Observatory index online 41.8781° N / 87.6298° W · Autonomous systems field index How we verify data →
AI WORKFLOWS / VERIFIABLE INPUTS

Use the Observatory with AI agents

Reusable prompts that require evidence labels, honest missing values and inspectable Observatory citations.

AI output still needs review

An agent can misread a page, omit a caveat or invent a connection. Require citations, open the linked records, and verify safety, legal, technical and investment-sensitive claims against primary sources.

PROMPT / 01

Compare machines

Using Robot Observatory as the source, compare [machine A] and [machine B]. Separate confirmed specifications from manufacturer claims and cite every Observatory profile used.
PROMPT / 02

Map a market

Map the [industry] robotics ecosystem: applications, leading machines, companies, enabling technologies, adoption constraints and current regulation. Use Observatory entity links as citations.
PROMPT / 03

Research briefing

Summarize the current state of [robotics topic] using Observatory research and company pages. Label what is demonstrated, deployed, reported and still experimental.
PROMPT / 04

Automation evaluation

For a [business/process], identify plausible automation applications, required technologies, operational constraints and questions to ask vendors. Do not recommend a purchase.

Ground an agent in the live index

Point the agent to the public Observatory domain and require it to retain provenance fields returned with each record.

https://robotobservatory.com
Open API documentation →
Observatory directory

Trace any path through the machine world.

Every profile connects to the companies, technologies, industries, research and news around it.

Machines

DronesRobotsHumanoidsAutonomous VehiclesMaritime SystemsSpace Robotics

Ecosystem

CompaniesTechnologiesComponentsIndustriesApplicationsPeople

Intelligence

DefenseResearchLabs & UniversitiesInvestingMarket IntelligenceRegulationHaberler

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