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Every smart decision starts with trusted data.
We aim to equip global decision-makers with accurate, trustworthy, and timely consumer transaction data
Descover insights on data collected from diverse locations around the world.
How Companies Use Omni-Channel Market Intelligence
Market Share
Analyse market share across all major channels including in-store, direct digital and 3P, delivered in real-time with visibility into category and geography
Competitive Intelligence
Receive best in class insights on market dynamics, strategic initiatives, pricing, sales, and customer behavior
Customer Insights
Understand how customer behaviors are shifting in your industry and how they are impacting your market share and performance
Product Overview
The Data Engine for Financial Models
Data Structuring
Parsing and normalising heterogeneous transaction logs into model-friendly schemas.
Advanced Labeling
Sequence labeling for event streams, entity linking across accounts, anomaly annotation for fraud/risk detection.
Global Collection Network
Global coverage, providing comprehensive, high-quality transaction datasets
Evaluation-Ready
Curated benchmarks for false-positive reduction and precision/recall optimisation in compliance models.
Key Features
Training Data for
No matter how powerful the model, poor data leads to poor outcomes. That’s why we focus on providing clean, structured, and context-rich datasets
Customer Segmentation & Profiling
Cluster users based on behavior or value to enable personalised strategies.
Product Recommendation & Cross-sell
Suggest the next best product or service based on transactional habits
Sales Forecasting & Demand Prediction
Use past transactions to forecast future demand or revenue.
Compliaint
Enterprise‑Grade Transaction Intelligence
We deliver clean, labeled transaction. All data is sourced lawfully & fully PCI DSS compliant. Our training data designed for the most demanding financial AI applications, from fraud detection and AML monitoring to trade surveillance and regulatory.
Leverage transaction-level insights to uncover alternative data-driven alpha. Our structured and normalised datasets allow quants to model cash flow trends, market liquidity patterns, and capital movement signals across instruments, improving forecasting and signal generation.
Leverage transaction-level insights to uncover alternative data-driven alpha. Our structured and normalised datasets allow quants to model cash flow trends, market liquidity patterns, and capital movement signals across instruments, improving forecasting and signal generation.
Learn how Arest can help you maximise growth