S 2 _ 1 _ 1 S k w i z . p p t x ok to publish
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The document discusses different approaches to automating document processing, including generative AI and machine learning (ML) based information discovery and processing (IDP). It notes that while generative AI can provide rapid results for simple cases, ML-based IDP performs better on complex cases but requires more time and data for training. The solution presented combines generative AI and supervised ML models to quickly create extraction models using AI and then transition to more powerful supervised models over time for maximum performance.
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S 2 _ 1 _ 1 S k w i z . p p t x ok to publish
- 1. Squeeze data from any document within minutes
- 2. SKWIZ - Manual document processing is a thing of the past! “Manual document processing slows down business processes”
- 3. SKWIZ - Manual document processing is a thing of the past! Resulting in : - unsatisfied customers - higher operating costs - Staff turn over - etc
- 4. AI to the rescue ! Generative AI Good base quality Rapid results, cheaper Works well on simple or new cases ML based IDP Proven quality on complex cases Controllable
- 5. The reality is not that easy Generative AI Doesn’t work well on complex cases Subject to hallucinations Lack of control on the performance Secured Controllable Proven quality on complex cases ML based IDP Needs a lot of examples Long projects with questionable ROI Requires expert skills to maintain X X X X X X
- 6. 90% Documents automatically encoded 830k Documents and emails processed each month 40+ Document types readily available Flexible and rapidly deployable IDP solution combining generative AI and supervised models.
- 7. Split Including tables Classify Extract metadata Human validation if necessary ✓
- 8. Transition to production of a new document in just a few minutes. Create your extraction models easily and quickly thanks to Generative AI.
- 9. Then Ultra-fast creation of supervised AI models. Over time, the increasing power of supervised AI takes the lead, for maximum performance.
- 10. GENERATIVE AI FOR EASY AND FLEXIBLE Document Processing Experience the future of document processing with 1000 free pages skwiz.ai
Editor's Notes
- …. That require armies of people processing them It’s been a couple of years now that we’ve been asked to solve that problem by our customers As technological innovators, specialized in AI and software development, we could not let that happen anymore.
- …. That require armies of people processing them It’s been a couple of years now that we’ve been asked to solve that problem by our customers As technological innovators, specialized in AI and software development, we could not let that happen anymore.
- Autmatisation de document soin de santé, pour le projet GedIn> Taux de succès important, la relation se passe bien.
- Autmatisation de document soin de santé, pour le projet GedIn> Taux de succès important, la relation se passe bien.
- Autmatisation de document soin de santé, pour le projet GedIn> Taux de succès important, la relation se passe bien.