Extraction
AI-powered extraction that turns messy pages into clean, typed records with guardrails, retries, and human-readable traces.
Schema-first prompts
Define the shape once and let the platform enforce types, constraints, and validation.
Hybrid strategies
Blend deterministic rules with LLM extraction so you get accuracy without losing coverage.
Traces & QA
Every extraction includes reasoning logs, diffs, and retries so teams can audit results.
Multi-source harmony
Merge fields from HTML, APIs, and documents into a unified record without wrestling with inconsistent formats.
Error-tolerant parsing
Recover gracefully from partial content, layout shifts, and malformed markup to keep pipelines flowing smoothly.
Scalable execution
Run extractions in parallel, queue large batches, and stream results as they’re ready for low-latency workflows.
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