All use cases

Retain / Save

High-value player trouble save

A whale's high-value top-up just failed and their last three sessions read frustrated — the agent reaches out with the fix and a make-good before they take their spend to another game.

Get aheadSystem triggerRisk triggerBehavioral triggerIn-appChatPushGaming

What it does

A small slice of players carries most of the spend, and when one of them hits trouble the relationship can end without a single complaint. A failed high-value top-up, a trade that gets disputed, a run of frustrated sessions stacking up — to a whale these are the moments they decide this game is not worth it, and they simply stop logging in. The agent watches for trouble on accounts above the value threshold, weighs the player's worth and recent sentiment, and reaches out first with what happened, what is fixed, and an auto-applied bonus or make-good when the moment warrants it. The account gets flagged so the VIP team knows it needs care, and retention is measured against a holdout so the goodwill spend has to earn its place.

How it works

  1. 1
    Trigger. a trouble event fires on a player above the value threshold — a failed high-value top-up, a disputed or reversed trade, or a frustration pattern detected across recent sessions.
  2. 2
    Decision. the agent reads the player's spend tier, recent session and support history, and sentiment; a judge gates whether goodwill is warranted at all, so a bonus is granted only when the relationship and the situation justify it, never as reflex. A holdout slice of eligible high-value players is held back for measurement.
  3. 3
    Action. a proactive, sentiment-aware message lands in-app, in chat, or on push — the specific thing that broke, the plain-language fix or status, and any make-good (a bonus, a loot grant, a top-up retry credit) already applied to the account.
  4. 4
    Follow-through. a lifecycle flag is written to the player record and the highest-value accounts are escalated to the VIP team; if the player contacts support first, the queued outreach is cancelled as stale; the whole exchange is written back so no one asks the player to re-explain it, and retention is reported as treated versus holdout.
Example
AgentNoticed yesterday's high-value trade got reversed and the last few sessions haven't gone your way — that's not the run you signed up for. The reversed items are back in your inventory now, and there's a bonus crate on top for the hassle.
Customeryeah that was frustrating, third thing this week tbh
AgentFair, and I'm sorry it's been a rough stretch. The trade's restored, the crate is in your stash, and I've flagged your account so the team keeps an eye on it. If anything else from this week still looks off, tell me and I'll chase it directly.

Configuration

How the agent is wired for this use case.

Triggera high-value trouble event — highvalue_topup_failed, trade_disputed, or a frustration_pattern flag across recent sessions — routed to the agent with the player reference, filtered to accounts above the value tier.
Tools & actions
  • Player account / wallet system · read spend tier, balance, purchase, and inventory state to size the relationship and confirm what broke.
  • Payments / top-up provider · check the live state of the failed high-value top-up and whether a retry or retry credit will clear it.
  • In-game economy / rewards engine · apply the make-good (bonus, loot grant, top-up credit) within the configured goodwill policy.
  • CRM / VIP system · write the lifecycle flag and route the largest accounts to a named VIP owner.
  • Messaging channel · open the proactive, sentiment-aware message in-app, in chat, or on push.
Autonomydetection, fix-status, and policy-bounded make-good on routine high-value trouble run unattended behind the judge. The goodwill grant is capped per the rewards policy and never improvised beyond it; anything touching a payment dispute, a suspected-fraud or account-security flag, or a possible ban follows a handoff policy class to the VIP or risk team rather than being resolved by the agent.
Channelsin-app · chat · push
Escalationa payment dispute, an account-security or suspected-fraud signal, a possible exploit or ban question, or any top account the agent's policy cannot make whole hands off to the VIP or risk team with full account context attached.

What you need

The inputs this use case runs on. Your channels stay yours; the agent supplies the judgment.

Signals

high-value trouble events — highvalue_topup_failed, trade_disputed, cross-session frustration_pattern; resolution events to trigger the follow-up.

Data

player value tier and spend history, recent session and support memory, wallet and inventory state, the goodwill policy and per-player eligibility, channel consent.

Guardrails

value-threshold filter so this fires only for high-value players; judge gating on every unprompted message and on whether goodwill is offered at all; make-good grants bounded by the rewards policy and never beyond it; randomized holdout for measurement; escalation of top accounts to a named VIP owner; fraud, account-security, exploit, and ban matters always routed to humans, never confirmed or denied by the agent; stale outreach cancelled once the player makes contact; the studio keeps owning the send channels.

Metrics it moves

  • save-rateup among trouble-hit high-value players, measured against the holdout.
  • churndown where it costs the most: at the top of the spend base.
  • recovered-revenueretained spend from make-goods and retention offers reported as incremental lift over the holdout, not assumed.

See it on your own customer journey

Bring one drop-off, one churn cliff, or one silent segment. We will show you what a proactive agent with memory and judgment does with it.

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