
Pitch concept case study exploring how AI-powered recommendations can simplify bet creation for casual players in fast-growing markets like Greece, while actively designing against loss-chasing and stake escalation.
Pitch concept AI product for the online sports betting industry (inspired by fast-growing markets like Greece and European operators), focused on helping casual and semi-regular players build clear, relevant bet slips quickly.
Industry audits have found players can fund an account in under 8 seconds, while locating a deposit-limit tool can take over 4 minutes.
The project explores how AI-driven personalization can improve the betting experience without encouraging harmful behaviors, and is framed as senior-level AI product design work rather than a visual-only redesign.
In a multi-market sportsbook, players face overwhelming choices when building bet slips:
- Thousands of events and hundreds of markets slow decision-making and reduce bet completion.
- Operators want to use personalization and data to surface relevant events and markets.
- At the same time, they operate in a regulated, high-risk environment where:
- Recommendations must not reinforce loss-chasing.
- Recommendations must not encourage stake escalation.
- Responsible gambling constraints need to be part of the product logic, not just a legal disclaimer.
Design challenge:
How might an AI-powered bet builder help players assemble understandable, relevant bets faster, while ensuring personalization does not push them toward riskier behavior, chasing losses, or increasing stakes?
Smart Slip is an AI-powered, responsible bet builder embedded in the sportsbook experience.
Core idea
- The system suggests 2–3 coherent selections (events + markets) based on:
- The player’s recent activity and preferred bet types.
- Time-of-day, competition, and other contextual signals.
- Each suggestion comes with a short, human-readable “Why this?” explanation.
- A rules layer enforces safer-gambling constraints:
- Caps risk level for recommendations.
- Avoids “you lost, try this” or “increase your stake” patterns.
- Defaults stake suggestions to the user’s typical range instead of pushing higher.
UX / Flow
The journey is centered around five key screens:
1. Home / Events List
- “Recommended for you” rail powered by AI, clearly labeled and explainable.
- Users can see why matches are suggested and can disable personalization.
2. Match Detail
- AI-driven “Insight Cards” highlight relevant stats and trends in simple language.
- Primary CTA: “Build Smart Slip” to start an assisted bet-building flow.
3. Smart Slip Builder
- Pre-filled slip with 2–3 suggested selections.
- Each selection shows odds, basic info, and a brief explanation (“You often bet on goals in this league”).
- Users can remove, edit, or add selections, with AI-ranked markets as options.
4. Review & Stake
- Clear summary of selections and total odds.
- Stake suggestions based on typical behavior, never nudging upward.
- Prominent controls and messaging about limits and safer gambling.
5. Post-Bet Screen
- Neutral, non-hype confirmation.
- Easy access to “My Bets” and to tools for limits/self-control.
- Optional educational tip about keeping bets simple and manageable.
Design principles
- Personalization without pressure
AI helps with relevance and clarity but does not push users toward more risk, more money, or “one more bet.”
- Transparency over cleverness
Users can see why recommendations appear and can turn them off.
- User control as a first-class feature
Easy to edit, decline, or disable Smart Slip and personalization.
The core philosophy here is that better, more responsible UX for players means better economics for everyone.
Far from a nice to have or a legal requirement, Responsible Design for Responsible Gaming will be the future of the industry.
Incentivized Mindfulness:
Features a Safe-Streak Cashback Multiplier (rewarding players who stay within limits rather than encouraging overspending).
Trust Guarantee Seal:
Highlighted baseline commitments: 100% Non-Deceptive Cashouts, 10s Slippage Price-Lock, and Certified 0% Vig Fair Play.
Inspiration:
The structured feed of live matches, sports categories, and casino promotions from the mobile feed mockup.
Key Features:
Session Equilibrium Bar:
Real-time mindful pacing header (⏱️ 28m / 60m Limit • Equilibrium: Calm • Safe Pacing Active).
AI Matchup Spotlight Hero:
Vibrant Arsenal vs. Man City featured derby card with an instant 78% Fair Edge calculation and a one-tap + Add AI Leg to Slip (+145).
Live In-Play Momentum Tracking:
Dynamic match cards (Premier League & NBA) featuring live pressure bars, guaranteed price-locks, and guardrail alerts during high-volatility stretches.
Provably Fair Smart Casino:
Sleek promotional block for quick mini-games equipped with an inline Play Safe Mode toggle enforcing a hard session stop.
Persistent Mini-Slip Dock:
Floating bottom pill showing active legs, potential winnings (+$225.00), and real-time safe headroom balance ($25 headroom remaining).
Inspiration:
The 3D stacked accounts concept (Sporty: Connect Sportsbooks / Ticket Accounts) and the Playbook social slip conversion cards.
Key Features:
Universal Multi-Book Nexus: Aggregates limits across external accounts (DraftKings, FanDuel, BetMGM) under a single Global Budget Shield ($325 / $350 spent, $25 left across all books).
Social Bet Copilot:
Allows bettors to import parlay tickets tagged on social media or Discord with automatic AI risk scanning that flags high-volatility legs before import.
Gamified Discipline Badges:
Introduces community safe-play achievements, such as the 7-Day Discipline Badge, unlocking zero-vig tokens for adhering to self-imposed budgets.
Universal Loss Shield Switch:
A one-tap global kill switch that auto-locks betting across all connected sportsbooks once personal thresholds are hit.
Responsible gaming is not a compliance page.
It's a product design opportunity.