Phan Minh Triet

DTC Strategy — Gaming Industry

Applied AI & LLMs

LiveOps & Player Growth

Head of SEA @ Aghanim

SEA Business Development

Blog Post

LiveOps Does Not Create Growth. Operating Capability Does.

The real advantage is the ability to absorb frequent change without losing coherence, exhausting players or accumulating invisible operational debt.

Key Thesis

LiveOps capability is an organisational property: clear ownership, controlled work in progress, reusable operating rules and fast recovery when change creates unintended consequences.

Activity is not capability

LiveOps is often described through visible output: events launched, offers scheduled, segments activated and messages sent. Output shows that work happened. It does not show whether the organisation can sustain the work or whether each change remains coherent with the game.

Sensor Tower reported that 78% of the top 1,000 live-service games by in-app purchase revenue in 2024 generated less revenue in the first half of 2025 than in the same period a year earlier. The statistic demonstrates that simply operating LiveOps does not guarantee resilience or growth.

Operating load is the hidden constraint

Every new event or journey creates more than content. It creates eligibility rules, timing dependencies, support questions, economy exposure, fulfillment paths, reporting needs and possible conflicts with other activity. A team can ship faster while its operating load grows faster still. Eventually, small changes require broad coordination because nobody can see which journeys, cohorts and rules interact.

Four operating disciplines

  • Control work in progress: Limit how many changes can affect the same player behaviour at once. Define limits by cohort, game system or operational owner.
  • Assign ownership at the level of consequences: Campaign ownership is not enough. Someone must own the economy consequence, player communication, technical state, support impact and escalation path.
  • Separate reversible and consequential changes: A copy change and a permanent economy rule do not deserve the same operating path. Speed where safe; attention where mistakes are expensive.
  • Manage operational debt: Temporary segments become permanent, campaigns remain active without an owner, exceptions accumulate in private messages. Make debt visible in the operating calendar.
Scenario

A seasonal journey is ready to expand from one cohort to several markets. Before scale, the team discovers that support cannot identify which eligibility rule produced an offer and the journey has no owner after the event ends. The launch is paused — not because the creative is weak, but because the operating system cannot yet carry the consequences.

Design exception paths before scale

Every journey should have a response for ineligible players, missing data, delayed state, unavailable inventory, policy constraints and support escalation. These paths are not secondary polish — they determine whether the team can expand activity without expanding chaos.

Signal Player event Decision Owned rules Execution Controlled WIP Learning Decision record Coherent operating loop Exception path
Figure 5. LiveOps is a decision system — operating capability turns activity into coherent change under clear ownership. Conceptual framework; not measured data.
Reasonable Objection

Governance slows LiveOps. Heavy approval layers do slow teams. Operating capability is not an approval layer — it is the set of boundaries that allows routine changes to move without broad approval and consequential changes to receive the right attention. When ownership, work limits, rollback and exception paths are clear, teams spend less time searching for permission.

Capability is stability under change

A strong LiveOps organisation is not the one that launches the most activity. It is the one that can change the player experience frequently while keeping ownership, economy, communication and support coherent. LiveOps creates value only when the team can connect signals, decisions, execution and learning under clear ownership. More activity is not the goal; coherent change is.

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