Normalize Rewards
Data at Scale

Add structured rewards, merchant, and spend intelligence to your financial data products.

The Challenge

Missing the Rewards Layer in Your Data Stack?

Financial data platforms often lack verticalized logic for rewards or categorization—making insights shallow or unusable in consumer-facing products.

How Uthrive can help?
  • Enhance raw transaction streams with merchant + rewards enrichment
  • Normalize card-linked offers, reward values, and consumer spend patterns
  • Deliver white-labeled insights or APIs to your fintech or AI customers
Business Impact

Power Premium Data Products with Rewards Intelligence

Enhance your platform’s value by enriching transaction data with granular rewards and merchant logic—built for fintechs, LLM agents, and embedded finance tools.

  • Create differentiated data products for fintech/AI partners
  • Improve downstream performance of reward, cashback, and loyalty tools
  • Unlock monetization through rewards-aware intelligence layers
Why Uthrive?

The Vertical Intelligence Layer for
Transaction Data

Uthrive brings purpose-built infrastructure for financial agents that demand precision,
context, and personalization.

Built from the ground
up for vertical
enrichment

Merchant × card × offer
taxonomy trained on real
consumer behavior

Configurable output: API,
flat file, or cloud-native
connectors

Make your
data smarter for
fintech and AI.

1M+ merchant
dataset with
rich attributes

Structured
card-to-merchant
rewards logic

Production-ready
APIs and exports