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How AI Augments Intelligent Document Processing Without Replacing It

By Dick Weisinger

AI has made Intelligent Document Processing sound almost effortless, but the reality is much more nuanced. What AI brings to the table is sharper pattern recognition, layout awareness, and the ability to tag documents by meaning, not just by words.…

The Hidden Gold in Engineering Docs: Mining Meaning from the Mess

By Dick Weisinger

Engineering documentation is full of data that rarely sees the light of day. Hidden in drawings, specifications, or scanned forms are part numbers, material tolerances, compliance indicators, and small annotations that represent years of accumulated tribal knowledge. Most organizations store…

Why Intelligent Document Processing Isn’t as Easy as It Sounds

By Dick Weisinger

For decades, anyone dealing with documents has dreamed of the day software could read and understand them as easily as a person. Intelligent Document Processing, or IDP, is supposed to make that dream real. The problem is, documents are messy.…

AI Doesn’t Replace Search — It Rides on Top of It

By Dick Weisinger

Artificial intelligence often steals the spotlight, but behind every impressive answer it gives lies something older and essential: search. If AI is a GPS, then indexed search is the map it depends on. Without that structured foundation, there’s nowhere for…

Metadata vs Full Text: Who Really Knows What You Mean?

By Dick Weisinger

Imagine two detectives on a case: one scans every word of every document, hoping to spot hints or patterns, while the other relies on carefully chosen evidence and keywords. In the world of enterprise search, full-text search and metadata indexing…