Celery· Books

Reconciliation that learns.

Most reconciliation tools match transactions. Celery matches across four sources — Bean, Chard, Branches, Greenhouse — drafts adjusting entries with confidence scores, and gates period close on full agreement.

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AACME Holdings

Reconciliation

Updated Apr 29 at 14:02

CELERY · /accounting/reconciliation

Period close · 2026-04

99.74% matched · 30d1 drift drafted

Bean

Chard

Branches

Greenhouse

Bean

—

1.00

Chard

1.00

—

1.00

0.98

Branches

1.00

—

1.00

Greenhouse

1.00

0.98

1.00

—

Chard ↔ Greenhouse · drift −$0.18conf 0.98 · FX residue · adjustment drafted

FIG. 0.A — GARDEN DESKTOP / DASHBOARDThe actual UI. No marketing simulator.

Single case detail

Open the drift. See the reasoning chain. See the drafted entry.

Every drift case carries its hypothesis chain, the cross-check that confirmed it, a confidence score, and a balanced adjusting entry ready to post. Below auto-resolve threshold, an agent posts directly. Above, a controller signs.

CELERY · /accounting/reconciliation/case-7a91

Drift · case-7a91 · pi_8c11ae · +$0.18 · FX timing

confidence 0.98 · auto-resolved

DRIFT$0.18positive · FX gain

SOURCES3 of 4 agreeBranches disagrees by 0.18

CONFIDENCE0.98cross-check with Wise mid-rate

VERDICT auto-resolve · draftedposts to Bean on accept

Triangulated sources · 4

Service	Reference	Amount	When	Match
Chard	pi_8c11ae · adyen · USD→EUR	$14,820.00	2026-04-28 14:02:11	agree
Branches	JPM ····0049 · ach in	$14,820.18	2026-04-28 16:48:02	+0.18
Bean	J-2026-04-28-04417 · ar.recv	$14,820.00	2026-04-28 14:02:11	agree
Greenhouse	—	—	—	agree

Reasoning chain · 6 steps

0116:48:14Drift detected: Branches reports $14,820.18, Chard + Bean both $14,820.00. Δ = +$0.18.
0216:48:15Hypothesis A · FX timing diff: Wise mid-rate refreshed between Chard auth and Branches sync.
0316:48:15Hypothesis B · ACH credit interest: not applicable, < 4h between auth and settle.
0416:48:15Hypothesis C · Bank fee waiver: counterparty is preferred-tier, no fee expected.
0516:48:16Cross-check: Wise EUR→USD mid-rate moved 0.012% between 14:02 UTC and 14:08 UTC. Predicted drift on $14,820 → $0.18. Hypothesis A confirmed.
0616:48:16Confidence · 0.98. Below auto-resolve threshold of $50, within $1 tolerance. Drafting adjustment.

Adjusting entry · drafted

J-2026-04-28-04417-adj-01

Acct	Name	Dr	Cr
1110	Operating cash · JPM ····0049	0.18	—
7100	FX gain · realised	—	0.18
	Balance	0.18	0.18

balanced · ready to post

auto-resolved cases under $50 · confidence > 0.95 · 60% of drift never reaches a humanmodel v3 · 218 cases trained · this week

Celery vs. recon tools

Reconciliation that explains itself.

BlackLine + FloQast lock you into their own workflow. Celery runs inside the books.

Capability	BlackLine	FloQast	Bench	Celery
Bank ↔ ledger matching	✓	✓	✓	✓
Processor ↔ ledger matching	—	—	—	✓ Chard
On-chain ↔ ledger matching	—	—	—	✓ Greenhouse
Drift draft with explanation	—	—	—	✓ confidence-scored
Gates period close	✓	✓	—	✓
Agent-resolvable cases	—	—	—	✓ MCP
Posts adjustments atomically	—	—	✓	✓
Confidence scoring	—	—	—	✓

Agent-native

An agent can clear 60% of recon cases unattended.

For drift below a confidence-and-amount threshold, Celery drafts and an agent posts directly. For everything else, a human gets a queue with explanations attached.

MCP descriptor

tool   celery.recon.draft       Draft an adjusting entry
tool   celery.case.assign       Assign case to reviewer
tool   celery.case.resolve      Resolve case (signed)
tool   celery.tolerance.set     Set per-pair tolerance
resource  cases://celery/open  Live caseload

Typed REST API

GET  /celery/v1/cases             Open recon cases
POST /celery/v1/cases/:id/draft   Draft adjusting entry
POST /celery/v1/cases/:id/resolve Resolve (post or skip)
GET  /celery/v1/matrix            Cross-source matrix snapshot
PATCH /celery/v1/tolerances       Update per-pair tolerance bands

Lineage headers

Authorization: Bearer arsenal:act_cl…
X-Garden-Capability: celery.case.resolve · max=10 · max_amount=$50
X-Garden-Policy: confidence>0.95 AND amount<$50 → auto-resolve
X-Garden-Audit: every adjustment posts to Bean with explanation

Capability matrix