A compliance officer is asked a question that sounds simple: is a particular obligation worded consistently across every client agreement the firm has signed in the last three years? The answer exists. It is sitting in a few hundred documents, spread across three systems, drafted by four teams who each had their own way of phrasing things. Finding it, confirming it, and being certain nothing was missed is most of a week’s work – assuming the deadline allows most of a week.
This is not a filing problem, and it is not a sign that anyone is doing their job badly. It is the predictable result of how business information is actually stored. Somewhere between 80% and 90% of enterprise data is unstructured – contracts, correspondence, policy documents, scanned files, reports – the kind that doesn’t sit in neat rows and columns and can’t be queried like a database[1]. The information is all there. It just can’t be read at the level of its content, compared across a large set of files, or analysed as a whole without a person opening each document and reading it.
Operations and compliance teams have quietly absorbed the cost of this. It has become part of the texture of the work – the background tax on managing large volumes of complex documentation. It is worth looking at what that tax actually amounts to.
What the searching costs
The cost is real, but it never appears as a line item, because it is spread thinly across everyone’s week. APQC, in a study of 982 knowledge workers, found that the average one spends only about 30 of their 40 working hours on productive work, losing a chunk of the rest to hunting down or requesting information that already exists somewhere in the organisation[2]. Run that against a team of experienced, well-paid professionals and the annual figure is uncomfortable – and it buys nothing. It is time spent locating information, not using it.
But the time lost to searching is the smaller half of the problem. The larger half is everything the organisation never gets to see at all.
What stays hidden when documents are read one at a time
When every document is reviewed in isolation, the only questions you can answer are the ones about that single document. The questions that matter most in operations and compliance are usually about the whole portfolio – and those go unanswered, because nobody has the time to read a thousand contracts side by side.
Contracts are the clearest example. World Commerce & Contracting estimates that the average business loses almost 9% of contract value each year to poor contract management, with firms in complex sectors losing 15% or more – value that leaks away through untracked obligations, missed renewals, and terms that quietly drift out of line[3]. Part of the reason it leaks is structural: contract-related data sits, on average, across 24 different systems, which makes tracking a single commitment across a portfolio nearly impossible[3]. An indemnity clause worded inconsistently across a category of supplier agreements, a cluster of renewals all falling in the same month, a regulatory term added to new contracts a year ago but never applied to the existing ones – none of these surfaces in a single-document review. Each is only visible when the whole set is read together.
The same pattern holds in compliance. Consumer Duty asks firms to evidence good outcomes across their customer base, not across a convenient sample of it – but a manual review can only ever sample. Inconsistent disclosures across a body of client communications, or a required document missing from a category of cases where it should be present, are exactly the kind of exposure a sampled review misses and a portfolio-wide analysis catches. And in insurance, reading a book of policies as one dataset rather than one file at a time is what surfaces coverage overlaps that generate premium with no matching risk transfer, or endorsements that have quietly built up a concentration of exposure no one assessed collectively.
None of this needs new information. It is all already in the documents. It simply can’t be seen while the documents are being read one at a time.
What an experienced eye already knows
We showed a way of doing this to a contracts manager who runs a large portfolio of complex commercial agreements. He is thorough and knows precisely where his time goes. He was quiet for a moment, then said it would pay for itself on the document-finding time alone – before he had even reached the analysis and comparison work that sits on top of it. What struck him most was the work he could finally do once the routine searching was off his plate: checking risk concentration across the entire portfolio, rather than the corner of it he currently has time to reach.
That reaction is the tell. The people closest to the documents tend to see the possibility fastest, because they are the ones paying the current cost most directly.
What changes when the whole portfolio can be read at once
The shift is not about buying more information. It is about making the information you already hold readable as a single body rather than a heap of individual files. That means reading each document, extracting the entities that matter – parties, dates, values, obligations, conditions – structuring them consistently, and connecting each document to the others it relates to, so the portfolio can be queried and analysed as one dataset. This is the work Dajon’s Data Intelligence Solution is built to do: it sits alongside the systems already in place, turning existing documents into a structured, searchable resource without asking anyone to rip out and replace what they have.
Once that layer exists, the week-long question becomes a few minutes. The sampled compliance check becomes a check across the full population. The anomaly that used to surface only when someone happened to open the right file gets flagged before it becomes an incident.
The answer was always there
The information operations and compliance teams spend their days chasing is already in the organisation, sitting in contracts, policies, correspondence and filings. What has been missing is the ability to read it all at once – to ask a question of the whole portfolio and get an answer while the answer is still useful. That is the gap worth closing, and it is a good deal smaller than the cost of leaving it open.
Dajon’s Data Intelligence Solution transforms document portfolios into structured, searchable, intelligent resources that operations and compliance teams can interrogate in real time. Get in touch to understand what your current document environment could be telling you that it currently isn’t.
References
- Possibilities and limitations of unstructured data Research World[↩]
- APQC Survey Finds One Quarter of Knowledge Workers’ Time is Lost Due to Productivity Drains APQC[↩]
- Contract Management Whitepaper, August 2025 World Commerce & Contracting[↩][↩]