LedgerBeam
LedgerBeam
$€£

Unlock the power of
entity identification

Transform raw transaction data into structured, actionable insights
with our advanced AI-powered entity recognition.

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Unlock the Power of Entity Data

Transform raw transaction descriptions into structured, actionable data

Merchant Normalization

Standardize merchant names across different payment processors and formats

AMZN MKTP US*1A2B3C4D5
Amazon Marketplace

Location Extraction

Extract and validate location data from transaction descriptions

STARBUCKS STORE #12345 SEATTLE WA
Seattle, WA, United States

Parent Company Mapping

Connect merchants to their parent companies for better spend analysis

WHOLE FOODS #123 AUSTIN TX
Whole Foods Market
Parent: Amazon.com, Inc.

How Entity Identification Works

Our advanced AI models transform messy transaction data into clean, structured information

1

Input Transaction Data

Send raw transaction descriptions via our API

2

AI Processing

Our models analyze and extract entity information

3

Entity Normalization

Names are standardized and enriched with metadata

4

Structured Response

Receive clean, normalized entity data

// Example API Response
{
    "id": "3c5b2d5b-4a4b-41f9-a830-7c1840831892",
    "entity": {
        "description": "Apple is a multinational technology company known for its consumer electronics, software, and online services. The transaction was processed through Apple's own payment system, with no external intermediaries involved.",
        "id": "6890b942-df95-43f5-8f38-a5dcee46d24a",
        "intermediaries": [],
        "logo": "https://logos.ledgerbeam.com/www.apple.com",
        "name": "Apple",
        "type": "merchant",
        "website": "https://www.apple.com"
    },
    "category": {
        "primary": "Entertainment",
        "secondary": [
            "Streaming Service",
            "Digital Content",
            "Subscription Service"
        ],
        "accounting_category": "Subscriptions",
        "tags": [
            "streaming",
            "digital-content",
            "subscription"
        ]
    },
    "location": {
        "address": "1 Infinite Loop, Cupertino, CA 95014, USA",
        "street": "1 Infinite Loop",
        "city": "Cupertino",
        "state": "California",
        "country": "United States",
        "country_code": "US",
        "postal_code": "95014",
        "latitude": 37.33182,
        "longitude": -122.03118,
        "maps": {
            "google_maps_url": "https://www.google.com/maps/search/?api=1&query=1+Infinite+Loop,+Cupertino,+CA+95014,+USA",
            "apple_maps_url": "https://maps.apple.com/?q=1+Infinite+Loop,+Cupertino,+CA+95014,+USA",
            "waze_url": "https://waze.com/ul?q=1+Infinite+Loop,+Cupertino,+CA+95014,+USA"
        }
    },
    "recurrence": {
        "is_recurring": true,
        "frequency": "monthly",
        "next_occurrence": "2025-07-24",
        "confidence_score": 0.95
    },
    "confidence_score": 0.95
}

Transform Your Financial Data

See how Entity Identification powers innovative financial experiences

Enhanced Transaction Insights

Provide users with clean, recognizable merchant names and logos

Spend Analytics

Group transactions by merchant and parent company for better insights

Fraud Detection

Identify suspicious transactions with anomalous merchant information

Location-Based Insights

Map spending patterns across geographic locations

Industry-Leading Performance

99.8%

Accuracy Rate

<10ms

Response Time

100M+

Entities Identified

190+

Countries Covered