Tech Support : support@safience.io

That difference is not a setting. It is the reason this page exists, and it is the reason the numbers below look the way they do.

The month in full

What happened in August

From image to alert

August 2026
Image comparisons against UMbRA and X-LST 155,254
Algorithmic matches sent to the RAC 11,640
Left the pipeline
From locations not yet calling out alerts, no human review 8,538
Human reviewed by trained RAC analysts 3,102
Human rejected 1,908
Human confirmed, plus independent 1:1 verification 1,194
Alerts sent, met authorized relevance criteria 84
Felony warrants 76
Pipeline stage Left the pipeline Reached a person outside the RAC Bar lengths are logarithmic.
August 2026. Every stage reconciles. The 8,538 came from sensor locations still in setup and not yet issuing alerts.

A match is not an alert. Identity must be independently confirmed, and operational relevance must exist, before an alert is sent.

Two different failures

The two ways a candidate stops

A candidate match that reaches a Rapid Action Center analyst stops for one of two reasons, and they are not the same thing.

1,908 Times in August

Identity fails

The comparison does not hold. It is not the same person.

1,110 Times in August

Relevance fails

It is exactly the person the system thought it was, and that person is not in any category the operator asked to hear about.

The second one is the one worth sitting with. Those were correct identifications. A trained analyst confirmed them, an independent algorithm confirmed them, and then nothing happened and the record was gone.

Being identifiable is not a reason to be reported.

Four questions

What the analyst actually checks

Human review is not a rubber stamp on a confidence score. An analyst trained in one-to-one face comparison examines each candidate against four questions before anything moves.

01
Is it the same person?

A one-to-one comparison performed by a person, not a threshold. An independent algorithm runs its own comparison separately. An alert requires that all of them agree.

02
Is the image good enough to say so?

Pose, lighting, occlusion, and resolution all constrain what a comparison can support. An image that cannot support a confident answer does not get one.

03
Is this person in an authorized category?

The five criteria, below. If the answer is no, the review ends here regardless of how certain the identification was.

04
Is the record current?

A warrant that was cleared last week is not a warrant. Records sync continuously from the originating agencies, and the check happens against what the agency holds now, not what it held when the sensor was installed.

The authorized list

The five criteria

An alert issues only when a confirmed identification also meets one of these.

  1. Felony warrants
  2. BOLOs
  3. Missing persons
  4. Absconded sex offenders
The operator’s own scope

Their X-LST, plus crimes of concern selected during setup.

The first four come from law enforcement records and are the same everywhere. The fifth is whatever the operator chose for itself. So the accurate description is four law-enforcement categories plus the scope you chose, and nothing outside them produces an alert no matter who the system recognizes.

Data minimization

There is no “tell me everything” setting

Every deployment starts with a setup conversation where the operator picks their crimes of concern from a defined list. There is no option to select all of them. We do not offer one.

Most operators come into that meeting asking for more than they need. A fair part of our job is talking them back down, and we do it in nearly every deployment.

Not because we cannot deliver it. Because every category you add is a category you will get alerts on, and an alert you did not need is a person stopped for no reason, a record you now have to explain to somebody, and a liability you built for yourself.

The rule we hold to

The safest data is the data you never asked for.

Retention

What gets deleted, and when

An image that does not produce an alert is discarded at the point of comparison. Not anonymized, not aggregated, not retained under a schedule with a deletion date attached.

In August, 155,254 images were compared against the gallery and 84 produced an alert. The other 155,170 left no encounter record. If someone asked us tomorrow who passed a given sensor last month, we could describe the alerts and nothing else. We would not be withholding it. It was never written down.

An image that does not produce an alert

Four steps, then nothing
  1. 01
    Image captured

    A single frame at a sensor-equipped entry point. No live video, no continuous recording.

  2. 02
    Compared against the gallery

    One comparison against law-enforcement records and the operator’s own list.

  3. 03
    Result returned

    Either the comparison reaches a Rapid Action Center analyst, or it does not.

  4. 04
    Image discarded

    Not anonymized, not aggregated, not queued for a retention schedule.

    Nothing continues past this point

Three layers, and they are different things:

Permanent

The gallery

A standing law-enforcement-sourced reference database. It is permanent, and it exists whether or not a single sensor is installed anywhere. Sensors never build it or feed it. They only ask it questions.

Deleted

Sensor traffic

The images compared against that gallery. Deleted, because there was no reason to keep them.

Retained

Alerts

Retained, as the audit record of what was provided to whom.

We do not claim to hold no data. We hold tens of millions of law enforcement records, and we say so on the provenance page. What we hold no record of is the encounter.

The number nobody publishes

Why we publish the least flattering number

The rejection count is the number a vendor would normally bury. Twenty-two candidates stopped for every alert that reached anyone.

It is the only honest evidence that a person is actually checking. A system with no human in the loop cannot produce this number at all, which is worth remembering when you are comparing one to ours.

August ratio

22 candidates stopped for every alert that reached anyone.

3,102 reviewed by a person. 84 alerts sent.

August 2026 Data Dossier

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