Turn Transaction Data Into Intelligence

Tanzim transforms raw transaction data into merchant intelligence, customer insights, and financial infrastructure for Pakistan's banks, fintechs, lenders and regulators.

Enterprise grade Built for the Pakistani Ecosystem Developer-first APIs
9:41
Transaction History
Raw
POS 8821 IMT*STORE KHI
PKR 4,820
09:38
DR CARD KAR/PSO LHR 0471
PKR 6,500
09:39
POS FP*ORDER LHR 22A
PKR 1,275
09:41
POS CHZ*PIZZA ISB 0917
PKR 2,340
09:43
POS OUTF*RETAIL KHI 5521
PKR 8,990
09:47
Why Transaction Enrichment?

Every Transaction Becomes Intelligence

A raw transaction string is just a line of text. Tanzim resolves it into a complete merchant profile — logo, category, location, MCC, and more — ready for analytics, insights, and customer-facing experiences.

Raw Bank Transaction
POS/KHAADI PKG MALL LHR PK 8450.00 28JUN26
Khaadi
Enriched Transaction
Khaadi
PKR 0
28 Jun 2026
Category
Fashion & Apparel
Payment
Visa Debit
Branch
Packages Mall, Lahore
MCC
5651
Website
khaadi.com
Phone
+92 42 111 KHAADI
Hours
11:00 – 22:00
Rating
★ 4.5
Carbon
3.2 kg COâ‚‚e
Designed for

Institutions building the future of finance

Banks
Fintechs
Lenders
Merchant Acquirers
Regulators
Platform

The Tanzim Intelligence Platform

Powerful, composable building blocks for financial institutions — from raw transactions to decision-ready intelligence.

Transaction Enrichment

Transform raw transaction strings into meaningful merchant identities.

RawPOS 0384 MCD KHI
MerchantMcDonald's
CategoryFood & Dining
LocationKarachi
Learn more
Customers
23.8M
Merchants
1.2M
Transactions
250M+
Locations
18K+

Merchant Intelligence

Merchant profiles, graph relationships, location intelligence and behavior.

Learn more

Customer Intelligence

Lifestyle clusters, spending categories, income estimation and behavior.

Learn more

Fraud Signals

Risk patterns, network anomalies, suspicious merchants and entity links.

Learn more

Open Banking Layer

Unified financial data, secure APIs, aggregation and future infrastructure.

Learn more
Try the API

Interactive Enrichment Sandbox

Paste any raw transaction string — or pick a preset — and watch Tanzim resolve it into a structured merchant response in real time.

POST/v1/transactions/enrich
Request
Presets
response.json
200 OK
{
  "merchant": {
    "name": "Khaadi",
    "logo_url": "/__l5e/assets-v1/e49df878-09a9-4b5a-9267-90aec2c0b465/khaadi.png",
    "category": "Fashion & Apparel",
    "subcategory": "Women's Ready-to-Wear",
    "mcc": "5651"
  },
  "location": {
    "city": "Lahore",
    "branch": "Packages Mall",
    "country": "PK"
  },
  "payment": {
    "channel": "POS",
    "instrument": "Visa Debit"
  },
  "contact": {
    "website": "khaadi.com",
    "phone": "+92 42 111 KHAADI"
  },
  "tags": [
    "retail",
    "apparel",
    "verified"
  ],
  "amount": {
    "value": 845,
    "currency": "PKR"
  },
  "timestamp": "2026-07-14T11:04:45.045Z",
  "confidence": 0.9400304146023203
}
Khaadi
Khaadi
Fashion & Apparel · Lahore · MCC 5651
PKR 845
conf 94.0%
Merchant Graph

Every merchant. Every relationship.

Explore the structured network behind every transaction — competitors, customer overlap, neighbourhood density and channel relationships.

McDonald'sKFCBurger KingFoodPandaCustomersNeighbourhoodDelivery Apps
Selected Merchant
McDonald's
Category
Quick Service Restaurant
Est. Monthly Volume
PKR 312M
Related Merchants
KFC · Burger King · FoodPanda
Customer Overlap
64% with Delivery Apps
Platform

An enterprise intelligence terminal

Bloomberg-grade analytics, redesigned for clarity. Real-time financial intelligence across every dimension that matters.

Intelligence Console
Transactions Processed
0M+
Merchants Identified
0M
Categorization Accuracy
0%
New Merchants / Day
0
Transaction Timeline
Last 30 days
Merchant Categories
Groceries28%
Transport18%
Food & Dining16%
Shopping14%
Utilities12%
Others12%
Architecture

From chaos to clarity, in one pipeline.

A composable architecture that turns raw transaction streams into structured, decision-ready intelligence — at the scale of national payment systems.

Stage 1
Transactions
Stage 2
Enrichment Engine
Stage 3
Merchant Graph
Stage 4
Customer Intelligence
Stage 5
Insights
Stage 6
Decision APIs
Developers

Built for developers.

REST APIs, typed SDKs, structured JSON responses and a full sandbox. Production in days, not quarters.

  • REST API
  • Typed SDKs
  • JSON Responses
  • Sandbox
  • Webhooks
  • API Docs
tanzim.ts
// Enrich a single transaction
const res = await tanzim.transactions.enrich({
  raw: "POS 0384 MCD KHI",
  amount: 1240,
  currency: "PKR"
});

{
  "merchant": { "name": "McDonald's", "id": "mch_4f2a" },
  "category": { "id": "food_dining", "confidence": 0.992 },
  "location": { "city": "Karachi", "country": "PK" },
  "graph":    { "related": ["KFC","Burger King","FoodPanda"] }
}
Security

Enterprise-grade by default.

Designed to meet the requirements of regulated financial institutions from day one.

Encryption
TLS 1.3 in transit. AES-256 at rest.
Data Privacy
PII tokenization and field-level controls.
Compliance
SOC 2, ISO 27001, PCI DSS aligned.
Audit Logs
Immutable, queryable activity trail.
Role Based Access
Granular roles, scopes and approvals.
Network Isolation
Private VPC peering and IP allowlists.

Start building financial intelligence.

Talk to our team about deploying Tanzim across your institution.