Claude decides the exceptions
Sourcing · Haiku11 decisions
Support · Sonnet4 decisions
Treasury · Opus9 decisions
24/24decisions by Claude (0 fallbacks)
82routine payments by code
50Claude calls, each with a request id
5Face ID decisions by the CFO
Claude decides the exceptions; routine buying and selling per query is code.
Each agent: decisions, calls, cost
- Sourcing agent on Haiku: 11 of 11 decisions by Claude, 0 fallback, 26 calls, USD 0.0088
- Support agent on Sonnet: 4 of 4 decisions by Claude, 0 fallback, 7 calls, USD 0.0500
- Treasury agent on Opus: 9 of 9 decisions by Claude, 0 fallback, 17 calls, USD 0.2582
Every decision, with its Claude call
- Treasury, 11:16 UTC: I did nothing this check because nothing needed action. No agent is blocked by its mandate, and sourcing has a margin on every query…
Claude call ✓ · Opus · 2,613 tokens · 4.7 s · req_011CgfuA… - Sourcing, 11:16 UTC: Left the buy policy unchanged: Stockline is the only reachable supplier at 0.02 per stock check (0.03 margin on the 0.05 sell price, within…
Claude call ✓ · Haiku · 6,784 tokens · 4.5 s · req_011CgfuA… - Support, 11:16 UTC: Routine check: no dispute on file, so I took no action and issued no refunds or escalations.
Claude call ✓ · Sonnet · 1,085 tokens · 2.7 s · req_011CgfuA… - Sourcing, 11:23 UTC: Stockline's price rose to 0.04, above my 0.03 per-purchase cap, so Metal refused the last purchase. I paused upstream buys (policy set to…
Claude call ✓ · Haiku · 11,841 tokens · 6.2 s · req_011Cgfuh… - Treasury, 11:23 UTC: Sourcing was blocked by its mandate (mandate_cap_exceeded: Stockline 0.04 vs a 0.03 cap, Ridgeline down), so I sent the CFO a rebalance as…
Claude call ✓ · Opus · 10,609 tokens · 13.8 s · req_011Cgfui… - Sourcing, 11:23 UTC: Stockline raised its stock-check price to 0.04, above my 0.03 per-purchase cap, so I'm keeping buying paused (policy none) and not buying…
Claude call ✓ · Haiku · 7,521 tokens · 3.9 s · req_011Cgfui… - Treasury, 11:24 UTC: Planned sourcing 14.00 / treasury 2.00 / support 4.00, accepted by code after 2 tries: "I recommend Option A: Sourcing's cap goes to 0.04…
Claude call ✓ · Opus · 7,073 tokens · 17.2 s · req_011Cgfui… - Sourcing, 11:24 UTC: Stockline is now at 0.04, above my 0.03 cap, and Ridgeline is offline (HTTP 503) until about 23:16 UTC, so I'm keeping upstream buys paused…
Claude call ✓ · Haiku · 8,202 tokens · 3.0 s · req_011Cgfuk… - Sourcing, 11:24 UTC: Nothing has changed: Stockline is at 0.04, above my 0.03 per-purchase cap, Ridgeline is still offline (HTTP 503) until about 23:16 UTC, and…
Claude call ✓ · Haiku · 8,501 tokens · 3.0 s · req_011Cgfun… - Treasury, 11:24 UTC: I did nothing this wake. The 3 customers turned away come from the sourcing cap problem, and my rebalance for that, P-0002/P-0003, is…
Claude call ✓ · Opus · 3,133 tokens · 4.8 s · req_011Cgfum… - Sourcing, 11:25 UTC: No change: Stockline is at 0.04, above my 0.03 per-purchase cap, Ridgeline is still offline (HTTP 503), and my mandate is on hold until…
Claude call ✓ · Haiku · 8,807 tokens · 4.4 s · req_011Cgfus… - Sourcing, 11:26 UTC: No change. Stockline is at 0.04, above my 0.03 per-purchase cap; Ridgeline is still offline (HTTP 503); and my mandate is on hold until the…
Claude call ✓ · Haiku · 8,968 tokens · 3.0 s · req_011Cgfux… - Treasury, 11:27 UTC: The CFO approved rebalance P-0002 and it has run. Sourcing's cap is now 0.04, the same as Stockline's price, so sourcing can work again…
Claude call ✓ · Opus · 11,253 tokens · 10.5 s · req_011Cgfuy… - Sourcing, 11:27 UTC: The mandate was replaced to a 0.04 cap with 13.54 budget left, so I restored Stockline buying at a 0.04 max price, which keeps the 0.01…
Claude call ✓ · Haiku · 13,479 tokens · 5.8 s · req_011Cgfuy… - Support, 11:27 UTC: No dispute on file, so I took no action. I issued no refunds and made no escalations. The mandate.replaced event (P-0002) needs nothing…
Claude call ✓ · Sonnet · 1,231 tokens · 3.7 s · req_011Cgfux… - Support, 11:27 UTC: Settled Summit's dispute from the evidence. All 12 orders were signed under their mandate, so no blanket refund. Stock checks #7, #10 and…
Claude call ✓ · Sonnet · 3,384 tokens · 3.9 s · req_011Cgfuz… - Treasury, 11:27 UTC: I didn't do anything this wake because nothing needs action. Sourcing confirms its cap is now 0.04 and it is buying from Stockline again at…
Claude call ✓ · Opus · 3,436 tokens · 5.4 s · req_011Cgfv1… - Support, 11:28 UTC: Refunded #7, #10, #13 itself and sent 9 to the CFO (P-0004): "I refunded orders #7, #10 and #13, 0.15 in total, to Summit's own account.…
Claude call ✓ · Sonnet · 13,441 tokens · 12.8 s · req_011Cgfv4… - Treasury, 11:29 UTC: No money moved: net earnings are 0.00, nothing waits for the CFO and no invoices are open. The mandate_cap_exceeded flag is still there…
Claude call ✓ · Opus · 7,536 tokens · 7.8 s · req_011CgfvB… - Sourcing, 11:30 UTC: Verified the restored mandate: cap 0.04, budget 13.22 (0.32 spent since 11:27 at 0.04 per check), Stockline buying at max 0.04 with no…
Claude call ✓ · Haiku · 8,768 tokens · 5.1 s · req_011CgfvC… - Treasury, 11:30 UTC: Stockline's licence invoice SLL-2026-11 (EUR 240.00, due 2026-11-15) came in, so I planned the payment. It's now P-0005, waiting for your…
Claude call ✓ · Opus · 9,767 tokens · 9.8 s · req_011CgfvD… - Treasury, 11:30 UTC: Advised paying SLL-2026-11 (P-0005), advisory: "The locked quote (buy EUR 110.00 for USD 124.29) is only valid until…
Claude call ✓ · Opus · 3,144 tokens · 6.3 s · req_011CgfvE… - Sourcing, 11:31 UTC: Packwise is ending the Starter plan, and warehouse sync stops at month end unless I move to Pro (45.00 EUR/month). My card's per-purchase…
Claude call ✓ · Haiku · 14,310 tokens · 8.9 s · req_011CgfvK… - Sourcing, 11:32 UTC: Card per-purchase limit was raised to 46.00 EUR (P-0006 approved), so I bought the packwise-pro plan (45.00 EUR) on the Airwallex card to…
Claude call ✓ · Haiku · 12,787 tokens · 4.3 s · req_011CgfvR…
Payments decided by Claude, with their request ids
- net earnings to the sweep wallet: 0.69 test USD · the Treasury agent (Claude Opus) decided · req_011CgfuyWuSqATSQ9hDMvyWY
- refund for order #7: 0.05 test USD · the Support agent (Claude Sonnet) decided · req_011Cgfv4sYJbgZNXBUgpXEKt
- refund for order #10: 0.05 test USD · the Support agent (Claude Sonnet) decided · req_011Cgfv4sYJbgZNXBUgpXEKt
- refund for order #13: 0.05 test USD · the Support agent (Claude Sonnet) decided · req_011Cgfv4sYJbgZNXBUgpXEKt
- Packwise on card ····1423: 45.00 EUR · the Sourcing agent (Claude Haiku) decided · req_011CgfvRo3XGRCvjof8kw57p
The Claude docs we built on
- Tools the agents call: Define tools ↗
- One model per job: Models overview ↗ · Pricing ↗
- Checked fields: Structured outputs ↗
- Cost: Prompt caching ↗