Draft 01 · Working Concept
Consortium Partners · An Opinion & Working Paper

First
Playable.

Business-Model Origination · Attention Economics
Games · Consumer Internet · The AI Stack

How the games industry built the business model of the modern internet — and shipped it for free.

They wrote the playbook, printed it, and left it on the table.

Produced by Dougan Milne, MD Technology — Consortium Partners.
01Consortium House Perspective

The thesis in one sentence.

Between 2008 and 2013 the casual and mobile games sector invented the operating model of the modern consumer internet — the free tier, the virtual currency, live operations, the retention loop, the soft launch, cohort economics — and then released every one of them into finance, education, commerce, media and now AI. Not one of those models was patented, licensed, or defended.

A decade later, those same models are the instruments by which every other category takes the time and the money that used to go to games. The industry that ran the experiments is now losing to the industries that read the results.

We compete for time. Our competitors are Instagram, TikTok… we're losing.

Luis von Ahn · CEO, Duolingo · Acquired, 2024

Duolingo lifted its mechanics from Angry Birds and Clash Royale, hired its first revenue executive out of Google Play Games, and built a business now worth roughly $15bn on streaks, XP and a purchasable insurance item. It is not hiding the provenance. Nobody has simply added up what it means.

Far from a failure of the industry, that dispersal is the clearest available evidence of its centrality: nothing gets copied that widely unless it worked.

The rational response is not to mourn the leakage but to read it — to treat games-industry literacy as a competitive-intelligence discipline about a sector whose product roadmap has led every other consumer category by roughly five years, and still does.

This paper traces the manifest below, names the people who carried each item across, and ends where consumer and enterprise spend actually went over the last thirty-six months: AI credits — a dual-currency free-to-play economy operating under a different name.

02The Manifest

Eight exports, and where each one went next.

Each row is a mechanic invented or first proven inside a game, beside the category it now operates in. None of them travelled with a licence attached.

Mechanic
Origin
Where it went next
Free-to-play & virtual goods
Nexon, Seoul · Oct 1999QuizQuiz sells costumes
The free tier in every category of software; freemium SaaS; the entire modern app economy.
In-app purchase at scale
Apple opens IAP to free apps · 15 Oct 2009Apple built the pipe; games are why it was opened
Creator tipping, social gifting, coin economies — now a $15bn annual line item for social platforms alone.
Live operations
F2P studios · c. 2010Launch becomes the start, not the end
Continuous deployment as a commercial practice; streaming “seasons”; retail drop culture; the SaaS release calendar.
Cohort economics
Mobile studios · 2009–2013D1/D7/D30, ARPDAU, LTV:CAC, whales
The default board pack of every consumer subscription business on earth. Nobody credits it because there is nothing to credit.
The retention loop
Social & mobile games · 2009–2012Streaks, dailies, energy meters
Duolingo, Strava, wellness and health apps; the most-copied growth device in consumer software.
Variable-ratio reward
Gacha, Japan · c. 2010 → loot boxesAdvertised rare outcomes, low real odds
Brokerage reward reveals, mystery-box retail, prediction markets — and the first of these mechanics to be prosecuted.
Soft launch
Geo-testing · Canada, NZ, PhilippinesBreak it somewhere small first
Staged regional rollout as standard practice; the “research preview”; paid early access.
Two-currency economies
Soft currency earned, hard currency boughtDesigned to break price legibility
AI credits. Discussed at length in the pricing literature; origin never named. See House View iii.
Origins are the earliest well-documented commercial deployment, not the earliest known instance. Each is expanded in the full paper.
03The Engine

Nothing leaves the games industry with a label on it.

Six stages. The loop has closed at least four times since 2008, and the lag from invention to adoption to reckoning is remarkably stable. Select a stage.

T+0
The Export Loop
04Market Overview

Revenue is rising.
Attention is not.

The headline numbers describe an industry in good health. The engagement numbers describe one that is being outcompeted for the same finite hours — increasingly by categories running its own mechanics.

◆ Global content sales, 2025
$195.6bn
Up 5.3% year on year across mobile, PC and console. More revenue and cultural weight than at any point in the industry's history.
Ball / Epyllion · 8-source consensus
◆ Share of mobile time
60%+
Social media and messaging now command the majority of time on device. Games compete for shorter sessions inside what is left.
State of Mobile 2026
◆ Social in-app purchase
$15bn
Up 16%. The mechanic Nexon shipped in 1999 to sell costumes, now a fifteen-billion-dollar line item for the platforms taking gaming's time budget.
State of Mobile 2026
◆ Measured UK tech spillover
£1.3bn
Output attributed to non-games sectors adopting games technology. The business-model channel has never been measured at all.
Ukie / FTI Consulting, 2025
06Case Files

Six exports, and the people who carried them.

Every file below is in the paper in full; the one-line lesson travels well on its own.

1999

Nexon · QuizQuiz

Free-to-play · Microtransaction

Seoul, October. A free trivia game selling costumes and power-ups, built by Lee Seungchan, who went on to create MapleStory. Nexon America carried the model West in 2005. The iPhone arrived two years later.

Every free tier you have ever clicked descends from a Korean trivia game that sold hats.
2002
2012

Stewart Butterfield

Twice · By accident

Game Neverending failed; its photo feature became Flickr. Glitch failed a decade later; the team's internal chat tool became Slack — roughly 8,000 companies inside 24 hours of preview, and $27.7bn from Salesforce in 2021.

Enterprise software's defining product is the chat channel from a cancelled MMO.
2016

Duolingo

Mechanic · Person · Metric

Design inspiration from Angry Birds and Clash Royale. First revenue executive hired out of Google Play Games. Streaks, XP, leaderboards, and a streak freeze — a purchasable insurance item. Now ~$15bn, and listed on deceptive.design.

The full loop, invention to reckoning, inside one company.
2024

Robinhood

Mechanic · Regulated

Confetti on a first trade. Free-stock rewards advertising Microsoft, Visa or Apple at low actual odds. A $7.5m Massachusetts consent order and a mandated overhaul of digital engagement practices.

A probabilistic reward with advertised rare outcomes is a loot box. It was charged as a securities violation.
2018
2026

Belgium → the Digital Fairness Act

Provenance · Notarized

Paid loot boxes ruled illegal gambling in one small market. Eight years on, the same vocabulary — loot boxes, virtual currencies, reward loops, addictive design — sits inside a general consumer law aimed at the whole European digital economy.

You need not argue the lineage. A regulator wrote it into law.
2026

AI Credits

Unclaimed · House View iii

A soft allowance you receive, a hard currency you buy, an exchange rate the vendor controls, rollover engineered against churn, and a cap that functions as a paywall. The AI pricing literature discusses credits at length and never names the origin.

That is not metering. That is a premium currency, and its design intent is to break price legibility.
09Consortium House View

Three views we are prepared to defend.

Where a claim invites a counter-example, we say so — and we mean the invitation.

i

Gaming did not lose the attention war. It armed both sides.

The consensus reading of 2026 is that games are losing time and spend to short-form video, iGaming and adjacent interactive entertainment. Correct — and incomplete. Every one of those competitors runs on mechanics originated and proven inside games.

Name a major consumer engagement mechanic of the last fifteen years whose lineage does not run through a game studio.
ii

The most valuable export was the one thing it could never protect.

The technology layer captured value; Unreal and Unity travel with a toll attached. The business models travelled free, because a model is not patentable and nobody believed the model was the asset. That is structural, not misfortune.

The counter-example is ours to name: the industry did defend the engine layer, decisively. Which is precisely the point.
iii

AI credits are dual-currency F2P economies, and the AI industry does not know it.

Metering prices the unit consumed. A credit prices a synthetic unit the seller defines — which is the entire design intent of a premium currency. Rollover to prevent churn is a retention fix lifted straight from the free-to-play handbook.

Invited: that usage-based billing predates games entirely. It does. Two-currency systems designed to obscure real cost do not.
08Strategic Implications

What to do about it.

i

Read the source, not the summary.

The mechanics arriving in your category in 2031 are shipping in a games company this quarter. That has been true for eighteen years and there is no evidence the lag is closing.

ii

Price your credits like an economy, not a meter.

If your product runs on credits you are operating a virtual economy, whether or not anyone on the team has done it before. The people who built that model in the first place — and have been doing it since 1999 — most of them are currently available to do it again.

iii

Assume the regulator arrives at games first.

Loot boxes were criminalized in one European market in 2018. The vocabulary now sits inside a general consumer law aimed at the entire B2C digital economy. Your compliance calendar is downstream of a games calendar.

Read the full
perspective.

Twenty pages: the six exports in full, the 2008–2013 origination window, the lag data, the complete case files, and the House View. First Playable — from Consortium Partners.