Sensible vs Reducto

Why choose Sensible over Reducto?

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Hybrid LLM + layout — combine LLM flexibility with deterministic extraction for both accuracy and transparency

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Full-service option available — let our expert team build, deploy, and maintain configurations so you can focus on your business

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Built for enterprise complexity — handles 1,000+ page docs, nested schemas, conditional logic, and advanced normalization

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Transparent and debuggable — human-readable rules that you can audit, customize, and control

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Human-in-the-loop review — built-in manual oversight workflows for mission-critical extractions

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Sensible vs. Reducto: Key Differences

Both platforms extract structured data from documents, but Sensible is built for enterprises that need control, transparency, and guaranteed accuracy at scale. While Reducto emphasizes pure vision-language models for parsing, Sensible combines configurable layout-based rules with LLMs, giving you the flexibility of AI with the predictability and auditability of deterministic methods. With hands-on support options and industry-specific expertise, Sensible ensures you can trust every extraction and scale without the engineering burden.

Reducto
Why it matters
Accuracy approach
Combines configurable layout-based rules with LLM flexibility
Vision-language models with traditional computer vision
Hybrid approach delivers superior precision while maintaining transparency and control over extraction logic
Transparency & Customization
Transparent extraction logic you can inspect and customize
Black-box AI with limited visibility into logic
Debug and customize extraction logic easily, essential for regulated industries and mission-critical workflows
Edge case handling
Proven with 1,000+ page documents and deeply nested schemas
Handles complex documents but less track record at extreme scale
Battle-tested with the most complex enterprise documents, from massive utility bills to intricate financial statements
Services & support
Managed service handles setup, integration, and ongoing maintenance
Developer-focused self-serve with enterprise support tiers
Go to production faster with expert help, or fully outsource document extraction to focus on your core business
Time to value
Deploy to production in days with pre-built configs or managed setup
Fast setup but may require tuning and iteration
Start extracting accurately from day one with no lengthy training cycles or model tuning required
Document coverage
Pre-built solutions for insurance, banking, healthcare, real estate, utilities
Broad coverage across verticals
Deep domain expertise with pre-built configurations for industry-specific documents
Deterministic results
Layout-based extraction ensures repeatable, consistent outputs
Probabilistic AI outputs
Same input = same output every time, critical for production systems and compliance requirements
Human review workflows
Integrated human-in-the-loop workflows for quality assurance
Not available
Add human validation where accuracy is non-negotiable with seamless workflows built into the platform
Schema normalization
Sophisticated post-processing, validation, and data normalization
Provides raw extraction, requires custom post-processing
Extract clean, normalized data ready for downstream systems with no additional engineering required
Automatic document classification
Automatic splitting, classification, and routing of multi-doc files
Offers splitting API but requires separate integration
Automatically handles multi-document files and routes to the right extraction workflow without manual pre-processing
Companies of all sizes trust Sensible to extract their most important documents