HDTwin logo

Next Generation of Focus Groups

Join the agentic A.I. revolution with our synthetic surveys powered by Human Digital Twins based on multi-agent iterative generation.

Rethinking Opinion Gathering

HDTwin™ supercharges traditional market and social research by delivering faster, scalable, and unbiased insights through a panel of highly configurable AI agents — including synthetic personas, domain experts, and simulations of customers, stakeholders, and contractual parties. Our patent-pending proprietary technology fine-tunes these virtual panels with real-world field research data, ensuring precise alignment between digital twins and actual panels.

hourglass_empty Traditional Approach

Traditional research investigates only a few problems at a time. Every follow-up forces you to start over: new recruits, fresh costs, more delays.

rocket_launch HDTwin Innovation

Clone your real panel into digital twins. Conduct endless surveys and focus groups after just one initial training survey.

Scientific Validation Case Study
Technology and process are scientifically validated.
Read how HDTwin helped boost support for economic policy proposals, raising approval from 54% to 94% by reducing polarization and surfacing consensus.
[Read the full article]

Why HDTwin? Our Competitive Edge

psychology

Motivated Opinions

Not just answers to closed questions - get genuine insights and motivated reasoning

handshake

Consensum detection

Automatic identification of areas of consensum within divisive discussion topics.

verified

Sterilization of models' implicit biases

Fully automated synthetic surveys powered by advanced neuro-symbolic AI agents.

trending_up

Unlimited Scalability

Scale surveys from tens to thousands of participants effortlessly.

analytics

A.I. Explainability

Reliability and transparency built into every insight.

smart_toy

Multiple tuned AI Models

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.

How It Works

1

Clone your panel

Get a panel of Human Digital Twins to replicate your target.

2

Define a Topic

Describe the focus of your group discussion.

3

Run Synthetic Focus Group

Automate the gathering of Human Digital Twins' opinions through recursive polls.

4

Analyze Results

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 one or more existing surveys 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. Multiple surveys can be used anytime to optimize or realign the digital twins.

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 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.

[👉 How it works - technical overview]

Use Cases

Market Research

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.

Negotiation

Use HDtwin™ to Identify areas of consensus on divisive topics—whether among stakeholders, contractual parties, or even diverse populations across cultures and languages.

Political Strategy

Explore voter opinions, gather suggestions, detect emerging trends, and discover the most effective language to use. Use HDtwin™ as your personal spin doctor.

[👉 Explore more use cases]

In the Media

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:

Civil Economy Festival
Video (it) October 10, 2025

National Festival of Civil Economy

Presentation of “Augmented Democracy: AI, Relational Intelligence, and New Architectures of Consensus”

Consensus Concept
Corriere della Sera August 25, 2025

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.

WAICF Conference
World AI Cannes Festival February 14, 2025

Round table at WAICF 2025

HDTwin was presented in the roundtable “The metamorphosis of democracy - how artificial intelligence is disrupting digital governance and redefining our policy”.

Radio Microphone
Radio 24 - Il Sole 24 Ore January 10, 2025

Select a name for a radio broadcast

A Human Digital Twin panel simulated a major radio station's audience to suggest a name for a new broadcast. Listen in the podcast - minute 120.

Investment Opportunity

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.

See HDTwin in Action

Explore the capabilities of the HDTwin platform..

HDTwin AI Panel Interface
Book a Demo