INDUSTRY: Finance
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How Accelirate’s Agentic AI Expense Automation Reduces Claim Validation Time by 80% for a Global Enterprise
30 Mins
to under 5 mins per claim
95%
accuracy in doc extraction
98%
policy validation coverage
100%
audit traceability
Client Overview
The client is a global enterprise managing high claim volumes across Finance, IT, and Shared Services. Employees frequently submitted receipts in inconsistent formats, requiring the Finance team to manually validate amounts, GST details, and reimbursement eligibility based on designation. Their manual process led to slow turnaround times, inconsistent decisions, compliance risk, and high audit overhead.
Key Takeaways
- End-to-end expense processing automated using UiPath AI Agents + Document Understanding
- High extraction accuracy using Generative DU (95%)
- Policy rule validation coverage at 98% through an AI-driven grounding index
- Automated partial approvals and GST checks
- Human-in-the-loop governance via Action Center
- 100% traceability through auto-generated audit Excel reports
Before automation, the client’s Finance team spent nearly 30 minutes manually checking each claim from reviewing receipts, validating GST numbers, assessing designation-based limits, applying reimbursement rules, to escalating unclear claims. High variability in receipt formats and incomplete information led to delays and errors.
Accelirate collaborated with the client to implement a next-generation, Agentic AI-driven expense processing system using UiPath Studio, Document Understanding, UiPath Agents, Action Center, and UiPath Apps. This tech stack was chosen for its accuracy in unstructured document extraction, flexibility in business rule validation, and built-in human governance.
The result was a streamlined, intelligent, and audit-ready expense processing ecosystem with minimal manual intervention.
Modernizing Finance Operations with Structured AI Driven Expense Governance
The legacy process suffered major inefficiencies like unstructured receipt images, inconsistent policy enforcement, missing or invalid GST numbers, and lack of audit trails. Manual reviewers spent excessive time verifying claims and often had to escalate incomplete or ambiguous data. This slowed down reimbursements and increased compliance risk.
Accelirate deployed a network of UIPath-based AI Agents designed to extract data, validate rules, trigger partial approvals, and escalate exceptions as needed.
01 - Claim Intake App
Employees submit multiple receipts at once
Eliminates email-based submissions
02 - Secure Document Upload
Files stored in UiPath Storage Buckets for downstream AI processing
03 - Generative Document Understanding (DU)
95% accurate classification and extraction
Digitizes receipt details like amount, GST, category, merchant name
04 - Agentic Validation Engine
Validates claim details using a Context Grounding Index
Ensures 98% policy rule coverage
Applies designation-based limits and GST compliance checks
05 - Partial Approval Logic
Automatically reimburses only the allowable amount for over-limit claims
06 - Action Center Human Review
Low-confidence extractions or GST inconsistencies are escalated
100% exception coverage
07 - Audit-Ready Excel Output
Captures all approvals, rejections, escalations, and reasons
Instant generation with full traceability
What Was Unique About the Solution That Was Implemented?
The solution went far beyond simple extraction or traditional RPA. It combined Generative AI extraction, Agentic reasoning logic, Contextual rule validation, Human-in-the-loop governance and Automated audit documentation.
The AI Agents didn’t just read receipts, they evaluated compliance, applied designation-based rules, enforced GST standards, and made intelligent partial approval decisions. This level of contextual reasoning is what made the solut ion uniquely scalable and audit-ready.
Creating Real Business Value with Intelligent and Autonomous Claim Validation
The AI Agent ecosystem radically improved the client’s expense claim processing speed, accuracy, and compliance posture. Manual involvement dropped dramatically, and every step became traceable and audit-friendly. Finance teams gained consistency, employees received faster reimbursements, and auditors gained complete visibility into all decisions.
Value Metrics
| Process | Estimated Time Saved | Coverage |
|---|---|---|
| Document Upload & Intake | 2–3 minutes | 100% |
| Document Classification | 3–4 minutes | 95% |
| Data Extraction (DU) | 5 minutes | 90% |
| Policy Validation (Agent) | 3–5 minutes | 98% |
| Manual Escalation Review | As needed | 100% (For Exceptions) |
| Excel Audit Generation | Instant | 100% |
01 – 80% Faster Expense Processing
Manual: ~30 minutes/claim
Automated: under 5 minutes per claim
02 – Time Savings Across Each Step
Document Upload & Intake: 2–3 minutes saved (100% coverage)
Classification: 3–4 minutes saved (95% coverage)
03 – Data Extraction: 5 minutes saved (90% coverage)
Policy Validation: 3–5 minutes saved (98% coverage)
Action Center Review: Required only for exceptions
Audit File Creation: Generated instantly (100% coverage)
04 – Consistent Policy Enforcement
GST checks, designation rules, and claim limits applied uniformly
05 – Intelligent Partial Approvals
Ensures fairness while maintaining policy compliance
06 – 100% Audit Traceability
Every decision logged with reasons
07 – Higher Employee and Finance Team Satisfaction
Faster reimbursements, less manual work, clearer communication
Moving Toward a Fully Digital and Audit Ready Finance Ecosystem
This success story outlines how Accelirate’s tailored automation solutions enhanced the client’s operations, improving efficiency, scalability, and cost-effectiveness. It enabled them to not only meet their immediate challenges but also position themselves for sustainable future growth. By enhancing data-driven insights, reducing manual effort, and standardizing important workflows, the company is now equipped to handle market demands with agility and resilience.
If you are looking to achieve similar results for your business, partner with a trusted automation provider like Accelirate to explore innovative tailored solutions that can support your operational goals and drive growth. Connect with us today!
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