Start with a bounded example

The website walkthrough uses three short supplier briefs written for the demonstration. The companies and terms are fictional. Visitors choose a question and inspect a prepared report; no live browsing or model inference runs in this example.

Make the evidence reachable

Every finding links to the supplier brief that supports it. The report keeps the scope of each claim intact: a trial for a hosted edition is not automatically a trial for a private installation. The downloadable report includes the same source text.

Keep missing information visible

A brief that says nothing about private deployment does not prove that private deployment is unavailable. The sample report treats that as a question to verify. This distinction is part of the interface, rather than a footnote after the conclusion.

What this example establishes

The walkthrough demonstrates an interface for exploring findings and sources. It does not establish the accuracy, coverage, speed, or cost of a production research engine. Those need separate evaluation using representative questions and real sources.

Explore the example

Try the research walkthrough and inspect the sample sources yourself.

Further reading

NIST AI Risk Management Framework covers evaluation and operational risk. OWASP’s prompt injection guidance explains untrusted inputs and permission boundaries.

An AIS Lab editorial perspective. Architecture and operating choices depend on the requirements of each application.