Stavanger / Norway / Earth

The Canadarm2 robotic manipulator above Earth in low orbit

Independent research and engineering house

Build
the future.

Research and engineering where AI and software meet physical machines—
from the abyss to deep space.

Inspect current work

Frame 01 / Orbital robotics

ISS-44 Canadarm2 · NASA · Public domain

Robotic manipulator / Low Earth orbit / 2015

01 / Operating model

Research / System / Operation / Venture

Research becomes
a working system.

The work starts with evidence and a decision. The first build is judged by what it proves, then by cost, safety, supply, and support.

  1. Research01

    Name the decision.

    Map the evidence, mechanism, unknowns, and first failure before choosing what to build.

    EVIDENCE / MECHANISM / INVALIDATOR

  2. Systems02

    Build the test.

    Combine electronics, mechanics, software, AI, and control only where the question requires them.

    EE / ME / SW / AI / CONTROL

  3. Operations03

    Measure the burden.

    Check safety, supply, deployment, cost, support, and lifecycle beyond the prototype.

    FIELD / SAFETY / SUPPLY / COST

  4. Ventures04

    Test a market.

    Form a focused business only when a working system has earned a commercial test.

    PRODUCT / CUSTOMER / ECONOMICS

02 / Current work

Technology / Working example / Claim boundary

Current systems and working examples.

Each row separates the technical work from the prototype, venture, or open build used to test it.

  1. System / 01

    Manufacturable AI assets

    REFERENCE MASK / SAFE AREA / PRINT BLEED / ASSET QA

    World Patches

    59-ASSET CASE / MANUAL QA

  2. System / 02

    Electrical validation

    DATASHEET / COMPONENT CONTRACT / VALIDATORS / REVIEW PACKAGE

    PCB harness

    TESTED BUILD / 07 VALIDATORS

  3. System / 03

    Vision teleoperation

    HAND LANDMARKS / EXPIRING INTENT / SUPERVISOR / LOCAL SAFETY BOUNDARY

    Teleoperation control bench

    TESTED BENCH / SIMULATED LINK

  4. System / 04

    Knowledge graph systems

    DOCUMENTS / ENTITIES / GRAPH INSPECTION / NATURAL-LANGUAGE QUERY

    GraphRAG Workbench

    LIVE SYSTEM / OPEN SOURCE

    (opens in a new tab)

03 / Technical decisions

Evidence before commitment

What needs
to be true?

Send the decision and the evidence already in hand. The next step is the smallest test that could change the answer.

Email Lyon Industries

  1. 01 / Decision

    Which decision needs evidence?

  2. 02 / Evidence

    What is already known?

  3. 03 / Failure

    What breaks first?

  4. 04 / Test

    What can be checked next?