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Sales commission reconciliation: why the difference?
Short answer
Commission reconciliation automation links the commission plan to transactions from the CRM and payments, calculates commission by the agreed rules and shows next to each line why a sale is or is not in the statement. Questions from salespeople and the answers stay with the transaction. At Syntalith the automation costs from €3,000 net, and at 300 commission questions a month of 20 minutes each it pays back in 1.2 months.
How we workDetails ↓
- 01Call30 minutes with an engineer, free
- 02PrototypeA working system on your process and data, free
- 03ImplementationTarget and fixed price in the contract; 50% at signing
- 04Acceptance50% once the agreed target is met
- net for the automation of one process, build paid once
- from €3,000
- from signing the contract to acceptance
- 2–6 weeks
- free prototype on your cases
- €0
We belong to the OpenAI and Anthropic partner programmes and learn through their official courses. What this means ↓
Author: Syntalith · 3 min read
Statistics
Sales and AI: statistics 2026
1.2 mo.
payback of a €3,000 automation at 300 commission questions a month: €3,490 of work today, €1,052 with checking and the model. Scenario.
34.7%
According to Eurostat (2025), 34.7% of EU enterprises that use AI use it for marketing or sales.
42%
According to the European Commission (2026), 42% of EU SMEs and mid-caps already use AI or algorithmic management, mostly in a limited and experimental way.
Source: European Commission, Flash Eurobarometer 578 (2026) ↗
90%
According to the European Commission (2026), 90% of companies using AI say that people take the decisions, and 2% of decisions are fully automated.
Source: European Commission, Flash Eurobarometer 578 (2026) ↗
14–56%
According to Anthropic (2025), studies with a control group found smaller time savings, from 14% to 56%.
Source: Anthropic, Estimating AI productivity gains (2025) ↗
Figures checked: 22 October 2026
The deal is won, but the commission is missing
In a given period, the commission plan counts a sale once the customer has paid. A salesperson marked the deal as won in the CRM and cannot see it in the statement. The person who runs the calculation opens the CRM, a spreadsheet and the history of agreements, even though the answer is simple: the data behind the statement lacks the payment confirmation the plan requires.
The statement shows the plan applied to the sale, the period and the missing payment confirmation. Someone in finance checks the payment record, and the salesperson gets a specific answer in place of „we will look into it”. When a correction to the deal appears later, it is linked to the same sale, so the statement neither counts the commission twice nor loses the correction.
- The commission plan and the period applied to the sale
- The events the plan requires: won, invoiced, paid
- The missing event, with a link to its source
- Corrections linked to the original sale
The calculation rests on the agreed rules. AI can read a longer note on the deal or prepare a short explanation from confirmed information.
What it costs and when it pays back
- Today
- 300 commission questions × 20 min = 100 h (€3,490)
- With the system, a person checks the output in 30% of the time
- €1,047
- Model, 1 call per case, Claude Sonnet 5.5
- €4.59
- Cost of one case
- €11.63 today, €3.51 with the system
- Saving
- €2,438 a month
Payback of €3,000
1.2 months
The volume, the time and the checking share are the scenario's assumptions. €34.90 an hour is the EU average hourly labour cost for 2025 according to Eurostat. Model: 6,000 input tokens and 500 output tokens per call at Anthropic's rates, converted at the ECB rate of 1.1205 USD per euro on 22 October 2026.
The count covers the work around a case: searching, reading, writing and passing things on. What stays is the time to check the result, 30% of today's work in this scenario. Before the quote we measure both times on 20 to 100 cases the team has already handled, in a free test that takes 5 working days.
The trust salespeople place in the statement is worth more than the hours of reconciliation. When anyone can see for themselves why a sale did not enter the commission, the questions stop coming back every month, and the conversation is about one specific missing event.
First check your commission software
If the company has commission software, look at it with the person who answers salespeople every month. Salesforce Spiff describes the details of payout rules and the commission page with a view of the sources. With a small number of deals, a spreadsheet with links and written explanations is enough. Automation makes sense when the plan depends on events in several systems and the questions come back every month.
A dozen or so salespeople, a simple plan
a spreadsheet with links to the sources
no build
Commission software with a view of the sources
configuration and team training
licence
A plan that depends on events in several systems
reconciliation automation with explanations
from €3,000
Where to start with commission reconciliation automation
Before the current settlement, we test the automation on a closed period in which the team already knows the explained discrepancies. We build this kind of system as part of our AI automations. For the free analysis, a description of one case from the last few weeks and the tools it went through is enough. You do not need to send confidential documents, and you get a written plan within 2 working days.
Worked example · Scenario
How we count the payback: reporting automation
We run the same count for your team in the free analysis.
€1,815
a month for 12 h a week of report preparation
Payback: 1.9 mo.
The hours for each firm size and checking in 15% of the old time are our assumptions. €34.90 an hour is the EU average hourly labour cost for 2025 according to Eurostat, for companies with 10 or more employees. We measured the model cost in our report system: a commentary with a check of the figures costs about €0.0002, converted at the NBP rate of 21 October 2026 and the ECB rate of 1.1205 USD per euro on 22 October 2026.
See the full calculation →
