Expert insights on prediction market APIs, AI-powered player personalization, and B2B iGaming technology.
According to a paper published by NIH on 2 August 2021, "Explainable recommendation: when design meets trust calibration", studies found that communicating…
Read: How do explainable recommendations change player trust and compliance?
Adkuu Pulse is a fixed-odds prediction-markets feed for betting operators.
For an operator, a prediction market, a novelty market and a special can rest on the same kind of question.
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.
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.
A dated, sourced account of CCTV betting's first year: 155.io's Rush Hour, its operators and aggregator, Lukk's AI-written markets, and the questions still open.
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 can write thousands of market questions, and most failures are structural and predictable. Seven failure modes, the doctrine that prevents them, and a checklist.
An exchange's last trade is not a bookmaker's price. How a sportsbook turns a market probability into fixed odds: risk shaping, overround, liability and failure modes.
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.
Twelve questions to ask a prediction-market feed vendor on resolution, pricing, licence fit, delivery, risk, data rights and exit terms, plus a two-week evaluation plan.
Resolution, not pricing, is the hidden cost centre of prediction markets. How Polymarket and Kalshi settle, why 2026 disputes happened, what a pipeline needs.
A country-by-country map of what European regulators said about prediction markets in 2026, and what a licensed operator can offer as fixed-odds event betting.
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.
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.
Photo finishes, goal-line technology and VAR show how evidence settles a decision; live-camera betting markets follow the same discipline, void included.
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.
Published 2025–2026 volume and revenue figures for prediction markets, what Sportradar, Flutter, DraftKings and Robinhood reported, and a unit-economics table.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.