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We train LLMs to understand financial data at scale. Any format, any data source, any geography.

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Business Underwriting

Profitably underwrite SMBs through instant re-creation of P&L and Cash Flow statements from bank data.

Working with fast-growing companies
  • Wayflyer logo
  • Monarch logo
  • Meow logo
  • Teampay logo
  • Finaloop logo
  • Array logo
  • Airbase logo
  • Enigma logo
  • Beem logo
  • Tribal logo
  • Float logo
  • Benepass logo
  • Tank Payments logo

An average human takes 100 seconds and costs about a dollar to understand a single financial transaction. The Ntropy API does it in milliseconds and costs cents.

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Everybody has a data enrichment model that is trying to be good at one thing: US or Europe, business or consumer. These models are poor at generalizing and are not capable of human level output.
With us, you can leverage the power of the world's largest and most performant models embedded in your products, at a fraction of cost and time. No geo, language or use case limitations.
Bank account enrichment
Accounting enrichment
Open banking enrichment
Spreadsheet enrichment
Payment enrichment
PDF enrichment

Our growth is no secret

There are over 60 million active businesses and 12,000+ new ones every day in the US alone.

The Ntropy models have seen over 100 million+ unique merchants across the globe and growing quickly every day.

Merchant long-tail

Ntropy has been built not as a point solution for a specific use case but as a horizontal infrastructure layer that can be used in a multitude of scenarios. We are agnostic to the type of financial data, what country it comes from, what language it is in and if it relates to consumers or businesses.

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Ship faster integrating with our Python SDK or Rest API in minutes. No prior setups or data formatting. You can get going straight away as soon as you have incoming data and your first customers.

from ntropy_sdk import SDK, Transaction
tx = Transaction(
description = "amzn mktp us*2y2f06l01",
entry_type = "outgoing",
amount = 20.32,
iso_currency_code = "USD",
date = "2021-11-01",
account_holder_type = "consumer",

Supported by

  • QED logo
  • Lake star logo
  • CashApp logo
  • Comply Advantage logo
  • Ramp logo
  • QED logo
  • Lake star logo
  • CashApp logo
  • Comply Advantage logo
  • Ramp logo
  • QED logo
  • Lake star logo
  • CashApp logo
  • Comply Advantage logo
  • Ramp logo

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Join hundreds of companies taking control of their transactions

Ntropy is the most accurate financial data standardization and enrichment API. Any data source, any geography.