Skip to content
RoboblackboxRuntime data recorder

The runtime data recorder for autonomous robot fleets

An independent record of autonomous robot fleet behavior.

Roboblackbox continuously records what the fleet publishes, giving operators a factual view of observed fleet behavior and preserving the same independent record for software changes, incidents, claims, and underwriting.

Raw fleet data stays on site · No software on the robots · No control path

AI-controlled robot fleet to independent evidenceAI-controlled robot fleet data flows to the Roboblackbox recorder and Independent record. Changes over time activates first, Incident evidence second, then the wider lower Fleet Safety Report card: Close approaches, Protective stops, Speed by zone, Commanded vs actual motion. Only data flow and output highlights animate; the robots and equipment remain still.

Day to day

Know how your fleet is behaving before an incident tells you.

The same continuous record gives operators a factual view of observed fleet behavior over time, and a way to see when an event becomes a pattern.

Ask the record.

  • How close do robots get to people?
  • Do robots do what they were told?
  • Where do safety stops concentrate?
  • What changed after a software update?
Roboblackbox / Fleet findingsPreview
Product preview · synthetic test data

Fleet findings

Product preview · synthetic test dataOpen full sample →

A single event tells you what happened once. The fleet report tells you whether it is becoming a pattern.

See what we measure →

How it works

This is the recorder.

A small, fanless appliance installed at the operator's site. It listens to the network the robot fleet already uses and records what the fleet publishes as it runs. The captured record is sealed as it arrives, so any later change is detectable.

Annotated recorder: passive capture, tamper-evident record, no control path, and raw data stays on site
The box is not the product. The independent record is.

Nothing is installed on the robots and nothing is sent to them.

Raw fleet telemetry stays on site unless the operator chooses to export it.

  1. 1 · PublishRobot fleet

    What the fleet publishes

  2. 2 · Capture & SealRoboblackbox

    Passive, on-site recording

  3. 3 · PreserveIndependent record

    Sealed source messages

  4. 4 · InterpretFleet Safety ReportIncident Report

    Findings trace back to source

After a change

See what changed after an update.

Robot fleets do not stay fixed after deployment. When software changes, operating rules change, or the operator makes a fix, the same continuous record shows what observable behavior followed.

Measure what changed instead of arguing about it.

Roboblackbox / Observed changesPreview
Sample Fleet Safety Report · synthetic data

Observed changes

Sample Fleet Safety Report · synthetic dataOpen full sample →

Note that before/after association is not proof of causation.

After an incident

Different questions. Same record.

Event: "On a Tuesday afternoon, a robot in aisle 7 came within half a metre of a worker and stopped. Nobody was hurt."

The floor leadwants to know why it got that close.

The insurerwants to know how often that happens.

The vendorsays the last update changed nothing.

All three could use the same Roboblackbox record.

Roboblackbox / Incident ReportPreview
Sample Incident Report · synthetic data

Incident Report

Sample Incident Report · synthetic dataOpen full sample →

When something happens, the record is already there.

Select the relevant window and reconstruct what the fleet published, in order, with capture scope, clock statements, completeness, and limitations stated alongside it.

The report only describes what the record shows. It does not determine fault, assess risk, or recommend action.

Evidence & provenance

Every finding leads back to the record.

Roboblackbox preserves the source record before deriving findings from it. A finding can point back to the sealed messages it came from, and the evidence package can be checked offline with the verifier we ship alongside it.

Record first. Interpret second.

Roboblackbox / Evidence viewerPreview
Evidence viewer preview · synthetic test data

Evidence viewer

Evidence viewer preview · synthetic test dataOpen full sample →

We separate what was observed from what was inferred.

The record still has limits:

Tamper-evidence proves that the captured record was not altered, but it cannot prove that the robot told the truth.

If a signal was not published, traffic was missed, or clocks were skewed, we cannot fix it, but we record the gaps and inconsistencies.

Observed
What the fleet published within the configured capture scope.
Derived
What was computed from captured messages.
Verified
The integrity of the captured record was checked.
Not established
What the record cannot support, including whether a sensor estimate matched physical reality.

Insurance

Bring the record.

Before a loss, the record supports underwriting. After a loss, it supports claims.

The same continuous record provides operational context for renewal, loss-control review, claims investigation, and subrogation.

We report behaviour; carriers set rates.

A review record.

Independent runtime evidence for underwriting, renewal, loss-control review, claims, and subrogation.

Roboblackbox / Exposure reportPreview
Sample Fleet Safety Report · synthetic data

Exposure report

Sample Fleet Safety Report · synthetic dataOpen full sample →

An evidence layer for physical AI.

We are looking to start with autonomous robot fleets that are operating in warehouses, factories, and logistics sites.

Work with us

Help define what matters.

We are looking to work with insurance teams and robot operators, to determine which observable behaviors actually change an operational, underwriting, or claims decision.

For operators

Keep your own record.

A continuous view of how your fleet is behaving, with the record already there when something goes wrong.

For insurance teams

Review the evidence.

Explore the evidence and report format with us for underwriting, renewal, and claims decisions.