Allotment AI — lab console

Reconcile

Provider usage matched to entitlements — idempotent.

Usage records

321

reconciled

Unmatched

all attributed

Drift

OK ✓

materialized == Σ entries

Reconciled spend

◈380.37

this run

Unmatched provider identities keys and aliases nobody has claimed

In clearing is read from the clearing account itself, so a service-pool key that was billed to its pool shows ◈0 there however much it spent. Matching writes ONE new adjustment that moves the parked spend from clearing onto that person's grants and wallet. Nothing already in the ledger is edited or reversed — and matching is one-way, so identify the person before you confirm.

Provider identity	Provider	Records	In clearing	Recorded spend
Every provider identity is matched to a person — nothing is parked in clearing.

Coverage — the three buckets, never merged ⓘ

hard — gateway-routed ⓘ

◈119.98

observed — reconciled direct API ⓘ

◈95.69

unattributed — outside both ⓘ

◈44.34

Both sides cover this reset cycle — spend since the cycle started against what you funded for it. What is outside the gateway is invisible to per-user attribution. The denominator is your entered invoice total, not a figure derived from usage.

⚠

Coverage is below 70%. Per-user claims apply only to the covered fraction: this install governs your gateway-routed AI and reconciles the rest — it does not attribute every dollar to a person. Seat products are per-team by design (no provider exposes per-user seat usage). Raise coverage by routing more traffic through the gateway.

Recent usage records

When	User	Model	Surface	Tokens	Cost
11-07 00:05	Nathan Coleman	gpt-premium	codex	73,928	◈0.37
11-07 00:05	Grace Sullivan	gpt-premium	agent	403,461	◈2.02
11-07 00:05	Henry Johnson	gpt-efficient	codex	40,535	◈0.02
11-07 00:05	Henry Johnson	gpt-efficient	gpt	82,689	◈0.03
11-07 00:05	Mason Johnson	gpt-premium	codex	630,319	◈3.15
11-07 00:05	Amelia Ward	gpt-efficient	gpt	21,255	◈0.01
11-07 00:05	Tyler Ross	gpt-premium	agent	66,016	◈0.33
11-07 00:05	Ava Brooks	gpt-premium	codex	815,723	◈4.08
11-07 00:05	Michael Reed	gpt-efficient	gpt	16,853	◈0.01
11-07 00:05	Chloe Bennett	gpt-efficient	codex	31,655	◈0.01
11-07 00:05	Grace Foster	gpt-premium	codex	558,950	◈2.79
11-07 00:05	Emily Wilson	gpt-efficient	codex	7,911	◈0
11-07 00:05	Ava Coleman	gpt-efficient	gpt	810,775	◈0.32
11-07 00:05	Zoe Hughes	gpt-efficient	gpt	20,024	◈0.01
11-07 00:05	Grace Foster	gpt-premium	gpt	432,900	◈2.16
11-07 00:05	Noah Ward	gpt-premium	gpt	311,711	◈1.56
11-07 00:05	Zoe Cooper	gpt-premium	gpt	278,767	◈1.39
11-07 00:05	Ava Coleman	gpt-premium	agent	806,991	◈4.03
11-07 00:05	Ryan Ward	gpt-efficient	gpt	61,944	◈0.02
11-07 00:05	Harper Parker	gpt-premium	gpt	762,748	◈3.81
11-07 00:05	Logan Davis	gpt-efficient	gpt	75,413	◈0.03
11-07 00:05	Ava Hughes	gpt-efficient	gpt	39,278	◈0.02
11-07 00:05	Amelia Griffin	gpt-premium	codex	72,696	◈0.36
11-07 00:05	Amelia Griffin	gpt-efficient	agent	26,164	◈0.01
11-07 00:05	Emily Foster	gpt-premium	gpt	743,759	◈3.72
11-07 00:05	Harper Parker	gpt-premium	codex	520,951	◈2.6
11-07 00:05	Zoe Cooper	gpt-premium	codex	434,641	◈2.17
11-07 00:05	Ava Coleman	gpt-premium	gpt	157,326	◈0.79
11-07 00:05	Sophia Bennett	gpt-efficient	agent	28,644	◈0.01
11-07 00:05	Amelia Miller	gpt-premium	agent	832,414	◈4.16
11-07 00:05	Emily Wilson	gpt-efficient	codex	23,699	◈0.01
11-07 00:05	Nathan Griffin	gpt-efficient	codex	52,401	◈0.02
11-07 00:05	Nathan Hayes	gpt-efficient	gpt	14,044	◈0.01
11-06 00:05	Amelia Griffin	gpt-efficient	codex	23,931	◈0.01
11-06 00:05	Henry Brooks	gpt-efficient	codex	46,446	◈0.02
11-06 00:05	David Cooper	gpt-efficient	gpt	65,949	◈0.03
11-06 00:05	Emily Foster	gpt-premium	codex	694,896	◈3.47
11-06 00:05	Mason Johnson	gpt-premium	gpt	230,360	◈1.15
11-06 00:05	Zoe Cooper	gpt-premium	gpt	266,499	◈1.33
11-06 00:05	Nathan Coleman	gpt-premium	gpt	22,318	◈0.11