LensReading which lens this session carries.

End-to-end outcomes · Claim to credit

Deduction to settlement

A retailer takes money off an invoice and asserts a reason. Somebody has to decide whether the reason matches an agreement the group actually signed, and then either accept it or claim it back.

All outcomes
Starts when
A retailer deducts against an invoice
Ends when
The deduction is settled or recovered by credit
Accountable for the whole chain
Rafael Duarte
Head of trade and revenue control · Revenue Operations
Crosses
Cust SvcMarketingFinanceO2CA2L

Health

What the chain measures

Cycle time, wait and cost are computed on complete chains only. Everything else is computed on every assembled chain and says so.

Chains assembled
170
3 stages · 40 crossed more than one tower
Complete end to end
1.8%
3 chains found every stage — a thin base for any average
Median cycle
3.9 d
p25 3.7 d · p75 4.5 d · p90 4.8 d
Waiting
48%
47.8 h waiting against 2.1 d of work
Cost to serve
$22.28
$67 across the complete chains · 3 stages needed a person
Matching confidence
0.76
Across the 40 chains that were joined. 130 never found a second stage.

The chain, stage by stage

3 stages · the wait column is the gap before that stage began, measured on the chains that reached it

StageDocumentFunctionTowerSystemReachedWait beforeStage cycleConfidenceJoined by
1Deduction takenvaluededuction-claimCust SvcO2Cerp-fi170 · 100%34.8 h
Origin 170
2Promotion checkedtrade-promotionMarketingA2Lcrm40 · 24%24.8 h22.8 h0.78
Inferred 40
3Credit issuedcredit-memoFinanceO2Cerp-fi3 · 2%17.7 h24.1 h0.72
Inferred 3

The deduction and the credit are both financial documents, while the promotion evidence sits in the customer system, so both steps cross a boundary. The customer is named throughout, which is what keeps the matching plausible at all.

Chain state — an exhaustive partition of all 170 chains in this service into 4 states
Closed3 · 1.8%
Stalled150 · 88.2%
Open15 · 8.8%
Failed2 · 1.2%
How each chain was joined — a second exhaustive partition of the same 170 chains into 2 regimes
Inferred40 · 23.5%
Single stage130 · 76.5%

The distribution, not the average

Cycle time across the 3 complete chains, in ten equal bands

84–87 h
1
87–91 h
0
91–94 h
0
94–98 h
1
98–102 h
0
102–105 h
0
105–109 h
0
109–112 h
0
112–116 h
0
116–119 h
1

Fastest 3.5 d, slowest 5.0 d, median 3.9 d, mean 4.1 d. The mean sits above the median, so quoting the average alone would overstate what a typical chain of this service takes.

What the chain costs and carries

Cost is modeled from recorded touches. Value is the amount on the designated value stage only.

Cost, all chains
$1,387
Across all 170 assembled chains, complete or not
Value carried
$1.5m
Taken from stage 1, Deduction taken, and never summed across stages
Cost per $1,000 carried
$0.90
Modeled cost to serve against the value the chain moved
Carried an exception
17
Separately, 13 chains had work recorded twice

The commitment against this outcome

Deduction to settlement inside 21 days · owned by Rafael Duarte

Target
504 hours
Committed to The group operating committee
Observed
94.8 hours
Median on the chains that could be judged
Attainment
0 breaches recorded
Status
Not measurable
Reviewed by Rafael Duarte

Not measurable from this extract. The commitment runs to 21 days and the extract covers seven, so no chain in the week had the whole commitment available and none could have been seen to miss it. 3 chains did close inside the window, at a median of 94.8 hours, which describes the fast chains and says nothing about the slow ones.

This commitment sits alongside the function level service levels the estate already publishes, not instead of them. Every function inside this chain can hold its own commitment while this one misses.

Who owns the delay

1 boundary disputes touch this service · 0 undecided

Whether an unevidenced deduction is a marketing cost or a revenue lossDecided

When a retailer deducts against a promotion nobody can evidence, the money is written off. Marketing books it as trade investment. Finance books it as leakage. The same money is described two ways in two ledgers.

Marketing against Finance · arbiter Rafael Duarte · $1.3m claimed by neither side, with no wait timed against it

Trace one chain end to end

The 3 complete chains carrying the largest amounts. Open one to see every document, the wait before each stage and the moments a person intervened.

ChainCounterpartyMarketCycleWaitingCostPeopleJoined by
OI-CTC-0080Duncastle WholesaleUnited States3.9 d2.5 d$15.191Inferred 0.76Trace
OI-CTC-0161Kingsmere Wholesale ClubUnited States5.0 d45.1 h$25.831Inferred 0.64Trace
OI-CTC-0006Ferrostore Wholesale ClubMexico3.5 d39.1 h$25.831Inferred 0.76Trace
What this page is, and what it is not

Trade deduction is the least owned money in a consumer goods group. It is raised by a customer, evidenced by marketing and written off by finance, and the three rarely meet.

An outcome is assembled, not recorded. No source system in this estate stamps a single reference across a purchase requisition, the order raised against it and the receipt that closes it, so the chains on these pages were stitched together after the fact. Where both documents sit in the same source system the chain is keyed and the join is exact. Where it crosses a system boundary the chain is matched on the party, the market, the region and whether the timing is plausible, and it is labeled inferred with its confidence shown. Where the two sides name no party in common the only evidence left is place and timing, and the chain is labeled cohort and confidence is capped low on purpose. A cohort chain is a hypothesis about which documents belong together. Read it as one.

The ledger behind these chains is one week, 10 to 16 August 2026, which is 168 hours. A chain that had not finished when the week ended is open, not late: the week simply stopped watching it. A chain whose commitment falls after the end of the week could never have been seen to miss, so its service level reads not measurable rather than holding. Nothing on these pages should be read as a monthly or annual attainment.

Cost to serve is modeled from the touches the ledger recorded, not billed from a timesheet. Every touch is priced at 11 minutes of a person at a loaded 58 dollars an hour, and every stage carries 1.10 dollars of system cost and 0.42 dollars of inference. Handoff cost is priced separately: waiting is held at 0.90 dollars an item an hour, rework at 34 minutes, and duplicated data entry at the re-keying minutes recorded against that handoff. Change any of those six rates and every dollar on these pages moves.