AI research illustration

AI research for better decision-making.

Explore AlgoVerde's work on GenAI Personas research, AI market research, AI consumer insights, simulation, and AI decision systems grounded in validated, real-world applications.

AI research illustration

AI research for better decision-making.

Explore AlgoVerde's work on GenAI Personas research, AI market research, AI consumer insights, simulation, and AI decision systems grounded in validated, real-world applications.

AI research illustration

AI research for better decision-making.

Explore AlgoVerde's work on GenAI Personas research, AI market research, AI consumer insights, simulation, and AI decision systems grounded in validated, real-world applications.

AV INSIGHTS

Our thinking on generative AI.

Our thinking on generative AI.

A steady stream on GenAI Personas, synthetic market research, AI consumer insights, simulation, and decision systems. We write for the person who has to make and defend the decision.

Concept testing asks which of your options people prefer. It is a good question, but a narrow one — the decision that mattered happened weeks earlier, when somebody made the cut. We don't just test concepts. We generate the ones worth testing.

How AlgoVerde builds synthetic research panels you can defend — and why they work.

Why DIY agents for concept testing and product innovation stall — an honest take on "build vs buy," and why that is the wrong question in the first place.

Four client engagements provide clear industry validation for AlgoVerde — our GenAI Personas matched the studies clients already trusted, then went further.

How CPG concept testing is being reinvented, not just accelerated. The shift is not faster research — it's a different operating model for launching new products.

Authoritative, multi-dimensional, and always on. One persona replaces an entire expert committee.

A guide for market research leaders who want the full picture, not the pitch. We reviewed 24 sources — academic papers, Stanford studies, Bain reports, Wharton critiques — and mapped the evidence honestly. Both sides.

AlgoVerde consumer sentiment survey captures changes in hours, not weeks.

AV Consumer Pulse · Spring 2026

AlgoVerde consumer sentiment survey captures changes in hours, not weeks.

AV Consumer Pulse · Spring 2026

EVENTS & CONFERENCES

Where we show our work.

Where we show our work.

We publish, present, and debate in public with industry leaders, practitioners, and the academic community. If you're at one of these, come find us.

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6/30/2026

When AI Agents Change the Rules, Who Wins?

Harvard Business Analytics Program Commencement

Forbes on AI Shrinking Innovation Cycles – AlgoVerde

Featured in

Forbes explores how AlgoVerde is transforming traditional innovation cycles with AI, reducing timelines from 12-18 months to weeks through AI-driven insights and advanced simulation.

Forbes explores how AlgoVerde is transforming traditional innovation cycles with AI, reducing timelines from 12-18 months to weeks through AI-driven insights and advanced simulation.

Forbes explores how AlgoVerde is transforming traditional innovation cycles with AI, reducing timelines from 12-18 months to weeks through AI-driven insights and advanced simulation.

Read the Article

Discover the AI-assisted market research studies underpinning AlgoVerde.

Discover the AI-assisted market research studies underpinning AlgoVerde.

FOUNDATIONAL RESEARCH

The academic literature we build on. 

The academic literature we build on. 

AlgoVerde was designed in collaboration with the Harvard Business School AI Institute. These are the papers the methodology rests on. We benchmark against the literature, and occasionally contribute to it.

A collaborative future where human creativity and AI efficiency combine to solve complex organizational challenges.

A collaborative future where human creativity and AI efficiency combine to solve complex organizational challenges.

Leonard Boussioux, Jacqueline N. Lane, Miaomiao Zhang, Vladimir Jacimovic, Karim R. Lakhani

Leonard Boussioux, Jacqueline N. Lane, Miaomiao Zhang, Vladimir Jacimovic, Karim R. Lakhani

AI tools will play a crucial role in understanding consumer behavior and preferences.

AI tools will play a crucial role in understanding consumer behavior and preferences.

James Brand, Ayelet Israeli, Donald Ngwe

James Brand, Ayelet Israeli, Donald Ngwe

GenAI boosts knowledge workers’ productivity and quality.

GenAI boosts knowledge workers’ productivity and quality.

Fabrizio Dell’Acqua, Edward McFowland III, Ethan Mollick, Hila Lifshitz-Assaf, Katherine C. Kellogg, Saran Rajendran Lisa Krayer, Francois Candelon, Karim R. Lakhani

Fabrizio Dell’Acqua, Edward McFowland III, Ethan Mollick, Hila Lifshitz-Assaf, Katherine C. Kellogg, Saran Rajendran Lisa Krayer, Francois Candelon, Karim R. Lakhani

AI enhances individual performance to team levels, reshaping collaboration dynamics in knowledge work.

AI enhances individual performance to team levels, reshaping collaboration dynamics in knowledge work.

F. Dell’Acqua, C. Ayoubi, K. Lakhani

F. Dell’Acqua, C. Ayoubi, K. Lakhani

Introducing the concept of 'algorithmic fidelity:' AI can accurately emulate diverse human attitudes and behaviors.

Introducing the concept of 'algorithmic fidelity:' AI can accurately emulate diverse human attitudes and behaviors.

Lisa P. Argyle, Ethan C. Busby, Nancy Fulda, Joshua Gubler, Christopher Rytting, David Wingate

Lisa P. Argyle, Ethan C. Busby, Nancy Fulda, Joshua Gubler, Christopher Rytting, David Wingate

Just as learning to ride a bike can be a challenging and sometimes painful process, so is adapting to GenAI.

Just as learning to ride a bike can be a challenging and sometimes painful process, so is adapting to GenAI.

Karim Lakhani

Karim Lakhani