, and the explanations for hits and failures stop being hindsight and become predictable.”
The primary cause for the tool’s development, he says, was GYLD’s “business model forced it.”
“The system kept improving because real money kept depending on it, and somewhere along the way we realised we’d built something the industry lacked”
“As a no-win-no-fee agency, we absorbed the cost when we backed the wrong project. We needed to know which projects to commit to with a rigour the research firms didn’t offer,” he says. “The system kept improving because real money kept depending on it, and somewhere along the way we realised we’d built something the industry lacked.”
Critical Compass has subsequently been used by a range of companies “making games on budgets from $300,000 to over $60 million” says Surrland. The company claims that the tool has “a 100% record on projects it identified as commercially unviable,” stating that every project that proceeded without following its recommendations either failed to secure publishing or launched to poor commercial reception.
The tool is built on “games-industry AI agents” which “investigate market, storefront, community, and competitive evidence within frameworks built by GYLD’s data scientists;” human analysts analyse the results and “remain accountable for every recommendation,” the firm said.
An early version enabled GYLD to identify Sandfall Interactive’s Clair Obscur: Expedition 33 as a potential hit, based on viewing a prototype of the game at GDC 2022. “An unproven title from a first-time studio, exactly the kind of bet that’s hardest to make on instinct,” says co-founder Lex Suurland.
“We ran it through what was then a prototype version of Critical Compass ourselves, and the read was clear: every unique selling point (USP) in the game mapped directly onto core player needs and expectations, and innovated on each one of them. That evidence was a major factor in our decision to work with the team.
“From there, our role was making sure they secured the right publisher partner on the best possible terms and the rest played out in public. It became one of the biggest games of last year. The point of the story isn’t that we predicted a phenomenon. It’s that evidence lets a small, unproven team be judged on their actual market position rather than their size.”
Suurland highlights that a five-person studio can afford Critical Compass, but GYLD are not expecting smaller studios to be the main users as “the mix is the point.”
“The biggest companies in games adopted this before it even had a website, and they’ll stay heavy users,” he explains. “What’s new is who else can now afford it. Our Pre-Launch Viability Report starts from $5,000, delivered in days. The mission is to democratise these systems and keep pushing the price down over time; current fees reflect the fact that real professional analysts work on every project – a five-person indie team gets the same quality of work and the same dedication to detail and accuracy as a 300-person studio. Custom research models and agent builds are scoped to the question.
“So no, small studios aren’t the ‘main’ user. The honest framing is that the giants were already inside, and those larger clients are what let us keep building the smaller, more affordable tools indies genuinely need.”
“A five-person indie team gets the same quality of work and the same dedication to detail and accuracy as a 300-person studio”
However, there is a limit to how many studios the firm can support with Critical Compass.
“We’re not going to pretend otherwise, every report has human analysts on it, which is exactly what makes it worth buying. While we already have some existing clients on retainer, from launch we can take on ten additional projects a month. We prioritise by decision urgency: a team facing a live greenlight, funding round or launch decision goes ahead of general curiosity, because having that information in hand within days is where we’re most valuable.”
And what GYLD built was something to address what other market research tools get wrong – applying methodology frameworks, measuring what players say instead of what they do, and providing data without interpretation.
Suurland highlights how GYLD were commissioned to produce a comprehensive research study on PvP team-based FPS titles in 2024 and found that seemingly insignificant features predicted or explained the success or failure of more than 30 games.”
“Take one we can backtest today: weapon balancing and anti-cheat emerged as the major predictors of retention and growth. Our hypothesis was simple: if your weapon balancing breaks player trust and you neglect anti-cheat, no amount of content, seasons or updates will retain players.
“Our case studies at the time included titles like Helldivers, and today, in 2026, both Arc Raiders and Helldivers have shown sudden player drops followed by public statements addressing exactly those two predictors.”
“Critical Compass is a counterweight against two things at once: bad executive decisions that end in job losses, and the drift toward end-to-end generative games”
Suurland continues: “Developers and players, we believe, have always sensed that ‘data-driven’ design in this industry was getting something wrong, they just couldn’t put their finger on what. We could. And the result is that we’ve helped steer titles from inception to breakout in deliberate, planned ways – giving creatives complete freedom to express themselves, with the understanding that certain market expectations and player requirements are simply not up for debate.”
As for what the future holds for GYLD and Critical Compass over the next three years, Suurland highlights three focus points: “deeper, closer, and cheaper in that order.”
“Deeper: extending the analytical pipelines and classification beyond PC into console and mobile, with focused research into different game types, audiences and expectations. Closer: more of this capability living inside client teams through custom agents and workflows – continuous intelligence on their own questions, not just commissioned reports. And cheaper: pushing the entry price and turnaround down as the platform compounds, because accessibility is the mission.
He concludes: “The way we think about it, Critical Compass is a counterweight against two things at once: bad executive decisions that end in job losses, and the drift toward end-to-end generative games. We’d rather arm creatives with technology that makes them irreplaceable than build the thing that replaces them.”