Select a name to see it on the map. Open a profile to see every fact and source.
What the source marks mean Each mark shows what kind of source backs a fact. Open the fact to read the source, the date it was checked and any conditions.
The provider's own documentation supports this fact, for the product, plan and date stated.
The provider says this, for example on a marketing page. Read the linked source and its conditions before you rely on it. ETHORITY's assessment, based on the linked sources.
An independent source supports this one fact, within the scope stated. Check the other facts separately. Figures marked 'Scenario' are calculated from stated assumptions. Results measured in practice are shown separately.
Industrial Copilot Siemens · Product
Selected Manufacturing & Industrial AI assistants that write and debug automation code, help maintenance staff troubleshoot machines in a chat, and build digital twins of plants.
Where the copilots run … ○ Limitations and human r… ◐ Industrial Copilot
Siemens · Product
Facts, sources and conditions AI assistants that write and debug automation code, help maintenance staff troubleshoot machines in a chat, and build digital twins of plants.
Where it sits on the map · 1 · 1 Automation engineering (PLC code), maintenance and fault finding on the shop floor, plant planning and simulation. Siemens cites a 24/7 maintenance chatbot at its Electronics Factory Erlangen.
Where the copilots run and where data is processed is not stated; for the Teamcenter use Siemens names “Azure AI capabilities”.
No certificates are named on the pages reviewed.
The source describes industrial security and data-protection requirements generally.
Limitations and human review steps are not described on the page.
An open “general-purpose robot foundation model”, shown on laundry folding, table bussing and box assembly.
The reviewed release an… ◐ Open release; no servic… ○ Self-hosted; licence sh… ● π0
Physical Intelligence · Model
Facts, sources and conditions An open “general-purpose robot foundation model”, shown on laundry folding, table bussing and box assembly.
Where it sits on the map · 1 · 2 Research and prototyping of flexible handling tasks by robotics teams.
ETHORITY analysis
Open release; no service pricing.
Stated by the provider
Open release; no price.
Stated by the provider
Self-hosted; licence shown in the repository: Apache-2.0.
Self-hosted; your data stays with you unless you share it.
ETHORITY analysis
Not applicable to an open research model; safety validation for a robot cell is the integrator’s responsibility.
Stated by the provider
The reviewed release and repository do not establish production support or certification for a customer deployment. Check each model/checkpoint licence separately from repository code.
Documented limitations The reviewed release and repository do not establish production support or certification for a customer deployment. Check each model/checkpoint licence separately from repository code.
Instrumental Instrumental · Product
Manufacturing & Industrial AI visual inspection and analysis for electronics and assembly lines: an image record of every unit and AI that traces defects to their cause.
Custom quote that scale… ● Can be self-hosted in y… ● Instrumental
Instrumental · Product
Facts, sources and conditions AI visual inspection and analysis for electronics and assembly lines: an image record of every unit and AI that traces defects to their cause.
Where it sits on the map · 1 · 1 Electronics and assembly lines; works with existing AOI and cobot cameras.
Custom quote that scales with factory signals (from 10 million) and images (from 10,000); base platform “Trace” plus annual add-on licences (Discover AI, Operate AI, Solve AI); stations available as a service.
Can be self-hosted in your own AWS environment; an ITAR-compliant GovCloud environment exists for aerospace and defence data. Regions are not stated.
The security page names ITAR compliance, annual independent penetration tests and shows a GDPR logo. SOC 2 and ISO 27001 are not stated.
Manufacturing & Industrial Sensors and AI that monitor machine condition and predict failures, plus AI for process optimisation.
Quote-based (“Get a quo… ● Facts, sources and conditions Sensors and AI that monitor machine condition and predict failures, plus AI for process optimisation.
Where it sits on the map · 1 · 1 Plants where unplanned machine failure is costly; Augury describes its product as machine diagnostics “to predict and prevent industrial machine failure”.
ETHORITY analysis
Quote-based (“Get a quote today”); plans and units not published.
The trust centre names ISO 27001:2022, ISO 9001:2015, ISO 80079-34 for explosion protection and EN 18031-1:2024. Confirm the applicable product and certificate scope.
Manufacturing & Industrial An industrial data platform that connects plant data from many systems, and a low-code workbench for industrial AI agents.
“Any cloud, any data, a… ○ Facts, sources and conditions An industrial data platform that connects plant data from many systems, and a low-code workbench for industrial AI agents.
Where it sits on the map · 1 · 1 Companies with many plants and systems whose operational data must first be connected; Cognite’s security page addresses NERC CIP (power utilities) and GxP (pharma).
ETHORITY analysis
“Any cloud, any data, any LLM”; partners named: Microsoft, AWS, NVIDIA. Regions are not stated.
Cognite names ISO 27001, ISO 9001, ISO 27018, SOC Type 2 and Type 3 (Security), plus support for NIST CSF, IEC 62443, NERC CIP v5 and GxP. CSA STAR Level 1 is a self-assessment; reports are offered to prospects.
NR NEURA Robotics NEURA Robotics · Product
Manufacturing & Industrial “Cognitive” robots: the 4NE1 humanoid and 4NE1 Mini, the MiPA assistant, a quadruped and the cobots MAiRA, LARA and MAV, with the Neuraverse platform and its own AI “AURA”.
Products can be reserve… ○ NR NEURA Robotics
NEURA Robotics · Product
Facts, sources and conditions “Cognitive” robots: the 4NE1 humanoid and 4NE1 Mini, the MiPA assistant, a quadruped and the cobots MAiRA, LARA and MAV, with the Neuraverse platform and its own AI “AURA”.
Where it sits on the map · 1 · 1 Collaborative handling and assembly with cobots; humanoids are an emerging option.
ETHORITY analysis
Products can be reserved (“Reserve Now”); terms are not stated.
An ISO 9001:2015 certificate (quality management) is linked. Robot safety certifications (e.g. ISO 10218, CE) are not stated.
Computing hardware and software platforms that others use to build digital twins, simulate robots and run vision AI in factories.
Products run on custome… ◐ Facts, sources and conditions Computing hardware and software platforms that others use to build digital twins, simulate robots and run vision AI in factories.
Where it sits on the map · 1 · 2 Building blocks for integrators and in-house teams, not finished factory applications.
ETHORITY analysis
Products run on customer hardware or in the cloud; specifics depend on the product.
NVIDIA’s AI Trust Center lists ISO 27001, ISO 27701, SOC 2 and TISAX among others, without stating which products they cover.
Manufacturing & Industrial A company that builds general AI models for robots and an API (beta) to fine-tune and run them in the cloud on your own robots.
Cloud-hosted inference … ○ Physical Intelligence
Physical Intelligence · Provider
Facts, sources and conditions A company that builds general AI models for robots and an API (beta) to fine-tune and run them in the cloud on your own robots.
Where it sits on the map · 1 · 1 Robotics teams and integrators exploring flexible manipulation without programming every movement.
ETHORITY analysis
Cloud-hosted inference via the Pi API; π0 and π0-FAST weights and code were released (Feb 2025).
No certificates are named on the pages reviewed.
Agile Robots Agile Robots · Product
Manufacturing & Industrial Robots “from humanoids to robotic arms”: Agile ONE, Diana 7, the Thor series, Agile Hand and the AgileCore platform.
Agile Robots
Agile Robots · Product
Facts, sources and conditions Robots “from humanoids to robotic arms”: Agile ONE, Diana 7, the Thor series, Agile Hand and the AgileCore platform.
Where it sits on the map · 1 · 1 Industrial automation with robot arms, robotic hands and humanoids, according to the product range named on the site.
ETHORITY analysis
No safety evidence is named on the pages reviewed (e.g. EU declaration of conformity/CE marking, conformity with ISO 10218).
Manufacturing & Industrial A general-purpose humanoid robot (Figure 03) with its own AI, Helix. The pages read focus on household use.
Hardware product; not a… ○ Facts, sources and conditions A general-purpose humanoid robot (Figure 03) with its own AI, Helix. The pages read focus on household use.
Where it sits on the map · 1 · 1 Hardware product; not applicable.
Stated by the provider
No safety certifications stated on the pages reviewed.
Sight Machine Sight Machine · Product
Manufacturing & Industrial Software that maps a plant into one structured data model and publishes production insights to AI agents (as an MCP server).
Sight Machine
Sight Machine · Product
Facts, sources and conditions Software that maps a plant into one structured data model and publishes production insights to AI agents (as an MCP server).
Where it sits on the map · 1 · 1 Manufacturers that want plant-wide production data usable by analytics and AI assistants.
ETHORITY analysis
No certifications listed and no security or trust page linked on the pages reviewed.
Manufacturing & Industrial Predictive maintenance for vehicle fleets: products Fleet, Defense, Tires and custom software, with sensor analytics, remote diagnostics and a mixed-fleet data hub.
Facts, sources and conditions Predictive maintenance for vehicle fleets: products Fleet, Defense, Tires and custom software, with sensor analytics, remote diagnostics and a mixed-fleet data hub.
Where it sits on the map · 1 · 1 Fleet maintenance: earlier failure detection and more uptime (Uptake’s focus per the homepage).
A SOC 2 page states adherence to “SOC 2 Type IT standards” (sic; type unclear); scope and audit date are not stated.
