Snorkel for
financial services

Unlock the power of your data and expertise to build specialized AI and ML applications. From customer experience to cybersecurity, Snorkel Flow provides banking and financial services innovators with a complete platform to build specialized AI applications programmatically.
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Trusted by world-leading financial services companies

A top 5 US Bank

A top U.S. bank uses Snorkel Flow to quickly build AI applications that classify and extract information from their documents.

Problem

The bank estimated that, for a time-sensitive use case, hand-labeling data would take over a month.

99.1%

Snorkel Flow accuracy

Solution

With Snorkel Flow, the team produced a solution that was over 99% accurate in under 24 hours.

<24hs

from problem start

Results

The resulting AI application could be quickly and easily adapted to new problems and business lines.

>250K

documents processed
Fortune 50 bank

In just weeks, a Fortune 50 bank achieved a 25+ point performance gain over a black box vendor solution for their news analytics application with Snorkel Flow.

Problem

The bank needed an accurate way to tag companies in unstructured news text, link them to identifiers, and classify mentions by sentiment and other aspects.

45x

faster
Snorkel Flow accuracy

Solution

The bank used Snorkel Flow to develop an AI-powered news analytics application that monitors target companies' press coverage in unstructured data feeds.

90+

F1 score

in production

Results

With Snorkel Flow, the team achieved a 25+ point performance gain over a legacy vendor system and internal heuristic approaches.

25+

Point improvement

over a black box system

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AI solutions for banking & finance

Deploy powerful AI applications specialized with your data and subject matter expertise to solve complex business needs.

Compliance
monitoring

Extract loan rates, credit scores, or other custom attributes from contracts, emails, reports, balance sheets, S1, and other sources to monitor compliance.

Contract
intelligence

Identify, extract, and organize custom data from complex contracts to reduce manual operations and improve workflows.

Conversational AI & Chatbots

Automate responses to client queries and build custom chatbots and copilots to improve customer service and operational efficiency.

Customer
service

Predict issues and route interactions to the right team or fine-tune IVR or chatbot responses.

Fraud
detection

Identify fraud and money laundering patterns by extracting client ID, IBAN number, and transaction details.

Know your
customer (KYC)

Confirm customer identity to open more accounts, improve ACH success rates, and reduce fraud.

Financial
spreading

Extract entities, events, and relationships from news content to provide analytics for sentiment, summarization, topics, and trading signals.

Cyber risk
management

Investigate suspicious IP addresses or traffic patterns from network data to prevent cybersecurity breaches.

Intelligent 

pricing

Complement traditional pricing models, enabling more accurate prediction and confidence intervals.
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Ready to get started?

Take the next step and see how you can accelerate AI development by 100x.