Adobe presented two enterprise features in early September: a knowledge source that answers questions from curated document collections with citations, and an analysis function that extracts structured data from thousands of similar documents, such as renewal dates in contracts. Both are tied to the enterprise edition of the product.

The underlying problem is familiar to almost every mid-sized company. Alongside the maintained data in the business system sits a second set: contracts in a file store, agreements attached to an email, inspection reports as scans. That set is often larger than the first and invisible to any reporting.

Two points decide whether this pays off, and neither is technical. First, the filing. Where the same contract exists three times in slightly different versions, an analysis produces three truths, each with a citation. Second, the feedback loop. A renewal date in a table is information. The same date as a task on the customer record in the business system is an event that reaches someone. No document tool supplies that step, and it decides whether a process actually improves or the company simply owns one more spreadsheet.