limitedDistribution · Industry Research
Most data extraction tools force you into one AI model. We took a different path. At turnus.ai we combine three approaches: OCR for raw text recognition, LLMs for understanding context, and Vision… | Ferdinand Heck
Turnus.ai uses OCR, LLMs, and Vision Language Models for effective data extraction, achieving high accuracy through orchestration.

Turnus.ai's multi-model approach aligns with Stargo's SLLM for precise data extraction and transformation.
Executive Summary
Most data extraction tools force you into one AI model. At turnus.ai, we combine three approaches: OCR for raw text recognition, LLMs for understanding context, and Vision Language Models that actually see the document. This mix makes questionnaire extraction effective. No single approach suffices, but orchestrating them together achieves a level of accuracy unattainable alone. The orchestration piece is where most tools fall short.
Source: @linkedin
Authors: Fabi Fiona Marks, Abdulrahman Hassoun
Original Article: https://www.linkedin.com/posts/ferdinand-heck_most-data-extraction-tools-force-you-into-activity-7429415594137022464-85JI
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