Guided product examples
Guided product demonstrations show how an AI Twin answers from approved sources with citations, asks for clarification and declines questions outside its scope.
Product demonstration. Live AI Twins are listed below and on the homepage.
AI Twin owner
Independent consultant · governance reviews
Question
What do you do first when a review stalls?
Answer · within scope
Return to the decision rights. Findings rarely stall on evidence; they stall on who owns the next step.
Guided product example. Not a live AI Twin.
Interactive
AI Twin owner
Independent consultant · governance reviews
Question
How do you structure a supplier due diligence review?
Answer · within scope
Evidence requests are capped at ten suppliers. Three stages: a documented risk profile, a limited evidence request, then a written finding with owners and dates.
Guided product example. Not a live AI Twin.
Additional sequences
Guided product example, research
Answers generated by AIApproved sources
3 approved publications
Selected audience
Students and researchers
Question
What method did the published study use for sampling?
Answer · within scope
The study used repeated stratified sampling across three cohorts, and states the conditions under which the result should not be generalized.
Source
Approved source · updated 02 Apr 2026
Question
Can you write my literature review for me?
Declined · outside approved scope
That is outside what this AI Twin is for. It can explain and cite the published work, but it will not produce work presented as your own.
Guided product example, advisory
Answers generated by AIApproved sources
5 approved documents
Selected audience
Clients and prospective clients
Question
How long does a first review usually take?
Clarification requested
The approved material describes two review types with different durations. Do you mean the initial assessment, or the full review including remediation?
Question
What is included in the initial assessment?
Answer · within scope
A documented scope, a review of existing evidence, and a written finding with owners and dates. It is deliberately narrow so the findings can be verified.
Source
Approved source · updated 14 May 2026
Education and research
Researchers and educators use AI Twin to help people engage with publications, teaching materials, methods and professional experience through questions. Answers remain grounded in the sources the AI Twin owner approves.
Donatas AI
Anthropology and tribes in East Siberia
Anthropology and ethnographic research
“What methods did the fieldwork rely on?”
Ask this AI Twin
Prof. Dainius Puras AI
Mental health and human rights
Mental health policy and human rights
“What principles guide rights based mental health care?”
Ask this AI Twin
Jurate AI
Language, ideology and hate speech
Language, ideology and hate speech research
“How do you define hate speech in research terms?”
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Each AI Twin is published with its owner’s approval, answers from sources that owner approved and points back to the owner when a question falls outside its scope.
Eleanor AI
Fashion, IP and design strategy
Topics this AI Twin can discuss
Fashion, intellectual property and design strategy
“How do you approach a first IP review for a collection?”
This is an AI Twin. Answers are generated by AI from sources the owner approved, and the owner remains reachable.
Aleksandra AI
Risk management and insurance
Topics this AI Twin can discuss
Risk management and insurance practice
“What should a first risk assessment cover?”
This is an AI Twin. Answers are generated by AI from sources the owner approved, and the owner remains reachable.
Donatas AI
Anthropology and tribes in East Siberia
Topics this AI Twin can discuss
Anthropology and ethnographic research
“What methods did the fieldwork rely on?”
This is an AI Twin. Answers are generated by AI from sources the owner approved, and the owner remains reachable.
Shinya AI
HealthTech, blockchain and AI
Topics this AI Twin can discuss
Health technology, blockchain and AI
“How do you evaluate a HealthTech pilot?”
This is an AI Twin. Answers are generated by AI from sources the owner approved, and the owner remains reachable.
Jouko AI
Entrepreneurship, data and geopolitics
Topics this AI Twin can discuss
Entrepreneurship, personal data and geopolitics
“What is the stated position on data ownership?”
This is an AI Twin. Answers are generated by AI from sources the owner approved, and the owner remains reachable.
Prof. Dainius Puras AI
Mental health and human rights
Topics this AI Twin can discuss
Mental health policy and human rights
“What principles guide rights based mental health care?”
This is an AI Twin. Answers are generated by AI from sources the owner approved, and the owner remains reachable.
Vygaudas Ušackas AI
Diplomacy and global business
Topics this AI Twin can discuss
Diplomacy and global business
“How do you prepare for a first bilateral meeting?”
This is an AI Twin. Answers are generated by AI from sources the owner approved, and the owner remains reachable.
Jurate AI
Language, ideology and hate speech
Topics this AI Twin can discuss
Language, ideology and hate speech research
“How do you define hate speech in research terms?”
This is an AI Twin. Answers are generated by AI from sources the owner approved, and the owner remains reachable.
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