Media
Product launch
Test how a product will be received before launch. Anticipate controversy, optimize messaging.
+42% anticipated engagement
Public opinion simulation engine · v1.0
Stress-test the future
before it happens.
Upload any document. Build a digital twin of public opinion. Run synchronized simulations across social media and prediction markets in minutes.
★★★★★Rated 4.9/5 by analysts and researchers
500+
Agents
3
Platforms
<5m
Run time
4
Languages
Compliance & security
🔒
GDPR
compliant
🇨🇭
Swiss
made
⚡
99.9%
uptime
🛡️
SOC 2
aligned
🔐
AES-256
encrypted
🤖
Multi-LLM
powered
01 · Capabilities
Built for teams who need answers, not guesses.
A state-of-the-art stack designed for demanding decision-makers.
Live
Knowledge graph
Neo4j automatically extracts entities and relationships from your document. Smart NER filters and parallelized batch writes.
Live
5-layer agents
Personas grounded in the graph: attributes, relations, semantic search, web research.
Live
Prediction market
Synthetic Polymarket with non-50/50 LLM-generated starting price.
Live
ReACT reports
ReACT agent citing what agents actually said and how markets moved. Sourced data, verifiable numbers.
▊Live
Chat with agents
Talk with any agent or group. Full conversation history.
What's the impact?
Investors: 62% positive
Top concern?
Tax implications
Live
Multilingual
EN, FR, DE, IT. Deploy anywhere.
🇬🇧
EN
Hello
04 · Proof
Results that speak for themselves.
Validated against expert panels and historical cases.
Accuracy benchmarks
Match vs human analysts
86%
Average
Sentiment polarity89%
Trend direction84%
Risk identification78%
Audience segmentation92%
Methodology: 1200 simulated cases vs panel of senior analysts. Compared against ground truth (post-launch reception, market reactions).
Speed & cost
Traditional research vs AI-DUE
Time to insight
4-6 weeks< 5 min
Cost per study
€25-80k€49-499
Coverage breadth
5-10 voices500+ agents
Replicability
ManualProgrammable
Overall×120 ROI
03 · Use cases
Safer decisions, faster, more profitable.
From corporate comms to finance, test the impact of your statements before they go public.
Finance
Earnings release
Simulate reactions from investors, analysts and traders on a quarterly earnings report.
3 key risks detected
Policy
Regulatory draft
Assess objections and public acceptance of new policy before consultation.
8 pts forecasted approval
Marketing
Omnichannel campaign
Check how a campaign will be perceived by 500 target personas across 3 platforms.
ROI ×2.3 estimated
02 · Workflow
Five steps. Zero manual work.
Fully automated pipeline. No manual intervention required.
01
20 MBmax
Upload document
PDF, DOCX or plain text. Up to 20MB. Press releases, policy drafts, financial reports.
02
~ 12kedges/min
Knowledge graph
Automatic entity and relationship extraction. Neo4j storage.
03
500+agents
Agent generation
Hundreds of agents with personas grounded in the graph.
04
3platforms
Synchronized simulation
Twitter, Reddit and Polymarket run in parallel via asyncio.
05
< 5 mintotal time
Analytical report
ReACT agent compiles posts, prices and belief trajectories.
< 5m
End-to-end
99.9%
SLA uptime
100%
Auto-pipeline
05 · Voices
What strategy leaders are saying.
Direct feedback from analysts, consultants and corporate decision-makers.
“AI-DUE compresses weeks of qualitative research into minutes. The agent diversity gives us viewpoint coverage no focus group can match.”
AM
A. Mercer
Strategy Director, top-tier consulting firm
“We tested it on a regulatory draft before going public. It surfaced two stakeholder objections we had completely missed. Saved us a public consultation cycle.”
JR
J. Renaud
Head of Public Affairs, listed group
“Our IR team uses it before every earnings release. The trader-agent reactions are uncannily close to what we see post-publication.”
KS
K. Schmidt
Investor Relations Lead, Fortune 500
“A serious tool. The methodology is transparent, the reports are sourced. Far above the average GenAI marketing.”
PB
P. Bianchi
Senior Partner, advisory firm
Available now
Your next decision
deserves a simulation.
Launch your first test in under 5 minutes. Free plan available.