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June 30, 2026 · Operations

How to Timestamp Fraud Red Flags in Claims Footage for SIU Investigators

How SIU investigators pin fraud red flags to the exact frame in claims footage so the full context survives handoff to legal or law enforcement.

NS
Neha Sharma
Content and Collaboration Writer, PlayPause
Operations

An SIU investigator is three passes into a claimant's surveillance footage when something catches, a shadow that falls the wrong direction for the time of day the claim says it was shot, or a cut in the footage that's just a hair too clean for what's supposed to be one continuous take. That instinct, the "wait, go back" moment, is the whole job in a single second, and it's also the exact moment most investigation workflows fall apart, because writing "something looks off around the middle of the clip" into a case note is basically useless to the attorney who picks up the file eight months later and has no idea what you were looking at or why it mattered.

The Flag That Doesn't Survive the Handoff Isn't a Flag

Here's what we hear constantly from SIU teams: the investigator who first spots the red flag almost always has the sharpest read on it, because they were watching closely, comparing it against the claim narrative, maybe cross-referencing weather data or the claimant's stated schedule for that day. But that sharp read has a shelf life. By the time the file moves to legal, or gets referred to law enforcement, or lands in front of a different investigator covering for someone on leave, the original context has usually evaporated into a vague note that says "video looks suspicious, see minute 3-ish." A flag that can't be reconstructed by the next person to open the file isn't really a flag, it's a hunch that got written down, and hunches don't hold up in a fraud referral.

Context has a shelf life

A red flag noted without an exact frame, a screenshot, and a written reason is basically gone within a few months. Nobody remembers "suspicious around minute 3."

Why "Somewhere Around the Middle" Doesn't Work for Continuity Errors

Fraud red flags in footage are frequently continuity errors, the kind of thing film editors are trained to catch and claimants generally aren't thinking about at all. A shadow angle that doesn't match the claimed time of day. A prop, like a cane or a brace, that's present in one segment and missing in another with no explanation. A cut in the footage where the audio doesn't quite match the visual, suggesting the clip was trimmed or reassembled. These are exactly the kind of frame-level details that editors and cinematographers analyze constantly in their own work, and the discipline around continuity that outlets like StudioBinder's blog cover for production crews translates almost directly into what an SIU investigator needs to do when a claim looks staged. The difference is an investigator usually doesn't have editing software built for evidence review, they've got whatever generic media player came with the laptop, which makes marking an exact frame far harder than it should be.

1 in 8
SIU-flagged claims that ultimately reference a specific footage inconsistency
3-4
separate reviewers a flagged claim typically passes through before referral
6-9 months
how long a flagged file often sits before legal or law enforcement opens it

Building a Flag That Actually Carries Its Context Forward

A flag worth keeping needs three parts, and if any one of them is missing, the flag degrades the moment the original investigator moves to another case. It needs the exact frame or timecode, not a rough estimate. It needs a screenshot or clip reference tied to that frame, so nobody has to scrub through footage hunting for what was meant. And it needs a written note explaining why that frame matters, in plain language, written for someone who has zero context on the claim. Timecoded commenting handles the first two automatically, since the comment is pinned directly to the frame in question and the reviewer can see exactly what the investigator saw, at the exact second they saw it, rather than reconstructing it from a paragraph of description.

1Investigator spots an inconsistency and pins a comment to the exact frame
2Comment includes a plain-language note on what looks wrong and why
3Flag stays attached to that specific version of the footage, not a separate document
4Second reviewer or legal opens the same link and sees the identical frame and note
5Flag exports with full context if the claim moves to referral

Keeping the Flag Attached When the Footage Gets Re-Cut

One thing that quietly destroys a lot of fraud flags is version drift. The PI firm sends an updated cut of the surveillance, maybe stabilized or trimmed, and the flag that was pinned to frame 4:12 of the original file no longer lines up with anything in the new version because the timing shifted. If your SIU team is managing this across email threads and separate case notes, that misalignment usually goes unnoticed until someone in legal asks why the flagged frame doesn't show what the note describes. A workflow that keeps every cut of the footage tied to the same claim, with flags anchored to the specific version they were made on, avoids this entirely, and it's the same underlying discipline we cover in how claims teams review surveillance video without emailing raw files around the office, since version control and flag integrity are really the same problem wearing two different hats.

The old way

A flag lives in a case note that says "something looked off," disconnected from the actual frame, and gets lost the moment the footage gets re-cut.

With PlayPause

The flag is pinned to the exact frame on the exact version, with a screenshot and written context, and it travels intact through every handoff.

When the Footage Itself Might Be the Fraud

Sometimes the red flag isn't about the claimant's behavior at all, it's about the footage. Splice points that don't match the claimed camera setup, metadata that suggests the file was re-encoded after the date it was supposedly shot, audio that cuts out right before something that would have mattered. These are harder flags to write up because they require comparing multiple points in the video against each other, not just isolating one moment, and that's exactly the kind of side-by-side review that gets lost in an email chain where reviewers are working off different copies of the same file with no shared reference point.

This is where the ability to pin two or three separate comments to two or three separate frames, on the same footage, actually earns its keep. An investigator can mark the shadow angle at 1:04, then mark the same shadow at 6:40 later in the clip, and lay out in writing exactly why those two frames contradict each other given the sun's position at the claimed time of day. Try doing that over email and you end up attaching two screenshots, cropping them in some other program, and writing a paragraph trying to describe an angle comparison that would take five seconds to see if both frames were sitting side by side in the same review thread. We built this specifically because investigators told us the comparison itself, not just the individual flag, was the part that kept getting lost in translation.

Review_Cut_v4.mp4In Review
212160p · ProRes
00:34 / 02:18
SR
Sarah 0:34

Frame-accurate note, everyone sees the exact same thing.

In PlayPause, every comment is pinned to the exact frame, no more “which part?” email threads.

Training New Investigators on What a Flag Should Actually Look Like

There's a secondary benefit here that a lot of SIU managers don't think about until they're onboarding someone new: a library of well-documented flags, each one anchored to an exact frame with a clear explanation, becomes a genuinely useful training resource. A new investigator can scroll through past cases and see, in context, exactly what a shadow inconsistency looked like, or how a splice point revealed itself, instead of learning purely by osmosis over a couple of years shadowing a senior colleague. That kind of institutional memory tends to just evaporate when flags live scattered across individual case notes and nobody's inbox, but it compounds nicely when every flagged claim lives in one searchable, permissioned place.

By the time a flagged claim reaches outside counsel or a law enforcement liaison, the worst outcome is a summary memo that strips out the actual evidence and replaces it with someone's paraphrase of what they thought they saw. The catch here is that a summary, however well-written, is still one step removed from the source, and any competent defense attorney is going to ask to see the underlying footage and the exact basis for the flag anyway. Giving legal direct access to the same video review thread the investigator used, with every timestamped comment intact, sharing security enforced so only the people who need it can see it, and full multi-stakeholder access for whoever gets added to the file next, means nobody's working from a watered-down version of what was actually found.

A fraud flag without an exact frame attached is just a feeling somebody wrote down.

What a Clean Referral Package Actually Looks Like

We've seen SIU teams cut weeks off a referral timeline just by not having to reconstruct their own findings from memory before handing a case to legal. Instead of an investigator spending an afternoon re-watching footage to relocate the exact moments they flagged three months earlier, the referral package is already sitting there, every frame marked, every note attached, ready to export. That's not a small efficiency gain when a statute of limitations is part of the calculation, and it's the difference between a referral that lands with full evidentiary weight and one that arrives as a watered-down summary nobody can fully verify.

  • Exact frame or timecode for every flag, not an estimate
  • Screenshot or clip reference attached directly to the note
  • Flags anchored to the specific footage version they were made on
  • Full comment history exportable for legal or law enforcement
  • Permissioned access so the referral package doesn't leak beyond who needs it

Give Your SIU Team a Flag That Actually Holds Up

If your investigators are still writing "check around minute 3" into a case note and hoping it means something to whoever reads the file next, you're losing the sharpest part of their work the moment they move on to the next claim. PlayPause was built to keep frame-accurate flags, screenshots, and context attached to the footage itself, all the way through to referral, and it's worth seeing next to whatever patchwork of email and shared drives your SIU team is currently working around on PlayPause pricing. Contact PlayPause and we'll show your team what a fraud flag looks like when it's built to survive the handoff, and if your team is also cutting field visits out of the equation on the property side, how remote video inspections are replacing in-person adjuster visits walks through the same permissioned-review logic.

NS
Neha Sharma
Content and Collaboration Writer, PlayPause

Neha Sharma writes about content and collaboration for PlayPause. She focuses on feedback loops, remote review, and how distributed teams keep everyone aligned on the latest cut.

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