The scenario
A short video of a serving official saying something inflammatory appears on messaging platforms the night before polling. It is already at scale by the time it is reported. The office denies it. A decision has to be made in hours, on material that has been re-encoded by every platform it passed through.
Why it is difficult
The timeline is measured in hours
The window in which a finding still changes anything is very short. An examination that takes a week is an academic exercise.
Volume, not depth, is the first problem
During an incident the inbound queue is hundreds of items, most of which are genuine, mislabelled, or old footage recirculated. The scarce resource is examiner attention, and it has to be pointed at the right exhibits.
Platform redistribution destroys evidence
By the time a clip is reported it has been re-encoded repeatedly. Detection accuracy falls sharply on exactly the material that matters most, and a tool that hides that fact will produce confident nonsense under deadline.
How Exiphore approaches it
Triage profile for volume
A fast profile runs cheap measurements across a large intake to rank what deserves a full examination. Nothing is cleared on a triage pass — it only orders the queue.
Quality ceiling stated up front
Each exhibit's recoverable evidence is assessed before analysis, and that caps how confident any finding can be. Under deadline this is the single most useful property: it tells a commander how much weight the result can carry.
Campaign linking
Coordinated operations reuse tooling. Exhibits sharing production characteristics surface together, which converts a flood of individual clips into a small number of sources worth pursuing.
Findings a spokesperson can use
Reports state what was measured, what it indicates, and what it cannot establish — in language that survives being quoted, which matters when the response is public.
What this will not settle
- An inconclusive result on heavily redistributed media is common and is reported as such. It is not a failure of the examination; it is the honest state of the evidence.
- The platform assesses media. It does not assess the truth of a claim, the identity of an account, or the intent behind a post.
Bring us an exhibit you already know the answer to
The most useful demonstration is on your own material, from a closed case where the ground truth is settled.
Request a demoRelated use cases
Impersonation and payment fraud
A cloned executive authorises a transfer. A familiar voice calls a relative in distress. Examine the recording and preserve the source chain while it is still recoverable.
Evidentiary review and disclosure
Before an exhibit is tendered, establish what can and cannot be said about it — measurements, limitations, custody and signed reasoning as one sealed record.