Financial spreading

Improve the quality and consistency of credit risk analysis by extracting the necessary information from any financial statement using Snorkel Flow.

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Gain complete control over credit decisions

With Snorkel Flow, you can build custom financial spreading AI apps to extract data from any financial or non-financial documents. Go beyond brittle, off-the-shelf software and standard statements—without the bottleneck of manual labeling.

High-accuracy models

Develop highly accurate models to decrease the potential of errors with guided iteration and built-in analysis tools.
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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 build apps that adapt to new attributes in a fraction of the time. Retrain models with ease to changing input data or business objectives.
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Loan
application
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10K 10Q
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Incoporation
docs

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Tax
statements
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Reviews
& surveys

Private and secure

Pair complex qualitative risk assessment with custom quantitative analysis while keeping data private and secure. Avoid shipping data for off-premises manual labeling.
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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.
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Case study

Enterprise AI made practical

Enterprises ranging from Fortune 50 banks to global biotech, telecommunications and insurance providers use Snorkel Flow to put AI to use.

10-100x

speedup in model development time

+90%

accuracy for ML model performance

Minutes

to customize ML models
Read case studies

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.
Request a demo