Investigation software for spacecraft operations

Investigate unusual telemetry with the context already assembled.

Asteriox brings telemetry changes, command history, operational activity and evidence into one investigation workspace—helping spacecraft operators move from an unusual event to a first assessment faster.

Read-only Evidence-first Operator-led
INVESTIGATION / DEMO-INV-084ILLUSTRATIVE PRODUCT INTERFACE · NOT GENUINE MISSION TELEMETRY
ASTERIOX
INVESTIGATIONDEMO-INV-084
Illustrative case
Open demo
SourceIllustrative fixture · not ESA data
Event interval14:21—14:47 UTC
Affected channelCH_084
Data coverage24h before · 30m after
Candidate event—not a diagnosis
01 / WHAT CHANGED?

Primary event telemetry

3 hour preview
CH_084Anonymised telemetry channel
Telemetry Event
3.22.72.2
13:1514:0014:3015:15
BEFORE2.14median
DURING3.03median
AFTER2.31median

Median increased by 0.89 during the selected event.

02 / WHAT ELSE CHANGED?Co-changing telemetry
4 illustrative channels ranked
01
CH_291Large median shift relative to baseline
WHY SHOWN4.7× baseline MAD
03 / WHAT WAS HAPPENING?Operational timeline

The investigation gap

An alert is only the beginning.

Existing monitoring systems can surface unusual behaviour. The difficult question is what happened around it. Asteriox is designed to reduce the manual context assembly between alert and assessment.

  1. 01Event surfaced
  2. 02Telemetry assembled
  3. 03Context aligned
  4. 04Operator investigates
  5. 05Assessment recorded

One investigation workspace

The first assessment, prepared.

Start from the event already surfaced by an alarm, limit check, test result or operator—and assemble the evidence around it.

01

Understand the change

Compare affected telemetry before, during and after the event with an explicit baseline and transparent statistics.

02

Surface surrounding behaviour

Find co-changing telemetry across the same period, with a clear explanation for why each channel was surfaced.

03

Reconstruct operational context

Align commands, mode changes, mission activity and data gaps against the telemetry event on one timeline.

04

Preserve engineering judgement

Separate evidence from association and uncertainty before the operator records a first assessment.

Evidence-first design

Built for investigation, not black-box diagnosis.

Asteriox communicates uncertainty rather than manufacturing confidence. Every case keeps a visible line between what the data shows, what occurred nearby, and what cannot yet be concluded.

Observed ≠ associated ≠ causal.
01 / OBSERVED

Directly supported by available data

CH_084 median increased from 2.14 to 3.03 during the event.

02 / ASSOCIATION

Statistically or temporally nearby

CH_291 also changed during the supplied event window.

03 / UNKNOWN

Not established by current evidence

Physical relationships, operational context and root cause remain unknown.

Less hunting, more judgement

Reduce the work between alert and assessment.

CURRENT WORKFLOW

Context is assembled across tools.

Monitoring systemTelemetry viewerCommand historyOperational contextInvestigation record
WITH ASTERIOX

One prepared investigation case.

Monitoring systemAsteriox InvestigationOperator assessment

Designed to complement—not replace—the tools operators already use.

TelemetryCommandsMission context
AsterioxInvestigation layer
Prepared evidenceOperator

Integration posture

Keep your existing ground stack.

Mission-control and telemetry systems already ingest data, raise alarms, plot channels and execute commands. Asteriox is designed as a read-only investigation layer around that infrastructure.

  • Integrate incrementally
  • Preserve existing operations
  • Keep operators in control

Current development

Early product. Serious technical direction.

Asteriox is currently being developed around spacecraft-operations workflows. Public mission data is intended to support initial technical validation alongside operator discovery.

Asteriox is being developed as B2B spacecraft-operations software, beginning with bounded operator evaluations and pilots before progressing toward mission- and team-level software licensing.

We are looking to work with UK spacecraft operators, manufacturers and mission teams on a bounded historical, test, commissioning or simulated investigation case.

Discuss a design partnership
ACTIVELY BUILDING
Current focus
Unusual telemetry investigation
Validation path
Bounded operator cases
Operating model
Read-only, human in the loop
Based in
United Kingdom

Technical foundation

Built around evidence, not infrastructure theatre.

Structured telemetry, operational context and robust statistical analysis form the foundation. AI is introduced where it can stay grounded in trusted evidence and provide measurable utility.

Read-only by design

The initial operational surface is investigation—not spacecraft commanding.

Transparent analysis

Statistical signals stay inspectable, with baselines and reasons made explicit.

Structured context

Telemetry, commands and operational activity are aligned around one case.

Human in the loop

The software prepares evidence. The operator makes the engineering judgement.

The founder

Jude Nimo

Founder, Asteriox AI

Asteriox is founded by Jude Nimo, a UK-based computing and mathematics student and spacecraft software engineer. He is building Asteriox through direct spacecraft-operations research, operator discovery and rapid technical prototyping.

Asteriox is currently founder-led. The near-term goal is to prove a useful telemetry-investigation workflow with spacecraft operators before expanding the product or team.

Talk to Asteriox

Investigating spacecraft telemetry shouldn't start with hunting for context.

If your team investigates unusual telemetry in operations, testing or commissioning, we'd value the conversation.