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ThinkingAI-MiniMax Agentic Engine targets live-ops headcount and margin economics

Summary
ThinkingAI partners with MiniMax to launch Agentic Engine, an autonomous platform replacing manual live-ops workflows.
Gaming is the lead vertical, with 8,000+ titles and partners including SEGA, KRAFTON, and Habby.
MiniMax brings foundation model infrastructure at $40B+ valuation with under 500 employees.
"Agentic Engine deploys a multi-agent solution that can find insights faster, design experiments at scale, and execute complex operations, all autonomously."
— Chris Han, Co-founder, ThinkingAI
01

Autonomous agents replace analyst-driven dashboards in live-ops

The platform monitors performance, identifies shifts, and executes actions without manual intervention.
Built-in guardrails and approval layers let teams control execution scope.
ThinkingAI embeds AI into operational data flows, not as a reporting layer on top.
The minimax algorithm explained in game theory differs here: minimize human bottlenecks, maximize response speed.
02

Margin and valuation implications for publishers adopting autonomous live-ops

Automating experiment design and performance monitoring directly reduces live-ops and UA headcount dependency.
Publishers cutting variable operational costs improve EBITDA margins and M&A attractiveness.
MiniMax's $40B+ valuation on under 500 employees signals extreme capital efficiency in model infrastructure.
Global AI investment projected to surpass $300B annually by 2026, with agentic systems capturing growing enterprise share.
03

Two triggers that reshape competitive pressure for mid-tier studios

If Agentic Engine shows measurable retention or monetization lift at KRAFTON or SEGA, adoption pressure on mid-tier publishers accelerates.
External live-ops service providers face a value shift from execution to oversight and model tuning.
Watch whether ThinkingAI positions Agentic Engine as standalone B2B SaaS beyond gaming verticals.
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