RAW DATA → AUTOMATED INTELLIGENCE

From Messy Records To Trusted, Automated Data

AI unifies MDM, MDG, Healthcare, Service Master, AI Agents and Translation into one intelligent pipeline — cleansing, classifying, enriching and de-duplicating enterprise data in real time.

About Us

Building The Future of AI-Powered Master Data Management

We are building the next generation of AI-native Master Data Management (MDM)—a platform designed for organizations that want to transform fragmented, inconsistent, and duplicate data into trusted, intelligent business assets.

Born from years of delivering enterprise MDM services, we are evolving into a product-first SaaS company focused on redefining data quality through Artificial Intelligence, Agentic AI, Automation, and Intelligent Data Governance.

Our platform automates the complete master data lifecycle—from data ingestion and profiling to cleansing, enrichment, classification, deduplication, golden record creation, governance, and continuous monitoring—reducing manual effort while improving accuracy and speed.

What We Do

Our AI-powered platform helps organizations:

  • Intelligent Data Cleansing
  • AI-Driven Data Enrichment
  • Automated Data Classification (UNSPSC, HCPCS, SIC, and Custom Taxonomies)
  • Duplicate Detection & Golden Record Management
  • Smart Product & Material Data Standardization
  • Data Quality Monitoring & Governance
  • Human-in-the-Loop Review Workflows
  • AI-Powered Mapping & Auto-Cleansing
  • Enterprise MDM Automation
  • Real-time Data Quality Analytics

Industries We Empower

Our solutions are trusted across industries where high-quality master data is business-critical:

Oil & Gas
Oil & Gas
Healthcare & Hospitals
Healthcare & Hospitals
Automotive
Automotive
Manufacturing
Manufacturing
Mining
Mining
Chemical Processing
Chemical Processing
Industrial Machinery
Industrial Machinery
Engineering
Engineering
Retail & E-Commerce
Retail & E-Commerce
Supply Chain & Distribution
Supply Chain & Distribution

Why We Exist

Every enterprise struggles with poor data quality, disconnected systems, and time-consuming manual processes. We believe data management should be intelligent, autonomous, and continuously improving.

Our mission is to eliminate manual data maintenance by combining Artificial Intelligence, Agentic Automation, and Domain Expertise into a single intelligent MDM platform that delivers trusted data at enterprise scale.

Built By Industry Experts

Our leaders bring a collective effort of over 50+ years of experience in Enterprise Consulting, Master Data Management, Digital Transformation, Artificial Intelligence, Data Science, Supply Chain, Engineering, Healthcare, Retail, Manufacturing, Cloud Technologies, and Business Strategy.

Having successfully delivered enterprise solutions across multiple domains, we understand the complexity of managing business-critical data. That experience drives every capability we build into our platform.

Our Vision

To become a global leader in AI-powered Master Data Management, enabling organizations to create a single, trusted source of trust through autonomous data quality, intelligent governance, and scalable enterprise automation.

We believe the future of Master Data Management isn't just about managing data—it's about creating intelligent, self-improving data ecosystems that power faster decisions, operational excellence, and business growth.

Trusted Data. Intelligent Automation. AI-Driven MRO.
MDM Workflow

MDM Workflow

End-to-End Master Data Management Process

MDG Workflow

MDG Workflow

Master Data Governance Workflow

Healthcare Workflow

Healthcare Workflow

Healthcare Items Handled in MDM & MDG

Service Workflow

Service Master Workflow

AI Powered Service Master Data Workflow

❚❚
Paused
Tap to resume
Glowing holographic Earth data core

ORANGE LADDERS
AI DATA CORE

Trusted Data. Intelligent Automation. AI-Driven MRO.

TrustedData
AI-PoweredIntelligence
IntelligentAutomation
ActionableInsights
INTELLIGENT WORKFLOW
99.7%
Accuracy you trust
10M+
Records processed
3800/s
Live process counter
25+
Enterprises onboarded

Six Modules. One Unified Data Fabric.

Every Module is Automated, AI-Driven, And Engineered For Enterprise Scale.

MRO

MRO

Manage Maintenance, Repair, and Operations inventory with smart tracking and lifecycle management.

MDM icon

MDM

Master Data Management with golden-record creation, governance, and lineage tracking.

MDG icon

MDG

Master Data Governance with policies, stewardship workflows, and audit-ready compliance.

Healthcare icon

Healthcare

HIPAA-aligned patient, provider, and claims data harmonization with ICD/SNOMED enrichment.

Service Master icon

Service Master

Standardize service catalogs, spare-parts, UNSPSC classification, and supplier records.

AI Agent icon

AI Agent

Autonomous agents that cleanse, classify, enrich, and reconcile data 24×7.

Why Enterprises Choose Us

Accuracy You Trust. Automation You Scale.

A measurable lift in data quality from day one — backed by AI guardrails, human-in-the-loop review and provable lineage.

accuracy

99.7% Accuracy

Validated against golden datasets across industries.

faster

10× Faster

What took months in spreadsheets now runs in hours.

security

Enterprise Security

SOC 2, HIPAA and GDPR ready by design.

domainai

Domain-trained AI

Models tuned per industry — not generic LLM guesses.

roi

Proven ROI

Average payback within 4 months of go-live.

support

White-glove Support

Solution architects embedded with your team.

Industry Solutions

Built For Your Industry, Not Against It.

MRO
Healthcare

MRO & Service Master

Standardize materials, spares and supplier records with UNSPSC, eClass and ISO 8000 alignment.

  • De-duplicate millions of SKUs in minutes
  • Auto-classify with confidence scoring
  • Enrich with manufacturer attributes
10M+
SKUs Processed
99.6%
Match Accuracy
90%
Time Saved
100%
Data Quality
Manufacturing plant
Data Harmonization
99.6%MATCH RATE
  • 2.4M SKUs Harmonized
  • Duplicates Removed 1.2M
  • Auto-Classified 98.8%
  • Data Enriched 100%
2.4M SKUs harmonized
99.6%MATCH RATE
Data Flow
Real-time Processing

Healthcare Data

Patient, provider, payer and claims data — harmonized and code-mapped.

  • ICD-10 / SNOMED / LOINC enrichment
  • Duplicate patient resolution
  • HIPAA-grade governance
10M+
SKUs Processed
99.6%
Match Accuracy
90%
Time Saved
100%
Data Quality
Healthcare data — clinician reviewing patient records on a laptop
18M patient records resolved
99.9%HIPAA SAFE
✦ SMART AI WORKFLOW

Five Intelligent Steps.
Zero Manual Chaos.

An autonomous pipeline that ingests, understands and serves trusted data to every downstream system.

◆ Any Source
APIs, Files, ERPs, DBs & More
🛡 Golden Records
Trusted. Accurate. Ready.
1

Ingest

APIs, files, ERPs, legacy DBs

2

Classify

🧠

AI taxonomies & schemas

3

Cleanse

🧹

De-duplicate, normalize, validate

4

Enrich

🔧

Fill gaps, append attributes

5

Publish

🛡

Golden records to any system

Data Mastery Platform

Transform raw data into trusted golden records with intelligent processing

Import Data
1
Import

Import

ERP, CSV, PDF, API, legacy DB

"BRNG 6205-ZZ skf" "bering 6205zz SKF" "PDF row 412 …"
De-Duplicate
2
Deduplicate

De-Duplication

Remove duplicates

SS Hex Bolt M8×20 Stainless Steel Hex Bolt M8 20mm 98% Match Duplicate
Classify Products
3
Classification

Classification

UNSPSC / eClass / SNOMED

UNSPSC 31171504 Class: Ball Bearing confidence 0.98
Enrich Data
4
Cleanse and Enrich

Cleanse & Enrich

De-dupe, fill gaps, extract props

bore: 25 mm OD: 52 mm seal: 2Z
Review Quality
5
Review

Review

Validate quality

SS Hex Bolt M8×20 Stainless Steel Hex Bolt M8 20mm Pending Review
Publish Golden Record
6
Golden Record

Golden Record

Final master data

SS Hex Bolt M8×20 Stainless Steel Hex Bolt M8 20mm AI Match: 98% Quality Passed Golden Record
Showcase

See The Platform In Motion.

A live walkthrough plus a glimpse of the operational dashboard your stewards use every day.

PRODUCT TOUR · CLICK TO PLAYVIDEO
PRODUCT TOUR · CLICK TO PLAYVIDEO

Live Dashboard

Streaming
🧹
Cleansing
92%
📊
Classification
87%
Enrichment
78%
🗂️
De-duplication
96%
📄
Missing Data
90%
Processing Trend
100% 75% 50% 25% 0% 00:00 04:00 08:00 12:00 16:00 20:00
🗄️
Total Records Today
5,000
Processed Today
5,000
🎯
Data Quality
98.6%
↑ 2.4% vs yesterday
⏱️
Est. Completion
2 Days
↓ 12 days vs plan
AI Accuracy
94.7%
↑ 3.2% vs yesterday
Recent Activity
Cleansing completed for Batch 4
2 min ago
Classification completed for Batch 3
15 min ago
Enrichment in progress for Batch 2
32 min ago
De-duplication completed for Batch 1
1 hour ago
Missing data analysis completed
2 hours ago
Quick Actions
⬆️
Import
🗂️
Run De-duplication
📊
Run Classification
Run Enrichment
📄
Run Missing Data
📤
Export Report
Integrated Visualization

Integrated Data Cleansing & Enrichment Dashboard.

A unified, real-time view of accuracy lift across customer, product and transaction domains.

📊 INTEGRATED DATA CLEANSING & ENRICHMENT DASHBOARD

🗂️ Before Cleaning

(Original Data)
Completeness
0%COMPLETE
32% Missing 68% Complete
Accuracy
0.0%
Data Volume by Stage
100%50%0%
0%
0%
0%
Customer
Product
Transaction
0Total Records
0Issues Found

✨ After Cleaning

(Cleaned Data) · Advanced cleaning workflow
De-dup0removed
Classify0.0%validated
Enrich0records
0.0%
All-around accuracy
0.0%COMPLETE
Data Volume by Stage
100%50%0%
0%
0%
0%
Customer
Product
Transaction
0Total Records
0Clean Records
0.0%Accuracy Gain

📈 Key Improvement Metrics

Accuracy change · initial vs. gain
Initial Accuracy Improvement Gain
▲ +0%
Customer
▲ +0%
Product
▲ +0%
Transaction
Accuracy Trend · Data Stages
RAW VALID DEDUP CLASS ENRICH CLEAN
🎯
High AccuracyBetter Decisions
🛡️
Data QualityEnhanced
🚀
PerformanceOptimized
Processing StatusRunning
Current BatchBatch #4
50%
Records Processing1,250 / 2,500
Time Elapsed00:00:00
⏱️
Est. Time Remaining00:02:45
🛡️
System StatusOptimal
📋 Data Error Type Comparison
Before After % Improvement Unclassified Data
Missing Fields 33% 66% ▲ +33% 2%
Inconsistent Formats 32% 40% ▲ +25% +87%
Duplicates 40% 60% ▲ +50% +60%
Enrichment Coverage 28% 92% ▲ +228% +71%
⚡ Quick Actions
⬆️
Import Data
🗂️
Run De-duplication
📊
Run Classification
Run Enrichment
📄
Run Missing Data
📤
Export Report
Live Cleansing Engine

Watch Raw Data Become Trusted Data.

Switch tabs to see how AI handles duplicates, classification, enrichment, missing values and property extraction — input on the left, AI output on the right.

Duplicates
Classification
Property Extraction
Enrichment
Missing Data

Input — Before

M6 Hex Bolt SS 20mmdup
HEX BOLT M-6 SS 20 mmdup
m6 hex blt s.s. 20mmdup
Bolt Hex M6 Stainless 20dup

Output — After

HEX BOLT, M6 × 20 mm, SS304golden
4 duplicates merged → 1 master99.4%

Input — Before

Ball bearing 7205 B D125De 52X15 20193002 HV CartonatorCAM 18301.HV1.17uncat

Output — After

NOUN, MODIFIER: BEARING, BALLclassified

Input — Before

Ball Bearing skf 6203sparse

Output — After

NOUN, MODIFIER: BEARING, BALL+
Type: Deep Groove Ball Bearing+
Manufacturer: SKF+
Part Number: 6203+
Series: 6200+

Input — Before

VALVE, BUTTERFLY, 6 INCH, CLASS 150, BODY WCB, SEAT PTFE, MAKE KSBraw text
Size: 6IN · Body Material: WCB · Manufacturer: KSBpartial
Pressure Class: ___ · Seat Material: ___null

Output — After

Pressure Class: 150CLfilled
Seat Material: PTFEfilled

Input — Before

"Bearing SKF 6205-2RS1, ID 25mm, OD 52mm, W 15mm, dynamic 14kN"free text

Output — Structured

Brand: SKFattr
Part No: 6205-2RS1attr
Bore Ø: 25 mm · OD: 52 mmattr
Width: 15 mm · Load: 14 kNattr
OUR EXPERTS

Meet The Leaders

High-level strategists committed to architectural excellence and system modernizations.

Abhijeet Kadam

Abhijeet Kadam

FOUNDER & CEO AT ORANGE LADDERS

Transforming Complex Supply Chain Data into Enterprise Value | Expert in MRO, Healthcare & Hospital Item Master Cleansing, Spend Classification & Master Data Management (MDM)

Bapan Kumar

Bapan Kumar

Co-Founder & Head of Global Delivery – MDM HEAD AT ORANGE LADDERS

Data Cleansing & Enrichment | Enterprise Data Governance | ERP & CRM Data Modernization | Building Scalable Data Delivery Frameworks

Get In Touch

Get in Touch

We'd love to hear from you. Have questions about our services or need support? Fill out the form below.

Contact Information

Reach our team through any of the channels below.

Phone Support

+91 98458 53518

+91 85004 48911

Mon–Fri, 10am – 6pm IST

Email Us

abhijit.kadam@orangeladders.in | bapan@orangeladders.in

We respond within 24 hours

Headquarters

Orange Ladders (An Amalfi Tech Pvt Ltd Entity)
91, Springboard, Gopala Krishna Complex, #45/3,
Residency Road, Bengaluru, Karnataka – 560025, India

CYNA Data Soft Services has officially been merged with Orange Ladders.
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