10 to 14 Interviews a Day: The Documentation Burden Stealing Investigative Time

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An investigator told me recently that he handles 10 to 14 interviews a day. Not in a week. In a day.

Think about what that actually means. Every interview is recorded. Every interview contains names, timelines, contradictions, admissions, and details that may matter later. And after each one, he still has to go back, rewatch the recording, take notes, pull quotes, and write up what matters for the case file.

The interview already happened. The information is already there. But the investigator still has to spend hours replaying conversations just to turn them into usable documentation.

That is not investigation work. That is administrative work.

Most agencies do not have a shortage of things to investigate. They have a shortage of time. Investigators are asked to carry heavier caseloads, move faster, document more thoroughly, and be ready for scrutiny from supervisors, prosecutors, defense counsel, and the public. The standard for documentation keeps rising. The number of hours in a shift does not.

So when a skilled investigator spends a large part of the day acting as a transcription service, the real cost is not just frustration. The real cost is less time spent following leads, finding connections, preparing for the next interview, and building a stronger case.

The hidden workload after the interview

People outside investigations often assume the hard part is the interview itself. And yes, conducting a good interview takes skill. It requires preparation, listening, judgment, and the ability to adjust in real time. But once the room clears, another layer of work begins.

Someone has to review the recording. Someone has to identify what matters. Someone has to pull out key statements, note changes in the story, document times and locations, capture named associates, and flag details that connect to other evidence. Then all of that has to be written clearly enough to support the case later.

When an investigator is handling interview after interview, that review burden stacks up fast. Even a relatively short interview can take much longer to process once you account for replaying sections, pausing to type, rewinding to confirm wording, and organizing the notes into a format the case file can actually use.

Now multiply that by 10 or 14.

This is where agencies quietly lose capacity. Not because investigators are not working hard enough. Quite the opposite. They are doing work that absolutely has to get done, but it is work that pulls them away from the parts of the job that require their experience and judgment.

There is also a quality issue. After a long day of interviews, fatigue sets in. Notes get shorter. Important details can be missed. Follow-up questions that should have been scheduled for the next morning slip a day or two because the report is still not done. The case does not stall because nobody cares. It stalls because documentation consumed the time that should have gone to analysis and action.

That tradeoff is showing up in agencies everywhere. Investigators are doing exactly what is asked of them. The problem is that too much of the workload sits in the gap between recorded information and usable case documentation.

Investigators should be analyzing, not replaying recordings

There is a difference between work that requires an investigator and work that requires their time only because no better process exists.

Investigators should be spending their energy on things like:

• Following leads, deciding what needs attention now and what can wait.
• Finding connections, across interviews, calls for service, prior reports, digital evidence, and known associates.
• Testing credibility, comparing statements against known facts and other witness accounts.
• Preparing for the next step, whether that is another interview, a search warrant, a briefing, or a prosecutor meeting.

Those tasks depend on training and judgment. Rewatching a recording to capture a quote at minute 23:14 does not.

That does not mean documentation is unimportant. It is essential. Good case work depends on clear, accurate records. But there is a big difference between preserving information and forcing investigators to manually rebuild the same information from scratch after it has already been captured.

If the interview is recorded, the system should help turn that recording into something usable. It should help identify speakers, surface key facts, extract important statements, and organize those details in a way that supports a report. The investigator should still review and apply judgment. They should still decide what matters and how it fits the case. But they should not have to do every mechanical step by hand.

This is where practical AI can actually fit the workflow. Not by replacing investigative thinking. Not by making conclusions for the agency. By reducing the repetitive, time-heavy work that sits between the interview and the report.

Used the right way, that can mean faster summaries, easier quote retrieval, better consistency in documentation, and quicker identification of names, places, dates, and events discussed during the interview. It can also make it easier to compare statements across multiple interviews, especially in cases where facts shift over time or multiple subjects mention the same people and locations.

That is a meaningful difference. Not because it sounds modern, but because it gives time back to the people doing the job.

What better support actually looks like in practice

For most agencies, the question is not whether interviews need to be documented better. The question is whether the current process is sustainable.

If one investigator is handling double-digit interviews in a day, the answer is obvious. No matter how disciplined that investigator is, manual review and note-taking will eat up hours that should be spent moving the case forward.

Better support starts with a simple idea. Once information has been captured, the system should help make it usable.

In practical terms, that means tools should help investigators:

• Generate a first-pass summary of an interview so they are not starting with a blank page.
• Pull direct quotes quickly without repeated rewinding and scrubbing through video.
• Identify key entities such as people, locations, dates, vehicles, and organizations.
• Flag points that may matter later, including contradictions, admissions, or references to other incidents.
• Move information into the case file in a format that supports reports, review, and prosecution.

None of that removes the investigator from the process. It supports the process. That distinction matters, especially in law enforcement where documentation must stand up to review and scrutiny. The goal is not to automate judgment. The goal is to reduce the amount of time spent on repetitive steps that do not need a sworn investigator's full attention.

Agencies should also think about this as an operational issue, not just a convenience issue. When documentation becomes faster and more consistent, investigators can close the loop on interviews sooner. Leads get worked earlier. Supervisors get better visibility into case activity. Prosecutors get cleaner files. And investigators spend less time at the end of the day trying to reconstruct what they already heard hours ago.

That matters for morale too. People enter investigations to solve cases, not to spend their nights replaying recordings and typing notes from conversations they already conducted. The more of that burden you can remove, the more you protect the time and focus needed for actual investigative work.

The takeaway

If investigators are doing 10 to 14 interviews a day, the bottleneck is no longer capturing information. The bottleneck is turning that information into usable documentation.

Agencies cannot keep asking investigators to do more, document more, and move faster while leaving them with the same manual process after every interview. At some point, the tools have to help.

The practical step is straightforward. Look closely at how much investigator time is spent replaying recordings, typing notes, and building reports from information that already exists. If that number is high, that is not just paperwork. It is lost investigative capacity. And that is the part of the workflow worth fixing first.