If you're reading this, your engineering team is most-likely drowning in unstructured data. PDFs with 50 tables that look like they were scanned in the 90's. CSVs with inconsistent schemas and 1,000 rows. Documents that follow no earthly logic. Receipts, emails, screenshots, and audio file galore. Sound familiar?

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While you're spending cycles building custom parsers and praying they don't break in production, your competitors are shipping features. It's time to stop fighting the data chaos and start leveraging platforms that can begin to solve the gap in minutes to transform unlimited amounts of inputs in milliseconds.

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Today, we're launching two game-changing features that turn unstructured data from your biggest headache into your competitive advantage: Accuracy + Functions.

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Now, you can measure, validate, and continuously improve your data extraction confidence with built-in accuracy metrics and human review workflows.

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Functions: Visual Workflows That Actually Work

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The new Functions tab transforms how you build data transformation pipelines. No more black-box APIs or crossing your fingers that your integration won't break.

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Route, Split, and Join capabilities give you surgical control over your data flows—all through an intuitive UI that your entire team can understand and contribute to. Your existing functions? They're all here, organized and ready to iterate on.

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Why Use Functions-

• Faster iteration cycles - Visual workflows mean faster debugging and optimization
• Team collaboration - Non-technical stakeholders can finally see what's happening to their data
• Reduced technical debt - Clean, maintainable workflows instead of sprawling custom code
• ROI: Cut data transformation development time by 60-80%

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Accuracy: Turn Data Quality Into a Competitive Moat

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The new Accuracy tab solves the problem that keeps data engineers up at night: "How do I know this is actually working?" With the race to transform thousands to millions of unstructured documents in the most effective ways, this is your new backbone. Run any workflows through bem with the power to monitor them in real time.

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Accuracy provides real-time performance metrics for your transformations, enabling you to experiment with different descriptions, detect output changes instantly, and create golden datasets through human validation. Instead of crossing your fingers and hoping your AI extractions are correct, bem now gives you the numerical confidence scores and review tools your business demands. While still automatically processing all of your data extraction, merging, transformations, and more for you automatically in milliseconds.

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Click into any processed record, make corrections in real-time, and watch our system learn. After multiple corrections, we automatically generate a fine-tuned model that understands your specific data patterns and business logic.

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Why Use Accuracy-

• Data reliability: Move beyond "trust but don't verify" to actual confidence scores for business-critical decisions
• Compliance ready: Meet audit requirements with documented accuracy metrics and human review trails
• Continuous improvement: Create golden datasets through human feedback to retrain and optimize your models
• Risk reduction: Catch extraction errors before they impact downstream business processes
• Operational confidence: Give your team the numerical methods to gauge data trustworthiness

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We'd love for you to try it- for free. Request a trial to test it yourself or book time with our team and we'll build your first schema for you.