AI Travel Sales. 90% Zero-Touch. 100% Policy Check. One Agent.
Policy enforcement on every transaction. Not sampling, but 100%.
The AI Agent classifies receipt type, policy compliance, and cost center per transaction. The rule engine calculates reimbursement amounts deterministically. Humans stay where entertainment costs or representation guidelines require it.
Cases/year (simulation)
Zero-touch rate
Policy check (not sampling)
Moderate rule complexity, high volume
Cases and zero-touch: Gosign simulation model. Policy check: Decision Layer checks 100% of cases. Industry benchmarks: GBTA Foundation, 2015.
What the Agent classifies
10,000 transactions/month, one agent
500 field reps, daily client visits, changing policies. You know the complexity. Here's how the AI Agent solves it:
100% policy check instead of 5% sampling
500 field representatives, 20 expense reports per month each. The AI Agent checks every single transaction against the applicable policy ruleset. The rule engine flags violations immediately - not 5% sampling, but 100% enforcement. Systematic policy violations are caught at the source, not discovered during quarterly reconciliation.
CRM linking automatic
Every client visit has a business purpose. The AI Agent reads CRM data and matches calendar entries to travel expenses automatically - which client was visited, which opportunity, which revenue attribution. No manual entry, no missing business purpose, no orphaned expenses.
Weekly settlement instead of individual transactions
Field representatives prefer weekly settlement over individual expense reports. The AI Agent batches all trips of a week, classifies each transaction. The rule engine calculates per diems and mileage, and generates a single weekly settlement per representative - one notification, one veto window, one payroll export.
Entertainment costs by jurisdiction
Germany: 70% deductible. Austria: 50%. Switzerland: fully deductible if documented. (UK: entertainment of clients is generally not deductible under HMRC rules.) The AI Agent classifies every entertainment receipt by country, amount, attendee count and purpose. The rule engine applies the correct deduction rate per jurisdiction - deterministically, for every receipt, without exception.
Quarter-end in minutes
10,000 transactions per month, all processed with audit-ready decision records. The AI Agent has already classified, the rule engine has already calculated, the audit trail is already complete. Quarter-end reporting is an export, not a research project. Weeks of manual reconciliation become minutes of data export.
One sales week. 30 to 80 micro-decisions.
A field representative visits five clients in one week with hotel stays and business dinners. The Decision Layer decomposes this week into individual decision steps:
| Step | Decision | Decider | Rationale |
|---|---|---|---|
| 1 | Link trip to CRM opportunity | Rule engine | Calendar + CRM data matching |
| 2 | Determine per diem | Rule engine | Country and duration based |
| 3 | Calculate mileage | Rule engine | Distance, vehicle type, rate |
| 4 | Check entertainment policy | Rule engine | Amount, attendees, purpose |
| 5 | Check hotel policy | Rule engine | Rate cap per city tier |
| 6 | Batch into weekly settlement | Automatic | All trips of one week aggregated |
| 7 | Map to cost centre and opportunity | Rule engine | Client, project, revenue attribution |
| 8 | Generate payroll export | Automatic | Weekly settlement posting |
| 9 | Classify entertainment expenses | AI + Rule engine | AI identifies receipt type and attendees, rule engine applies deduction rates |
| 10 | Generate audit file | Automatic | Sealed decision record per sales week |
Simulation
Calculated for sales volumes
We configured the Travel Decision Layer with realistic sales parameters and ran the numbers. The results show what changes at enterprise field service volumes.
Simulation parameters
| Field representatives | 200 to 2,000+ (by region and seniority) |
| Cases/month | 10,000 to 50,000+ |
| Jurisdictions | Multi-jurisdiction (DE, AT, CH, UK, further EU) |
| System integration | CRM → Decision Layer → ERP/Payroll |
| Entertainment share | 20 - 30% of all cases contain entertainment receipts |
| Policies | 3 - 10 parallel (by region, seniority, client class) |
Before / After
| Dimension | Manual | Decision Layer |
|---|---|---|
| Processing cost | from EUR 53 (GBTA)* | < EUR 7 |
| Error rate | 19% (GBTA) | < 0.5% |
| Lead time | 5 - 12 days | Minutes |
| Zero-touch rate | 0% | 90% |
| Audit-readiness | Manually reconstructed | Automatically generated |
| Policy check | 5 - 10% (sampling) | 100% |
| Weekly settlement | Manually compiled | Automatically aggregated |
* GBTA Foundation 2024: USD 58 per transaction (approx. EUR 53). Sales cases with CRM integration and weekly batching are significantly cheaper in zero-touch mode. Simulation results: Gosign model calculation.
In the simulation, the Decision Layer achieves a zero-touch rate of 90% - for standard cases with clear CRM linkage. The remaining 10% involve entertainment edge cases and missing CRM entries requiring human judgement. For all cases, a complete, audit-proof decision record is available. Weekly settlements replace the individual report cycle.
Architecture and implementation
The Travel Decision Layer runs entirely on your infrastructure: your data centre, your network, your control. No SaaS dependency, no data leakage. For sales configurations, this means: CRM interfaces for automatic trip-client linking, volume processing of 10,000+ transactions per month, and weekly settlement logic. Typical pilot projects start within 3 months with one sales region.
Deep Dive in the Agent Briefing
Our article series for decision-makers implementing AI agents in the enterprise.
Travel Decision Layer in Other Industries
Each industry has its own tariffs, cost structures, and complexity drivers. The Decision Layer is the same. The configuration is industry-specific.
Frequently Asked Questions
How does CRM integration work?
The Decision Layer is configurable to read client visit data from standard CRM systems (Salesforce, Microsoft Dynamics, SAP CRM). Calendar entries and CRM activities are matched to travel expenses automatically.
Can the system enforce different policies by region or team?
Yes. Policy rulesets are configurable per organisational unit, region, or seniority level. The Decision Layer applies the correct policy automatically based on the employee profile.
How does the veto model work for sales?
The employee receives a weekly settlement notification. They have a defined period to raise objections. If no objection is raised, the settlement is processed automatically. This replaces the traditional submit-approve cycle.
What about entertainment expenses and client hospitality?
Entertainment expenses are classified by type, amount and number of attendees. The Decision Layer applies jurisdiction-specific deductibility rules and checks against client-specific and company-wide entertainment policies.
How does a project start in practice?
In a 30-minute call, we clarify your parameters: field service volumes, CRM integration, policy hierarchy. This produces a pilot proposal: one sales region, one policy ruleset, one data flow. Typical pilot projects start within 3 months.
Let us run the numbers.
30 minutes. Your CRM integration, your field service volumes, your result. We configure the Decision Layer with your real parameters.
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