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Your AI Sportsbook Analyst.
Always On. Always Sharp.

An autonomous agent that lives in your Slack workspace — managing risk, retaining players, and surfacing insights so your team can focus on growing the business.

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InPlay AI
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risk-management
Today
AI
InPlay AIApp 7:14 PM

⚠ Suspicious activity — Knicks vs. Celtics, Jalen Brunson Pts O/U

Sharp-side handle on the Under spiked 340% in the last 8 minutes. I investigated:

Twitter: @ShamsCharania posted 4min ago — "Jalen Brunson dealing with hand soreness, questionable to return after halftime." Discord: #nba-sharps channel on BetPicks — "Brunson is done tonight, hammer unders before books catch up"

Our line hasn't moved. 3 users exploited the window:

7xK9..mP2q $2,400 on Under (sharp score: 0.91) 3bR2..vN8x $1,800 on Under (syndicate flag) 5tY7..hG3d $950 on Under (beard account) Total exposure: $5,150

Recommended action: Suspend Brunson props, flag all 3 accounts for review, and re-open with adjusted lines once his status is confirmed.

Should I also void the 3 bets? All were placed after news broke (Section 8.2 of house rules).

GM
Greg 7:14 PM

yes, void them

AI
InPlay AIApp 7:14 PM

✓ Brunson props suspended. 3 accounts flagged for review. 3 bets voided ($5,150). Monitoring for status update — I'll re-open and notify you when confirmed.

⚡ 2 👏 1
Today
AI
InPlay AIApp 6:42 PM

⚠ Steam Move — Lakers vs. Warriors, Total O/U 224.5

Over has moved from 224.5 to 226 across 4 major books in the last 12 minutes. We're still at 224.5.

DraftKings 226 +1.5 6:31 PM FanDuel 225.5 +1.0 6:34 PM BetMGM 226 +1.5 6:29 PM Caesars 225.5 +1.0 6:36 PM Your book: 224.5 — Stale

Handle concentration: 78% on Over in last 10 min. 4 sharp accounts active.

Recommended: Move to 226 immediately or suspend until consensus stabilizes.

GM
Greg 6:43 PM

move it

AI
InPlay AIApp 6:43 PM

✓ Total moved to 226. Now aligned with market consensus. Monitoring for further movement.

👀 3
Today
AI
InPlay AIApp 10:15 AM

🔔 Churn Risk — 3 VIP accounts inactive >7 days

User Tier Last Active Lifetime NGR 9mK4..rT6w Gold 9 days ago $34,200 2pL8..nH5v Gold 8 days ago $28,750 6xR1..jQ3m Plat 11 days ago $67,400

All 3 previously averaged $2,100/week in handle. Combined risk: ~$6,300/week in lost volume.

Recommended: Free bet for 9mK4 ($50), odds boost for 2pL8, personal outreach + $100 bonus for 6xR1. Ready to execute?

GM
Greg 10:16 AM

send the bonus to 6xR1 only

AI
InPlay AIApp 10:16 AM

✓ $100 bonus sent to 6xR1..jQ3m. Push notification delivered. I'll track re-engagement and report back in 48 hours.

Today
GM
Greg 3:22 PM

look up user 8fW3..kL9n

AI
InPlay AIApp 3:22 PM

Player Profile: 8fW3..kL9n

Account Age: 14 months Lifetime P&L: +$8,340 (player) Handle (30d): $42,600 Win Rate: 58.3% Sharp Score: 0.82 (high) Avg Bet Size: $185 Favorite Market: NBA player props (71%)

Risk Signals:

⚠ Correlated with syndicate account 3bR2..vN8x (same deposit source)
⚠ 89% of bets placed within 5min of line movement
⚠ Closing line value win rate: 64% (sharp indicator)

Recommendation: Limit to $100 max on player props. Strong sharp behavior and syndicate association.

Today
AI
InPlay AIApp 9:00 AM

📊 Daily Briefing — March 19, 2026

Overnight Handle: $124,800 (+12% vs 7d avg) GGR: $8,640 (6.9% margin) Active Users: 342 New Signups: 18

Today's Slate: NBA (8 games), NHL (6 games), NCAA Sweet 16 — high volume expected on LAL/GSW.

Open Alerts: 2 accounts pending review, 1 market suspended (Brunson props — status TBD).

All feeds operational. Odds sync latency: <2s.

Message #risk-management

AI-Powered Operations

Risk Management

Injuries break mid-warmup, syndicates spread action across dozens of accounts, and steam moves hit before your team can react. Stale lines get picked off in seconds.

VIP Loyalty & Retention

High-value players churn silently. Bonuses are one-size-fits-all. No way to score VIPs, personalize rewards, or filter out sharps at scale.

AI Business Intelligence

Real-time P&L, player segmentation, and market performance — all synthesized into actionable insights your team can query in natural language.

The Main Point

Operator Intelligence,
Not Just a Chatbot

InPlay isn't a search box. It's an analyst with full context — it knows your players, your lines, your exposure, and your P&L. Ask it anything and get real answers backed by your data.

01

Autonomous Risk Management

Monitors realtime news across Twitter and Discord, tracks your exposure, and cross-references market consensus — so threats are caught in seconds, not minutes. When something breaks, it acts before the sharps do.

  • Scans Twitter, Discord, and news feeds for breaking injuries and lineup changes
  • Tracks live exposure and flags liability concentration
  • Cross-references market consensus to detect stale lines
  • Auto-suspends markets and schedules its own follow-up reviews
AI
InPlay AIApp

⚠ Breaking: Brunson hand injury

Source: @ShamsCharania on Twitter (2min ago)
Confirmed in Discord #nba-sharps (4 mentions)
Your exposure: $8,200 across 3 Brunson props

Markets suspended. Monitoring for status update.

02

Player Intelligence That Remembers

Builds persistent intelligence files on every user — betting patterns, risk signals, sharpness indicators, deposit history. The agent learns over time, not just per-conversation.

  • Full dossier: lifetime P&L, exposure, recent activity
  • Risk signal detection and sharpness scoring
  • Persistent memory across all conversations
  • One command to see everything about a player
AI
InPlay AIApp

User: 7xK9..mP2q

Lifetime P&L: -$12,480 (operator) Handle (30d): $28,900 Win Rate: 62% Sharp Score: 0.73 (elevated) Risk Signals: 3 active Last Deposit: 2 days ago ($500)

Memory notes: Consistently bets NBA props within 30min of line movement. Recommended for limit review.

03

Automated Retention & Bonusing

Retention campaigns that run themselves. Scores customers on a blend of NGR, GGR, and theoretical hold — applies sharpness penalties, filters restricted accounts — then distributes bonuses and sends push notifications.

  • Customer value scoring with sharpness penalties
  • Eligibility filtering: duplicates, restrictions, frequency caps
  • Automated token distribution and push notifications
  • All logged, all auditable
AI
InPlay AIApp

Lossback Campaign Complete

Pool (25% of NGR): $1,240 Users evaluated: 847 Users qualified: 23 Sharps filtered: 6 Bonuses sent: 23 (avg $41) Push notifications: 23 delivered

All transfers confirmed on-chain. Memory files updated.

Everything Else You Need

A New Team Member, Not a New Tool

Drops right into your Slack workspace alongside your team. Ask it questions, give it tasks, loop it into conversations — no dashboards, no context-switching. Each channel gets its own configuration so risk, trading, and marketing all get the right tools.

Custom Macros & Workflows

Encode your playbook as markdown. Dash commands anyone can run, with permission levels (user, admin, system). From health checks to retention campaigns.

Realtime Data

Live odds from every major book, breaking news from X/Twitter, analytics from your database — all synced continuously and searchable in natural language.

Secure by Design

Tenant-isolated environments, credential injection proxies, no PII exposure. Each operator gets their own sandbox — your data never touches anyone else's.

Ready to put an AI analyst on your team?

InPlay AI is currently in private beta with select operators.

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