Adkuu Blog

Expert insights on prediction market APIs, AI-powered player personalization, and B2B iGaming technology.

How do fixed-odds prediction markets fit a sportsbook's risk management?
Prediction Markets

How do fixed-odds prediction markets fit a sportsbook's risk management?

Adkuu Pulse is a fixed-odds prediction-markets feed for betting operators.

Read: How do fixed-odds prediction markets fit a sportsbook's risk management?
An Attacker's Playbook for Camera-Settled Betting Markets (2026)
Live-Camera Betting

An Attacker's Playbook for Camera-Settled Betting Markets (2026)

Seven attacks on camera-settled betting markets, what each needs and could win, and the controls that make them uneconomic, priced against published integrity data.

Live-Camera BettingIntegrity
Read: An Attacker's Playbook for Camera-Settled Betting Markets (2026)
Casino Personalization in 2026: Lift, Cold Start and Explainability
AI Personalization

Casino Personalization in 2026: Lift, Cold Start and Explainability

Published personalization lift in iGaming is real but mostly vendor-reported; the first session is still the hard part; regulators now expect tailoring to be explained.

AI PersonalizationCold Start
Read: Casino Personalization in 2026: Lift, Cold Start and Explainability
How AI Assistants Shortlist B2B iGaming Suppliers in 2026
Industry Intelligence

How AI Assistants Shortlist B2B iGaming Suppliers in 2026

AI assistants build supplier shortlists from what is indexed, consistently described and corroborated, not from what is best; treat the list as a start and vet it.

AI SearchSupplier Due Diligence
Read: How AI Assistants Shortlist B2B iGaming Suppliers in 2026
How AI-Written Betting Markets Fail — the Authoring Doctrine (2026)
Prediction Markets

How AI-Written Betting Markets Fail — the Authoring Doctrine (2026)

AI can write thousands of market questions, and most failures are structural and predictable. Seven failure modes, the doctrine that prevents them, and a checklist.

AI-Written MarketsPrediction Markets
Read: How AI-Written Betting Markets Fail — the Authoring Doctrine (2026)
Live-Camera Betting Explained: CCTV Betting Games for Operators (2026 Guide)
Live-Camera Betting

Live-Camera Betting Explained: CCTV Betting Games for Operators (2026 Guide)

What live-camera betting (CCTV betting) is, how AI-written markets on live cameras are priced and settled, how it differs from counting games and virtual sports, and how an operator integrates it.

Live-Camera BettingCCTV Betting
Read: Live-Camera Betting Explained: CCTV Betting Games for Operators (2026 Guide)
Resolution Is the Product: How Prediction Markets Settle (2026)
Prediction Markets

Resolution Is the Product: How Prediction Markets Settle (2026)

Resolution, not pricing, is the hidden cost centre of prediction markets. How Polymarket and Kalshi settle, why 2026 disputes happened, what a pipeline needs.

Prediction MarketsMarket Resolution
Read: Resolution Is the Product: How Prediction Markets Settle (2026)
Responsible Gambling for Minute-Long Markets: A 2026 Control Map
Industry Intelligence

Responsible Gambling for Minute-Long Markets: A 2026 Control Map

Regulators have already written speed-of-play rules for slots and in-play betting; formats that settle in a minute should build those controls in from the start.

Responsible GamblingSpeed of Play
Read: Responsible Gambling for Minute-Long Markets: A 2026 Control Map
Rights-Free Betting Content: Virtual Sports to Live Cameras (2026)
Live-Camera Betting

Rights-Free Betting Content: Virtual Sports to Live Cameras (2026)

Sports rights keep rising, so operators lean on rights-free formats; this post prices virtual sports, crash games, game shows and live cameras against each other.

Live-Camera BettingContent Economics
Read: Rights-Free Betting Content: Virtual Sports to Live Cameras (2026)
Settling a Bet From Video: How a Camera Becomes an Oracle (2026)
Live-Camera Betting

Settling a Bet From Video: How a Camera Becomes an Oracle (2026)

Photo finishes, goal-line technology and VAR show how evidence settles a decision; live-camera betting markets follow the same discipline, void included.

Live-Camera BettingSettlement
Read: Settling a Bet From Video: How a Camera Becomes an Oracle (2026)
The 60-Second Economy: Fast-Settling Betting Formats in 2026
Industry Intelligence

The 60-Second Economy: Fast-Settling Betting Formats in 2026

Crash games, game shows, micro-betting and live-camera markets settle in seconds to minutes; the real barrier is settlement speed, risk control and responsible design.

Micro-BettingCrash Games
Read: The 60-Second Economy: Fast-Settling Betting Formats in 2026
The Prediction Markets Integrity Reckoning Has Arrived — Here Is the Operator Playbook
Prediction Markets

The Prediction Markets Integrity Reckoning Has Arrived — Here Is the Operator Playbook

In ten days at the end of April 2026, prediction markets caught their first real integrity wave: a US Special Forces soldier indicted for $400K of insider trades on a classified Maduro mission, three congressional candidates fined for betting on their own races, the US Senate unanimously banning its own members from prediction-market trading, and the architect of LMSR publicly arguing insider trading is the *whole point*. Regulated sportsbook operators have been through this movie before. Here is what the integrity inflection means for the prediction-market category, why your existing IBIA-style infrastructure is suddenly your most under-priced strategic asset, and the six product moves that turn a competitor's compliance crisis into your retention story.

Prediction MarketsIntegrity
Read: The Prediction Markets Integrity Reckoning Has Arrived — Here Is the Operator Playbook
Sharks Eat Fish: What 67% Profit Concentration on Polymarket Means for iGaming Operators
Prediction Markets

Sharks Eat Fish: What 67% Profit Concentration on Polymarket Means for iGaming Operators

A May 2026 Wall Street Journal analysis of 1.6 million Polymarket accounts found 67% of profits go to just 0.1% of users, and that 70%+ of users lose money. On Kalshi, every profitable account is matched by 2.9 unprofitable ones. This is not a scandal — it is the structural signature of every venue that uses LMSR-style market making and lets professional firms in alongside retail. For sportsbook operators watching prediction markets eat their highest-LTV player cohort, the data exposes a real opportunity: prediction markets are not actually a fair game for most of the audience they're winning. Here is what the concentration numbers mean, why they matter for retention, and the four operator moves that follow.

Prediction MarketsPolymarket
Read: Sharks Eat Fish: What 67% Profit Concentration on Polymarket Means for iGaming Operators
The CFTC Just Opened a Five-State War to Defend Prediction Markets — What iGaming Operators Must Read Into It
Prediction Markets

The CFTC Just Opened a Five-State War to Defend Prediction Markets — What iGaming Operators Must Read Into It

In April 2026 the CFTC sued Arizona, Connecticut, Illinois, New York and Wisconsin to block them from regulating Kalshi, Polymarket, Coinbase, Robinhood and Crypto.com under state gambling laws. With Kalshi reportedly running ~$1.3B in annualized sports-contract revenue and 79% of March volume in sports markets, this is no longer a derivatives-vs-gambling theological argument. It is a federal preemption campaign that will redraw the U.S. sports betting map. Here is the operator-level read on what the lawsuits actually say, what they don't, and what to build before the courts decide.

Prediction MarketsCFTC
Read: The CFTC Just Opened a Five-State War to Defend Prediction Markets — What iGaming Operators Must Read Into It
AI Live Dealers Just Got a $10M Vote of Confidence — And Live Casino's Supply Side Has Forked
Product Intelligence

AI Live Dealers Just Got a $10M Vote of Confidence — And Live Casino's Supply Side Has Forked

BetHog raised $10M to roll Sentient Studios out to operators globally, claiming its AI blackjack dealer is 10× more popular than the human equivalent. At the same time, Avanti is staking out the opposite position: motion-capture clones over generative AI, because uncanny dealers break the trust contract live casino is built on. For the operators sitting between Evolution's Q1 channelisation pain and Brazil's Portuguese-localisation mandate, the choice between human, clone and AI is no longer hypothetical. Here's how to think about the fork — and the intelligence layer that decides which side of it pays.

AI Live DealersBetHog
Read: AI Live Dealers Just Got a $10M Vote of Confidence — And Live Casino's Supply Side Has Forked
The UKGC's VPN Measurement Crisis: Why Channelisation Is the Metric That Just Broke
Regulatory Intelligence

The UKGC's VPN Measurement Crisis: Why Channelisation Is the Metric That Just Broke

The UK Gambling Commission has admitted it can no longer reliably measure the black market. A 40% surge in VPN use since July 2025 is hiding illegal traffic from every enforcement tool regulators have. For licensed operators, this isn't a regulator problem — it's a fundamental crack in the single metric that justifies the entire regulated-market bargain. Here's what the measurement crisis means, and why the operators who invest in their own signal layer will own the narrative.

UKGCChannelisation
Read: The UKGC's VPN Measurement Crisis: Why Channelisation Is the Metric That Just Broke
The NYSE Owner's $2B Polymarket Bet: What Institutional Capital Means for iGaming Operators
Prediction Markets

The NYSE Owner's $2B Polymarket Bet: What Institutional Capital Means for iGaming Operators

Intercontinental Exchange — the company that owns the New York Stock Exchange — has committed up to $2 billion to Polymarket. That's not a crypto trade or a VC bet. It's Wall Street infrastructure buying into prediction markets. Here's what it signals for regulated iGaming operators, and why the window to position for this shift is narrower than it looks.

Prediction MarketsPolymarket
Read: The NYSE Owner's $2B Polymarket Bet: What Institutional Capital Means for iGaming Operators
When Ads Go Dark: Why Gambling Advertising Bans Are Forcing Operators to Rediscover Their Players
Industry Intelligence

When Ads Go Dark: Why Gambling Advertising Bans Are Forcing Operators to Rediscover Their Players

Australia's April 2026 gambling ad restrictions join Italy, Spain, Belgium, and the Netherlands in a global pattern. When acquisition channels close, the operators who thrive are the ones who already understand their existing players. Here's what the ad-ban domino effect means for operator strategy — and why intelligence beats marketing spend.

Gambling AdvertisingRegulation
Read: When Ads Go Dark: Why Gambling Advertising Bans Are Forcing Operators to Rediscover Their Players
The 2026 Regulatory Compliance Wave: Why Static Systems Can't Keep Up With iGaming's New Reality
Industry Intelligence

The 2026 Regulatory Compliance Wave: Why Static Systems Can't Keep Up With iGaming's New Reality

April 2026 brought UK tax doubling, mandatory affordability checks, Portugal's centralised self-exclusion, Mexico's 50% GGR tax, and South Africa's verification portal — all within weeks. Operators running static compliance systems are drowning. Here's what the regulatory wave looks like from the inside, and why adaptive intelligence is the only architecture that scales across fragmented markets.

Regulatory ComplianceAI
Read: The 2026 Regulatory Compliance Wave: Why Static Systems Can't Keep Up With iGaming's New Reality
Explainable AI in iGaming: Why Black-Box Algorithms Are Becoming a Licensing Risk
AI Compliance

Explainable AI in iGaming: Why Black-Box Algorithms Are Becoming a Licensing Risk

The EU AI Act's high-risk obligations hit full force in 2026. Regulators from the UKGC to the MGA now expect operators to explain every AI decision that touches a player. Here's what explainable AI actually means for iGaming operators — and how to build it before auditors come knocking.

Explainable AIAI Compliance
Read: Explainable AI in iGaming: Why Black-Box Algorithms Are Becoming a Licensing Risk
The Bonus Abuse Paradox: Why Your Fraud Prevention Is Probably Costing You More Than the Fraud
Intelligence Layer

The Bonus Abuse Paradox: Why Your Fraud Prevention Is Probably Costing You More Than the Fraud

Bonus abuse costs European operators an estimated $5 billion annually. But the blunt-force fraud prevention most operators use is creating a second, hidden cost — false positives, player friction, and churn that nobody's tracking. Here's why behavioral intelligence is the only way out of this trap.

Fraud PreventionPlayer Retention
Read: The Bonus Abuse Paradox: Why Your Fraud Prevention Is Probably Costing You More Than the Fraud
Prediction Markets Are Eating the News — and iGaming Operators Should Be Paying Attention
Industry Intelligence

Prediction Markets Are Eating the News — and iGaming Operators Should Be Paying Attention

Kalshi signed deals with CNN and CNBC. Sports now accounts for 90% of prediction market volume. The New York Times is running op-eds about the 'casino-fication of news.' The prediction market industry is merging with media — and the convergence creates both threats and opportunities for iGaming operators who understand what's actually happening.

Prediction MarketsMedia
Read: Prediction Markets Are Eating the News — and iGaming Operators Should Be Paying Attention
Why Your CRM Is Leaving Money on the Table: The Shift From Batch Campaigns to Real-Time Player Intelligence
Industry Intelligence

Why Your CRM Is Leaving Money on the Table: The Shift From Batch Campaigns to Real-Time Player Intelligence

iGaming operators spend millions on CRM platforms that run batch campaigns every few hours. But player decisions happen in milliseconds. The gap between scheduled marketing automation and real-time AI-driven engagement is where operators are hemorrhaging revenue — and the industry is finally catching up.

AICRM
Read: Why Your CRM Is Leaving Money on the Table: The Shift From Batch Campaigns to Real-Time Player Intelligence
The $600 Million Tax Gap: Why the States vs. Prediction Markets Battle Is the Most Important Fight in iGaming Right Now
Prediction Markets

The $600 Million Tax Gap: Why the States vs. Prediction Markets Battle Is the Most Important Fight in iGaming Right Now

State regulators claim prediction markets have cost them over $600 million in lost tax revenue. Arizona just filed criminal charges against Kalshi. Eleven states have introduced legislation. For iGaming operators, this isn't just a regulatory story — it's the opening of the biggest market restructuring since PASPA fell.

Prediction MarketsRegulation
Read: The $600 Million Tax Gap: Why the States vs. Prediction Markets Battle Is the Most Important Fight in iGaming Right Now
How the Prediction Market Boom Is Rewriting the Rules for iGaming Product Design
Prediction Markets

How the Prediction Market Boom Is Rewriting the Rules for iGaming Product Design

Polymarket hit $9 billion valuation. MLB, NHL, and MLS signed partnership deals. Kalshi raised $1 billion at $22 billion. The prediction market product model is reshaping what iGaming operators should build — from binary outcome UX to real-time information feeds and league data integrations.

Prediction MarketsProduct Design
Read: How the Prediction Market Boom Is Rewriting the Rules for iGaming Product Design
The Prediction Market Controversy Is the Best Thing That Could Happen to Regulated iGaming Operators
Prediction Markets

The Prediction Market Controversy Is the Best Thing That Could Happen to Regulated iGaming Operators

Insider trading scandals, national security fears, and public backlash against Polymarket are creating exactly the conditions that will drive prediction markets into regulated iGaming channels. For licensed operators, the chaos isn't a threat — it's a once-in-a-decade market entry signal.

Prediction MarketsRegulation
Read: The Prediction Market Controversy Is the Best Thing That Could Happen to Regulated iGaming Operators
Prediction Market Regulation in 2026: The Turf War Between Federal Regulators and State Gaming Boards
Prediction Markets

Prediction Market Regulation in 2026: The Turf War Between Federal Regulators and State Gaming Boards

The CFTC says prediction markets are federally regulated derivatives. State gaming boards say they're unlicensed gambling. For iGaming operators watching from the sidelines, this regulatory turf war will determine whether prediction markets become the next massive vertical — or a compliance minefield.

Prediction MarketsRegulation
Read: Prediction Market Regulation in 2026: The Turf War Between Federal Regulators and State Gaming Boards
After Polymarket's $3.5B Election Boom, Prediction Markets Need a B2B Infrastructure Layer
Prediction Markets

After Polymarket's $3.5B Election Boom, Prediction Markets Need a B2B Infrastructure Layer

Polymarket proved the demand. Kalshi proved the regulatory path. But for iGaming operators, the content problem remains unsolved. Here's what's actually happening in prediction markets for B2B — and why 2026 is the year operators finally move.

Prediction MarketsiGaming
Read: After Polymarket's $3.5B Election Boom, Prediction Markets Need a B2B Infrastructure Layer
Your Casino Lobby Is Broken: Why 20,000 Games and Zero Personalization Is Killing Retention
AI Personalization

Your Casino Lobby Is Broken: Why 20,000 Games and Zero Personalization Is Killing Retention

Most casino operators show every player the same lobby with thousands of games. The ones who've figured out personalization are keeping players that everyone else loses. Here's how the technology actually works — and why the window to implement it is closing.

AI PersonalizationPlayer Retention
Read: Your Casino Lobby Is Broken: Why 20,000 Games and Zero Personalization Is Killing Retention
The SaaS Model Is Dying in iGaming. Intelligence Layers Are What's Next.
Industry Intelligence

The SaaS Model Is Dying in iGaming. Intelligence Layers Are What's Next.

February 2026's SaaSpocalypse hit iGaming hard. Operators are rethinking their vendor stack. The winners won't be per-seat platforms — they'll be intelligence layers that get smarter with every player interaction.

Intelligence LayeriGaming
Read: The SaaS Model Is Dying in iGaming. Intelligence Layers Are What's Next.