- Before
- “Tell me in October, not in March, while I can still fix it in the books.” Learns of a margin outside the range after the year has closed.
- Now
- Sees all 23 tested parties against their ranges at the Q3 close, and decides each proposed adjustment on one screen with its clause, rule and side effects.
One margin, from outside the range to a signed adjustment
Kestrel & Vane Group runs 46 entities in 30 countries, 214 controlled transactions and 23 tested parties. It is Wednesday 14 October 2026: Q3 is closed and the Q4 forecast is in. Here is how the Transfer Pricing Director works with the agents, screen by screen, in the working solution.
- 01Wednesday, 08:12
The agents tell him what needs him, with sources
Jonas Weber · Transfer Pricing DirectorJonas opens Today. The agents have tested all 23 tested parties on Q3 actuals and the Q4 forecast: two are outside their range, 3 decisions need him this week and the German audit set is due Sun 1 Nov. Each agent writes what it found in plain sentences, every fact numbered to its source, with buttons to act on it.
Margin test agent: “Arkon GmbH is outside its range: 1.2% against 2.1% – 4.6% … I propose a €3.40M year-end adjustment, booked in December.”
- 02The ranges
Every tested party as a band, its margin as the dot
Margin test agentEach band is a tested party's benchmark interquartile range, the tick its median, the dot its own margin on actual plus forecast. Arkon GmbH, the limited-risk distributor in Düsseldorf, sits red at 1.2% against 2.1% – 4.6%. Beside it are its functions, assets and risks; on the right, the agent's reasoning and the Local File chapter the band feeds.
“Germany: outside the interquartile range, adjust to the median (§1(3a) AStG).”
- 03Why it is low
The business owners already said why
Interview agentThe Interview agent sent short questionnaires in Microsoft Teams and e-mail. Marco Bellandi, General Manager EU Distribution, answered that the EU Pricing Committee in Eindhoven decided a 6% spring discount on the KV-300 range for April to June. Stefan Albrecht, Arkon's Managing Director, answered that Arkon applied the price list it was sent. The market risk sat with the principal.
Marco Bellandi: “In April we decided a 6% spring discount for April to June to win share against the new competitor pumps. Arkon applied it; the decision was ours.”
- 04The functional analysis
Every row cites the answer it rests on
Interview agent · Ana Lindqvist, TP AnalystFrom those answers and the agreement, the agent drafted Arkon's functions, assets and risks: pricing within 3% of the list, the principal sets prices; market risk limited, borne by the principal. Ana Lindqvist accepted the rows on Tue 13 Oct. One row conflicts with the Master File — inventory risk — and is marked for a decision.
The Interview agent never writes a row without an answer or a document to cite.
- 05The comparables
1,148 companies screened, a reason for every rejection
Benchmark agent · Review agentThe Benchmark agent refreshed the EU distributors set: 1,148 screened, 14 accepted, 2023–2025 weighted, range 2.1% – 4.6%, median 3.0%. Every rejection has its reason — 402 not independent, 287 mainly manufacturing, 214 without enough data. The Review agent re-checked 113 rejections, agreed with 111 and sent the other two to a person.
Review agent on Lindmark Fluid Supply AB: “Its 2025 report says 92% of revenue is resale.” Jonas decides whether it stays rejected.
- 06The proposal
€3.40M to the median, and he asks what if
Margin test agentThe guided adjustment shows the result, the reasoning and the arithmetic: Arkon's €188.9M revenue and €2.27M operating profit, the median of 3.0%, and a credit note of €3.40M from Kestrel & Vane Pumps B.V. Clause 5.2 of ICA-DE-07 and the German rule both say median. Jonas asks in plain words what the lower quartile would mean.
“The adjustment would be €1.70M … a lower point would need a written reason and invites a challenge. I recommend the median.”
- 07Before he decides
Customs, VAT and the counterparty checked first
Margin test agent · Consistency agentThe agents check what the fix would break. Customs: the adjustment lowers the effective price of goods Arkon imported; Elif Durmaz, Customs Manager EU, is told. VAT: outside the scope of VAT under the group's position, cited. The Dutch principal's profit falls by the same amount, from €214.6M to €211.2M. No withholding tax. The German Local File §5.3 and §6 are redrafted the moment he decides.
“Below €5M per importer and year the group claims no customs refund.”
- 0809:02
He signs with the meaning and a reason code
Jonas Weber · Transfer Pricing DirectorJonas can approve, change the point in the range or reject. He approves. The dialog states what his signature means, takes the reason code “Agreement clause and country rule agree” and an optional comment, and signs with single sign-on and a second factor. Nothing is booked until he signs.
“I approve a year-end adjustment of €3.40M to Arkon GmbH's FY2026 operating margin, to the median (3.0%) of the EU distributors' range, under ICA-DE-07 §5.2, as Transfer Pricing Director.”
- 09Seconds later
The booking task goes to the controller
The agentsThe signature is recorded and hash-chained to the audit trail. Katrin Hoffmeister, Arkon's Finance Controller, gets the booking task — credit note €3.40M, period 12, with the wording for VAT. The customs manager is told, the German Local File §5.3 and §6 are redrafted and cited to his decision, and the Dutch Local File gets the matching entry. After it, Arkon earns 3.0%, €5.67M.
- 1018 days to the audit
Two contradictions still block the German file
Consistency agentThe Consistency agent read 90 documents and 412 statements and found 14 contradictions; 9 are resolved. C-01: the Master File says Arkon bears no inventory risk, ICA-DE-07 §3.4 says it bears obsolescence on stock over 180 days, and Stefan Albrecht confirms €0.4M written off. C-02: the country report counts 212 people, the Local File 198. Each comes with both passages, a proposed fix and the person who decides.
The Consistency agent never closes a contradiction itself and never changes a signed document.