Take one broken T&E flow (travel request, advance, or claim) and ship a production-ready app in ~10 days.
View 10-day sprint →T&E Approval Automation — Policy-Governed Travel & Expenses
Sapnity implemented a governed Travel & Expense (T&E) approval engine on Power Platform, layered on top of SAP/D365. Approvers now see policy scores, budget impact and exceptions in one view — and finance teams get clean posting back into ERP without chasing email threads.
Identify where approvals, policy checks and finance postings leak effort across your SAP/D365 landscape.
Start QuickScan →Stand up a reusable approval engine pattern that can be cloned for T&E, vendor, CAPEX and HR requests.
Explore Starter Pack →1. Business Problem — Approvals Lost in Email
Finance and Shared Services were spending too much time chasing managers for approvals and clarifications. Travel and expense data existed in SAP/D365 — but the approval story lived in Outlook.
- Travel requests raised over email or legacy portal; every BU had its own template.
- Managers approved “Looks fine” without seeing policy impact or budget consumption.
- Finance teams re-typed approved amounts into ERP, often with missing cost centers.
- Policy exceptions (non-preferred hotels, last-minute flights) surfaced only during audits.
- Month-end close was delayed by late submissions and unclear approval trails.
T&E was viewed as an “admin chore” instead of a governed, insight-rich process that protects margin.
Before — What Finance Saw at Month-End
Inbox reality: 400+ unread T&E-related emails, each in a different format.
Compliance reality: No quick way to answer “Which policy breaches got approved and why?”
Operational reality: Approvers escalated “just approve it” under time pressure — with no data.
2. Sapnity’s Mandate
Leadership gave Sapnity a clear brief:
- Design a policy-governed T&E experience that feels lighter than email, not heavier.
- Give approvers a single screen with purpose: policy score, budget impact, key exceptions.
- Ensure every approved item lands in SAP/D365 with the right cost center, GL and tax code.
- Reduce back-and-forth with finance by turning policy rules into checklists, not PDFs.
- Build a reusable approval engine pattern that can later power vendor and CAPEX workflows.
3. Before — Approval Story Hidden in Threads
We followed one T&E request from initiation to posting. The story looked like this:
- Employee forwarded old email chain and attached an Excel template “from last year”.
- Manager replied “Approved” but missed that the flight class breached policy.
- Travel desk booked tickets in a separate system and updated a shared spreadsheet.
- Employee submitted expenses weeks later, referencing a different cost center.
- Finance had to reconcile three sources and call the BU controller for clarification.
Every exception required a human to remember policy, interpret context and take a risk. Nothing about this flow was scalable, auditable or analytics-ready.
Where the Process Leaked Value
✔ Policy breaches approved without visibility to alternatives or impact.
✔ Duplicate and late claims pushed costs into the wrong period.
✔ No central view of which BUs or managers drove the highest exception rates.
4. After — Sapnity T&E Approval Engine
Sapnity didn’t just digitize a form. We implemented a T&E approval engine that elevates every decision with context, policy rules and finance-ready data.
Employees & Managers
Submit and approve requests from Teams, mobile or web — one consistent flow.
T&E Request App
Guided capture of trip purpose, policy category, cost centers and estimated spend.
Policy & Budget Engine
Rule tables calculate policy score, exceptions, and BU budget impact in real time.
Approval Workflow Orchestrator
Routes single or multi-level approvals, SLAs, reminders and escalation logic.
Dataverse T&E Model
Requests, approvals, exceptions and allocation details with full audit trail.
SAP / D365 Posting
Clean, validated lines for expenses, advances and recoveries into ERP.
T&E Insights Cockpit
Exception rates, policy score trends and BU-level spend KPIs in Power BI.
This pattern now underpins not only T&E, but also CAPEX approvals and vendor onboarding for the same client — one approval brain, many workflows.
5. Implementation Story — From Email Threads to Policy Scores
Phase 1 — Shadowing & Policy Discovery
- Shadowed Shared Services to map real-life exception patterns, not just written policy.
- Identified top 10 reasons why requests bounced between BU, approver and finance.
- Translated policy PDFs into rule tables with clear conditions and outcomes.
Phase 2 — T&E Request & Approval Apps
- Built a model-driven app for finance and a clean canvas-style request form for employees.
- Designed manager view showing policy score, spend-to-budget and key exception flags.
- Embedded comments, attachments and audit timeline for each decision.
Phase 3 — Policy Engine & Orchestration
- Implemented a rule-based scoring engine in Dataverse and Power Automate.
- Configured dynamic approval paths (single, dual, or finance review) based on score.
- Introduced SLA tracking, reminders and escalation to BU heads for stuck items.
Phase 4 — SAP / D365 Integration
- Mapped cost centers, GL codes and tax logic between Dataverse and ERP.
- Ensured only validated, approved lines could be posted to SAP/D365.
- Created reconciliation views so finance could see request → approval → posting in one place.
Phase 5 — Rollout, Governance & Extensions
- Rolled out to two pilot BUs, then scaled to global Shared Services within a quarter.
- Set up monthly governance to adjust policy rules without code changes.
- Extended the pattern to CAPEX approvals and vendor onboarding with minimal rework.
6. Technical Architecture — Approval Engine Pattern
7. Outcomes & KPIs
| KPI | Before | After Sapnity |
|---|---|---|
| Average T&E approval time | 5–7 days across BUs | 24–48 hours for 80% of requests |
| Policy exception visibility | Manual sampling during audits | Real-time dashboard by BU, manager & category |
| Finance rework on postings | Frequent chasing for cost centers / clarifications | ↓ 60% fewer queries to BUs at month-end |
| Stuck / overdue approvals | Hidden in email, discovered late | Tracked with SLAs and escalations to BU heads |
| Time to onboard new BU | Weeks of template & training work | Days — clone pattern, tweak rules, go live |
For leadership, the biggest shift was cultural: approvals went from “click to clear inbox” to data-backed decisions with traceable rationale.
8. Sapnity Differentiators — Why This Worked
Sapnity turned T&E from a noisy email problem into a governed approval fabric that finance, Shared Services and business leaders can all trust.