Grounded Customer Simulation
Notes from the Lab.
In-depth strategy guides, validation benchmarks, and behavioural science insights to help you build continuous customer understanding.
Most Recent
Your next focus group might be synthetic – meet synthetic personas
The Synthetic Personas are essentially digital versions of consumers created using AI, LLM designed to mirror real people’s preferences and reactions so teams can test ideas before launch.
Synthetic Research vs Traditional Research: What Actually Produces Better Decisions?
The question is not which method is more accurate. It's which method is closer to how decisions actually form.
AI Personas vs Behavioural Simulation: A Critical Difference
Why language generation is not decision modelling. Distinguishing between superficial personas and behaviourally grounded simulations.
Synthetic Personas
3Your next focus group might be synthetic – meet synthetic personas
The Synthetic Personas are essentially digital versions of consumers created using AI, LLM designed to mirror real people’s preferences and reactions so teams can test ideas before launch.
Synthetic Research vs Traditional Research: What Actually Produces Better Decisions?
The question is not which method is more accurate. It's which method is closer to how decisions actually form.
AI Personas vs Behavioural Simulation: A Critical Difference
Why language generation is not decision modelling. Distinguishing between superficial personas and behaviourally grounded simulations.
AI Market Research
3
Why Most Customer Research Is a Reconstruction, Not Reality
The calm lie behind most customer research: decisions form under pressure, emotion, and context, but what we capture is a reconstructed explanation.
People Don't Say What They Do - And That's Not Lying
The hidden gap between stated intent and real behaviour. People aren't dishonest; they are just reconstructing their decisions.
Fast vs True: The Hidden Trade-off in AI Research Tools
Why speed has quietly replaced ground truth in modern insight generation, and how grounded simulation solves this false dichotomy.
Expert Series
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From Research Credibility to Business Impact: What Will Make AI-Led Consumer Insight Trusted by Brands
A candid conversation with senior consumer insights strategist Dinesh Darbhe on what it will take for AI-powered consumer research to earn trust inside organisations — covering methodological confidence, stakeholder buy-in, and delivering insights that teams can act on.
Spotting Consumer Shifts Early: How Can FMCG Brands Stay Ahead of Changing Demand?
A conversation with analytics consultant Tejesh Patel on how FMCG brands are identifying consumer behavior shifts early and turning those signals into timely business action.
From Consumer Insights to Consumer Intelligence: What Will Drive Better Decisions in the AI Era?
A conversation with market researcher Sumantra Biswas on how consumer understanding is evolving beyond traditional research to create agile, decision-centric intelligence systems.
Ready to Pressure-Test your Hypotheses?
Run B2B and consumer simulations on grounded digital twins. Uncover latent friction, test messaging alignment, and sharpen decisions before launching campaigns or human panels.