Exploring consensus with HDTwin
A focus on how HDTwin helps identify areas of consensus on complex topics, with a case study in collaboration with IPSOS.
Join the agentic A.I. revolution with our patent-pending synthetic surveys powered by Human Digital Twins based on multi-agent iterative generation.
Partner With UsHDTwin™ is disrupting traditional market and social research by delivering faster, scalable, and unbiased insights through a panel of highly configurable A.I. agents, including synthetic personas, domain experts, contractual parties, customer and stakeholder simulations. With a patent-pending proprietary technology, virtual panels are fine tuned with data from real-world field researches to guarantee alignment of digital twins to real-world panels.
Not just answers to closed questions - get genuine insights and motivated reasoning
Automatic identification of areas of consensum within divisive discussion topics.
Fully automated synthetic surveys powered by advanced neuro-symbolic AI agents.
Scale surveys from tens to millions of participants effortlessly.
Reliability and transparency built into every insight.
Guardrails and personality bias control across multiple LLM models. Virtual panels are fine tuned with data from real-world field researches to guarantee alignment of digital twins to real-world panels.
Describe the focus of your group discussion.
Select a panel of Human Digital Twins to discuss your topic.
Automate the gathering of Human Digital Twins' opinions through recursive polls.
Get actionable data, detect opinion groups, discover the statements with the most consensus.
An HDTwin virtual panel can replicate the characteristics of any population: universe, non-customers, customers, shareholders, employees...
Virtual panels can be initialized in two ways: 1) with a (as accurate as possible) description of the target population, or 2) with an existing survey on a physical panel. The second method ensures maximum alignment between the results obtained from HDTwin and those obtainable from a traditional survey on a physical panel.
In other words, you only need one survey on a physical panel to train the Digital Twins, on which you can conduct an unlimited number of surveys. The initialization phase takes just a few working hours.
The traditional way of working requires that, to carry out n surveys, you need to do n surveys/focus groups, with related time and costs. Thanks to HDTwin, instead, to carry out n surveys you only need at most one training survey and then you can conduct any number of surveys on the digital twins.
HDTwin™ is a technology developed by LinkedData.Center (patent pending) that combines symbolic artificial intelligence techniques with large language models (Neural-symbolic A.I.).
HDTwin produces analytical evidence on the model of each individual agent (explainable AI) and is fully compliant with the EU AI Act and GDPR.
Leverage virtual user focus groups by combining open- and closed-ended questions to gather deeper insights. Use HDtwin™ to find product names, test copy, and refine campaign messages.
Use HDtwin™ to Identify areas of consensus on divisive topics—whether among stakeholders, contractual parties, or even diverse populations across cultures and languages.
Explore voter opinions, gather suggestions, detect emerging trends, and discover the most effective language to use. Use HDtwin™ as your personal spin doctor.
In recent months, HDTwin™ has attracted the attention of major media outlets, which have featured our technology and results. Here are some of the articles that talk about us:
A focus on how HDTwin helps identify areas of consensus on complex topics, with a case study in collaboration with IPSOS.
The article explores how HDTwin is transforming market research by creating virtual AI agents that replicate human panels, reducing time and costs.
HDTwin was presented during the roundtable “The metamorphosis of democracy – how artificial intelligence is disrupting digital governance and redefining our policy” at WAICF 2025.
A Human Digital Twin panel simulated a major radio station’s audience to suggest a name for a new broadcast. Listen to the full story in the podcast (around minute 120).
We are seeking partners to help us roll out our go-to-market strategy.
We will be happy to share our roadmap, team composition, market opportunities and sizing, as well as insights into the architecture of our products.
Contact us via Signal or email.Explore the capabilities of the HDTwin platform..