Data Validation for AI Model Training
A focused, hands-on workshop that teaches teams how to validate documents correctly within the Parashift Platform – including two expert-led quality reviews to ensure long-term success.
What is this training about?
This workshop provides a practical, streamlined introduction to document validation within the Parashift Platform for the training of AI models.
It is ideal for teams involved in model training and validation workflows, whether you are just getting started or want to standardize internal validation quality.
The training focuses on building a strong foundation and applying proven validation practices – with two structured follow-ups to ensure long-term success.
Format & Components
This training includes three key components:
1. Online Workshop (1.5 hours)
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Introduction to the Parashift Platform and validation interface
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Demonstration of key features and workflows
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Best practices for consistent, high-quality validation
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Hands-on exercises and live Q&A
2. Quality Check #1
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Review of your first 50 manually validated documents by a Parashift expert
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Includes individual feedback and recommendations in a 30-minute online meeting
3. Quality Check #2
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Follow-up validation review after going live in production
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Includes second feedback session and advanced optimization tips
Key Benefits
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Better model performance through smarter validation:The quality of your data validation directly impacts the accuracy and learning speed of your extraction models.
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Higher automation rates over time: Clean, well-labeled validation data helps the platform distinguish edge cases from patterns – leading to more confident automation.
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Faster training cycles, fewer surprises: Well-prepared data minimizes feedback loops and accelerates model convergence.
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Reduced reliance on manual corrections:With stronger models, the need for downstream validation and corrections decreases significantly – saving time and cost.
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Scalable improvement, not short-term patching: Effective validation doesn’t just fix today’s errors – it teaches the model to avoid them in the future.
Who is it for?
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Project teams preparing for go-live
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Users responsible for model training and validation
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Key users or admins overseeing document accuracy
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Integration or operations teams supporting the workflow
Registration & Contact
Interested in booking this training or have specific questions?
Reach out to us directly at professional-services@parashift.io – we’re happy to help you get started!