P1: Apollo launched GraphOS Agent Services — governance for AI agents, "no LLM in the judgement loop." Their thesis: rules must be explicit and hold every time, regardless of the model. Agreed. Now: who scores the spend?
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P2: What shipped Oct 7 at Apollo Summit: search, identity, policy, audit sitting between agents and enterprise APIs. Field-level control of what each agent can see and do. 2T+ ops/month. Intuit is piloting.
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P3: Via Gartner: 80% of unauthorized agent transactions through 2028 will come from INTERNAL violations — oversharing, misuse, misguided behavior — not attacks. "Authorized but wrong" is the threat model.
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P4: Apollo governs WHAT agents can touch — policy, identity, audit. It never asks if a paid tool call SHOULD fire. Priced MCP tools + policy-authorized agent = free spend inside the grant. CAN ≠ SHOULD.
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P5: Scored today: a 0.50 USDC listed-price MCP diagnostic call, access-authorized, in-budget → 0.59. A 40-call unreviewed 20 USDC loop of the same tool → 0.59. The blunt gate can't tell them apart.
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P6: Fail-closed holds both — the loop can't auto-fire, but neither can the benign call. "Block everything" is a seatbelt, not judgment. Fix: a calibrated decider. ≥0.80 auto, 0.50–0.79 confirm, <0.50 escalate.
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P7: Intuit's Chris Miller: the audit trail is "the only way we'd trust giving them this kind of authority." Authority needs two ledgers: what happened — and what was decided. Instruction, authority, score, band, outcome.
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P8: Full piece: dated receipts, the access-vs-spend mapping table, both live gate receipts, and the 5-step DIY to wire a spend gate beside the access gate.
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