Enterprise receipt infrastructure

Stop Losing Millions to Preventable Disputes

Enterprise receipt infrastructure that prevents chargebacks before they start. Show your customers itemized receipts for every transaction and save $50M+ annually in dispute costs.

JD
SK
ML
AR

Trusted by 10K+ financial institutions

app.receiptrail.ai/dashboard
Matched
24,847
Prevented
1,203
Accuracy
99.8%
Processing
$2.4M
Recent Receipt MatchesLive feed
S
Starbucks
Visa ••4829
$12.47Matched
A
Amazon Prime
MC ••7291
$14.99Matched
U
Uber Eats
Amex ••3156
$34.50Pending
W
Whole Foods
Visa ••4829
$87.23Matched

Trusted by leading financial institutions • 50M+ receipts processed weekly • 99.99% uptime

Chase
Citi
Wells Fargo
Capital One
HSBC
Barclays

Enterprise-scale performance

Powering financial institutions globally with unmatched accuracy, speed, and reliability at scale.

+1.2K this quarter
0K+
Financial institutions integrated
+8M vs last month
0m+
Receipts processed weekly
+$3.2B this quarter
$0bn+
Gross receipt value processed
+0.1% improvement
0%
Average matching accuracy
Step-by-step guide

How It Works

From merchant connection to receipt delivery — a seamless pipeline that takes minutes to integrate and processes millions of receipts daily.

01

Partner Onboarding

Connect merchants, POS providers, and e-commerce platforms to the ReceiptRail network. Our pre-built integrations make onboarding seamless — most partners go live within 48 hours.

  • Pre-built connectors for major POS systems
  • Self-serve partner portal
  • Sandbox testing environment
app.receiptrail.ai/partners
Partner Integrations3 Active
S
Square POS
Point of Sale
Connected
4,200 merchants
Sh
Shopify
E-commerce
Connected
12,847 merchants
T
Toast POS
Restaurant POS
Syncing...
890 merchants
Connect New Partner
02

Receipt Ingestion

Receipts flow into the platform in real-time from every connected source. Handle thousands of receipts per second with automatic deduplication and format detection.

  • Real-time streaming ingestion
  • 800+ receipts/second throughput
  • Auto-dedup & format detection
app.receiptrail.ai/ingestion
Live Ingestion Feed
842/sec
Throughput (last 60s)50,520 receipts
Blue Bottle Coffeevia Square POS
$6.500.2s ago
Warby Parker Onlinevia Shopify
$145.000.4s ago
Chipotle #4821via Toast POS
$12.850.5s ago
CVS Pharmacyvia Square POS
$23.470.8s ago
Nike.comvia Shopify
$189.991.1s ago
03

AI Normalization

Machine learning models extract line items, taxes, discounts, and totals from raw receipt data. Every format — digital, scanned, or thermal — is normalized to a clean, structured schema.

  • 99.8% extraction accuracy
  • Handles any receipt format
  • Sub-second processing time
app.receiptrail.ai/processing
AI Extraction & Normalization99.8% accuracy
Raw Receipt
WHOLE FOODS MKT #10847
1234 MARKET ST
SAN FRANCISCO CA 94103
ORG BANANAS     3.98
AVOCADO 4PK     5.99
SOURDGH BRD     4.49
ALM MILK x2     9.98
SUBTL          24.44
TAX            2.08
TOTAL          26.52
Normalized Data
merchant:
"Whole Foods Market"
location:
"1234 Market St, SF"
items:
Organic Bananas $3.98
Avocado (4pk) $5.99
Sourdough Bread $4.49
Almond Milk x2 $9.98
total:$26.52
confidence:99.9%
12
Fields Extracted
0.8s
Processing Time
99.9%
Confidence
04

Secure Delivery

Matched receipt data is delivered to your institution via REST API, webhooks, or batch files. Bank-grade security with end-to-end encryption and SOC 2 compliance.

  • REST API & webhooks
  • 45ms average latency
  • SOC 2 Type II certified
api.receiptrail.ai/docs
API Delivery200 OK
GET/v1/transactions/txn_8f3k2/receipt
Response
{
"transaction_id": "txn_8f3k2",
"merchant": "Whole Foods Market",
"amount": 26.52,
"match_confidence": 0.998,
"items": [
{ "name": "Organic Bananas", "price": 3.98 },
{ "name": "Avocado (4pk)", "price": 5.99 },
// ... 2 more items
],
"receipt_url": "https://..."
}
45ms
Avg Latency
99.99%
Uptime SLA
2.1M
Daily Calls

Transforming financial services

From dispute prevention to operational efficiency, ReceiptRail delivers measurable ROI for enterprise customers.

Enhanced Customer Experience

Stand out from competitors by offering customers detailed receipt data for every transaction. Build trust, reduce support calls, and create a modern banking experience that customers expect. Seamlessly integrate into your existing mobile and web platforms.

  • 40% reduction in support inquiries
  • Higher customer retention rates
  • Modern digital-first experience
  • White-label integration options
9:41
Transaction Details
$47.83
Whole Foods Market
Feb 15, 2026 • Visa ••4829
Itemized Receipt
Verified
Organic Bananasx2
$3.98
Avocados (4pk)x1
$5.99
Sourdough Breadx1
$4.49
Almond Milkx2
$9.98
Chicken Breastx1
$12.49
Mixed Greensx1
$4.99
Subtotal$41.92
Tax$5.91
Total$47.83
No dispute needed

Trusted by enterprise leaders

From identifying the problem to seeing measurable results — hear how financial institutions transformed their dispute prevention with ReceiptRail.

The Challenge
$50M+

lost annually to preventable disputes

Our fraud team was drowning in dispute cases. Customers would see a charge they didn't recognize, panic, and file a chargeback — even for legitimate purchases. We were losing millions and our support team couldn't keep up.

Michael O'Connor
SVP Risk Management, National Bank

More voices from our customers

6 weeksfaster security approval

We evaluated six receipt infrastructure providers. ReceiptRail's privacy-by-design architecture and zero-PII handling simplified our security review dramatically.

Jennifer Park
Head of Financial Technology
40%fewer support tickets

Customer satisfaction scores jumped significantly and support tickets dropped dramatically. Our mobile and web platforms had receipt data flowing within two weeks.

David Thompson
Head of Engineering, Payment Processor
<30 dayspilot to production

We scaled from pilot to full production in under a month. The comprehensive API documentation and dedicated integration support made all the difference.

Lisa Wang
Chief Product Officer, Enterprise Fintech
Your path to production

See ReceiptRail
in action

From first call to live integration — here's exactly what happens when you get started.

Custom walkthrough

30 min

30-minute tailored demo showing how ReceiptRail fits your specific infrastructure and transaction volume.

ROI analysis

15 min

Personalized savings estimate based on your dispute volume, transaction count, and current infrastructure costs.

Sandbox access

Instant

Hands-on API sandbox with sample data so your engineering team can evaluate the integration first-hand.

Go live

~2 weeks

Dedicated integration engineer assigned to your account — most teams ship to production within 2 weeks.

Response within 24h
🔒No commitment required
🎯Tailored to your stack

Schedule your demo

Fill in your details and our team will reach out to set up your personalized walkthrough.

Got questions?

Frequently asked questions

Everything you need to know about integrating ReceiptRail into your financial infrastructure.

Most financial institutions complete integration in 2-4 weeks. Our API-first architecture with comprehensive documentation and dedicated integration support ensures a smooth implementation. We provide sandbox environments, SDKs, and technical guidance throughout the process.

Still have questions?

Our team is here to help. Reach out and we'll get back to you within 24 hours.