Alex Lipinski

Alex Lipinski

Training an LLM can be costly. RAG maximizes context and understanding.

How to Train an LLM for your Enterprise

Don’t. Leave full LLM training for Google, OpenAI, and Anthropic. Select a model; fine-tune only if it suits you; and improve results by limiting the scope of what the model sees with RAG. In our blog, the Document Data Crisis, we described that bad responses are not a model problem

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AI agents are suffering from a lack of context

The Data Context Crisis

AI Agents become more reliable when unstructured data is properly managed from capture to formatting for AI analysis and RAG.​ IDP provides structure to unstructured data.

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How to perform due diligence for intelligent document processing

Due diligence for IDP

What is due diligence for IDP and why is it important? Due diligence is the investigative process of vetting an investment or agreement to verify facts and make informed decisions. Good due diligence reduces risk and protects decision-makers from signing off on costly mistakes. With new intelligent document processing vendors

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IDP improves the access of unstructured data for analysis.

How IDP Boosts ELT & Lakehouse Analytics

Takeaways Data availability is catching up with document complexity. Intelligent Document Processing uses machine learning and natural language processing to catch what ETL and ELT methods can’t. IDP extracts data from documents at ingestion points and outputs structured data in popular formats that can include JSON, CSV, and XML. The

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Intelligent Data Automation for your IT Professionals

A war on too many fronts IT teams face challenges from every which way. Tides of new technology to vet and consider; increasingly complex and sophisticated security threats; an explosion of data volume; users connecting to systems from a mix of devices across the globe; and strict compliance regulations, standards,

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