Explanations and examples
Product pages and research notes explain our work. They do not establish customer use or replace an assessment in your organisation.
Understanding examples
From a demo to customer evidence.
A demo shows a specific process. Customer evidence requires documented work under known conditions. This page describes our approach; it contains no verified customer success stories.
One specific process
A demo covers the task and data shown. It makes no promise about results under different conditions.
Documented use
The work and its conditions must be documented. We also need permission from those involved before sharing it.
What did not work
Failed attempts are part of the result. Disproved assumptions and actions that were not allowed matter too.
Include alternatives
Where a comparison test exists, the other solution’s result matters too. We publish no new test results or performance figures here.
Review before sharing
We check which documents address the question and may be shared. We distinguish observations from the conclusions drawn from them.
From source to result
Check a result step by step.
These are the questions we ask. Not every example answers all of them yet.
Documents
Which source?
Which documents or data were used, and when were they recorded?
Task
Which task?
What was the AI asked to do, who was responsible and what limits were agreed?
Work
Which steps?
What was actually done, and where was information or permission missing?
Result
What was produced?
The output itself needs to be available, such as the report produced.
Review
Who reviewed it?
Who approved the result? Which questions remain unresolved?
Name sources
Check approvals
Protect data
Show limits
Review results
More detail on request
What would you like to check?
Possible topics
Analytics / research
Reviewing documents about antibiotic resistance. Such an example does not establish medical effectiveness, secured funding or successful implementation.
Employee / Valtis
Recurring work in property management. Each action needs a separate check for authorisation and readiness for production use.
Shared foundation
We check how sources and earlier agreements inform the work in each example. Human approvals need the same scrutiny.
Limits of the evidence
Confidential data
We do not publish raw internal records or customer data. Sensitive details must be protected before sharing.
Use in practice
One successful run does not establish autonomous operation. It also proves neither readiness for every task nor professional authority.
Open questions
We label deductions and statements still under review as such. Unknowns remain unresolved.
The video and illustrations on this page explain the process. They are not evidence of customer use.
What would you like to find out? We can discuss which evidence is available and may be shared, including any gaps.