Contract intelligence

Extract clauses, dates, parties, and other custom entities from complex contracts with high accuracy and flexibility using Snorkel Flow.

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Go beyond standard contracts

Build custom contract intelligence models and applications using Snorkel Flow to extract non-standard information precisely. Go beyond brittle, off-the-shelf software to using state-of-the-art ML–no costly manual labeling required.

High-accuracy models

Develop highly accurate models to decrease the potential of contract errors or disputes with guided iteration and built-in analysis tools.
This agreement may be terminated [CLAUSE] at any time by either party, with or without cause, upon receipt of 45 days [TEMPORAL] prior written notice of termination by the non-terminating party.

Faster, lower-cost extraction

Use programmatic labeling to train models that extract custom attributes in minutes instead of spending weeks or months on expensive hand-labeling.
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Rapidly adaptable

Rapidly adapt to new contract types in a fraction of time. Retrain models with ease to changing input data or business objectives.
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Business
formation
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Business
operations
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Commercial
contracts
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Trademarks
& copyrights
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Labor &
employment
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Patents
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Debt &
bancruptcy
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Real
estate
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Tax

Private and secure

Process complex contracts and clauses for any type of analysis while keeping data private and secure. Avoid shipping data for off-premises manual labeling.
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Electronic
discovery
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Contract
review
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Document
automation
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Trademarks
& copyrights
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Legal
research

Data-centric AI

Snorkel AI is leading the shift from model-centric
to data-centric AI development to make AI practical.
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Accelerated

Save time and costs by replacing manual labeling with rapid, programmatic labeling.
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Adaptable

Adapt to changing data or business goals by quickly changing code, not manually re-labeling entire datasets.
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Collaborative

Incorporate subject matter experts' knowledge by collaborating around a common interface–the data needed to train models.
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Accurate

Develop and deploy high-quality AI models via rapid, guided iteration on the part that matters–the training data.
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Governable

Version and audit data like code, leading to more responsive and ethical deployments.
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Private

Reduce risk and meet compliance by labeling programmatically and keeping data in-house, not shipping to external annotators.


Case study

Top U.S. bank

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



Problem

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

Solution

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

Results

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

99.1%

Snorkel Flow accuracy

<24hrs

from problem start

>250K

documents processed


Case Study

Top U.S. Bank

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



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.

<24hrs

from problem start

Results

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

>250k

# documents processed


Case Study

Top U.S. Bank

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



Problem

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

Solution

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

Results

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

99.1%

Snorkel Flow accuracy

<24hrs

from problem start

>250k

# documents processed

A radically new approach to AI

Conventional AI approaches rely on generic third-party models, or brittle rule-based systems, or armies of human labelers. With Snorkel Flow, programmatically labeling unlocks a new workflow that accelerates AI app development.

With Snorkel Flow

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Customize state-of-the-art models by training with your data & adapt to changing data or goals with a few lines of code.
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Leverage cutting-edge ML to go beyond simple rules and retain the flexibility to audit and adapt.
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Label thousands of data points programmatically in hours while keeping your data in-house and private.

With conventional approaches

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Hand-labeled ML is hugely expensive, with usually no way to iterate, adapt, be privacy compliant, audit, or reuse.
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Pre-trained vendor models often don’t work on your data, no way to customize, adapt, or audit.
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Rules-based approaches often don’t perform well on complex data or adapt easily to data or goal changes.
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Let's connect

Speed time to value, reduce costs, and unlock more AI possibility with the Snorkel Flow platform.
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