
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 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 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.
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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
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EVENTS & CONFERENCES
Industry Events
Industry Events
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.

When AI Agents Change the Rules, Who Wins?
Harvard Business Analytics Program Commencement

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
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ARTICLE LIBRARY
Browse our articles.
Clear
Concept Testing
AI Product Innovation
Consumer Insights
Concept Testing Beyond a Coin Toss
Most concept testing tells teams which option wins. The harder question is whether the winner is strong enough to fund, refine or launch. This article explains how AlgoVerde approaches product concept testing as a repeatable AI-supported decision system: testing concepts, preserving segment disagreement, refining weak options and supporting stronger product decisions before major investment.
Read article
→
Consumer Insights
AI Product Innovation
Product Marketing
When AI Agents Change the Rules, Who Wins?
Based on his commencement address at the Harvard Business Analytics Program, AlgoVerde Co-Founder and CEO Vladimir Jacimovic explores how agentic AI is reshaping business, product innovation, and organizational design—and why the ability to unlearn may become the most valuable leadership skill of the AI era.
Read article
→
Consumer Insights
Market Research
Ai Product Innovation
The Depth of Qual at the Speed of Quant
Explore how AI-powered research combines the depth of qualitative methods with the speed and scale of quantitative approaches, enabling teams to generate consumer insights faster, reduce costs, and make more informed decisions in rapidly changing markets.
Read article
→
Consumer Insights
Market Research
Ai Product Innovation
Consumer Research Needs to Move as Fast as the Market Does. AI Makes That Possible.
The second edition of the AlgoVerde Consumer Pulse reveals why national averages can obscure critical consumer realities. Using AI-powered consumer personas, this research uncovers emerging behavioral shifts across income segments and explores how brands can make faster, more informed decisions in rapidly changing economic conditions.
Read article
→
Change Management
Market Research
Ai Product Innovation
My own Dos and Don’ts of Enterprise AI Adoption
AlgoVerde Co-Founder and CMO Elisabetta Ghisini shares why successful AI adoption requires organizational change, clear ownership, and leadership commitment, not just new technology.
Read article
→
Consumer Insights
Market Research
CPG
Stop Guessing: Know Why Your Products Sell with AlgoVerde
Learn how AI consumer insights help CPG teams understand why products sell, uncover unmet needs, and improve product innovation with synthetic market research.
Read article
→
Product Marketing
Consumer Insights
Market Research
Go Global Without Starting from Scratch
Learn how AI helps companies adapt product concepts across markets, validate with local consumers, and launch faster without restarting research.
Read article
→
Product Innovation
Consumer Insights
Automotive
Build Vehicles at the Speed of Software
The software-defined vehicle era requires faster decisions. Learn how AI simulation helps automotive teams prioritize features and reduce research time.
Read article
→
Product Innovation
Consumer Insights
Automotive
Prioritize Auto Features Faster with AI
Learn how AI simulation helps automotive teams prioritize features faster, reduce research time, and improve decision-making with synthetic market research.
Read article
→
Product Marketing
Product Innovation
Market Research
AlgoVerde Turbocharges your Innovation
Say goodbye to fragmented AI tools. AlgoVerde’s Innovation Operating System eliminates inefficiencies, accelerates product development, and drives ROI.
Read article
→
Product Innovation
Consumer Insights
CPG
Faster to Market, or Faster to Fail?
AI is compressing CPG innovation cycles, using AI-assisted market research and synthetic market research, but product failure rates remain high. Learn why speed isn't the only metric that matters and how synthetic insights are changing the game.
Read article
→
Product Innovation
Market Research
CPG
Zero to Shelf: Derisking Innovation
Learn how AI workflows and synthetic consumer panels turn research into validated products in weeks. Reduce costs, accelerate testing, and de-risk innovation.
Read article
→
Market Research
Product Marketing
CPG
From Insight to Foresight with AI
Move from insight to foresight with AI market research. Learn how predictive simulation and real-time insights improve decisions and reduce risk in product innovation.
Read article
→
Market Research
Product Innovation
CPG
From Gatekeeper to Guide: How AI Frees Your Insights Team
Learn how AI transforms insights teams using synthetic market research and real-time validation. Improve decision-making, reduce research time, and accelerate innovation.
Read article
→
—
ARTICLE LIBRARY
Browse our articles.
Clear
Concept Testing
AI Product Innovation
Consumer Insights
Concept Testing Beyond a Coin Toss
Most concept testing tells teams which option wins. The harder question is whether the winner is strong enough to fund, refine or launch. This article explains how AlgoVerde approaches product concept testing as a repeatable AI-supported decision system: testing concepts, preserving segment disagreement, refining weak options and supporting stronger product decisions before major investment.
Read article
→
Consumer Insights
AI Product Innovation
Product Marketing
When AI Agents Change the Rules, Who Wins?
Based on his commencement address at the Harvard Business Analytics Program, AlgoVerde Co-Founder and CEO Vladimir Jacimovic explores how agentic AI is reshaping business, product innovation, and organizational design—and why the ability to unlearn may become the most valuable leadership skill of the AI era.
Read article
→
Consumer Insights
Market Research
Ai Product Innovation
The Depth of Qual at the Speed of Quant
Explore how AI-powered research combines the depth of qualitative methods with the speed and scale of quantitative approaches, enabling teams to generate consumer insights faster, reduce costs, and make more informed decisions in rapidly changing markets.
Read article
→
Consumer Insights
Market Research
Ai Product Innovation
Consumer Research Needs to Move as Fast as the Market Does. AI Makes That Possible.
The second edition of the AlgoVerde Consumer Pulse reveals why national averages can obscure critical consumer realities. Using AI-powered consumer personas, this research uncovers emerging behavioral shifts across income segments and explores how brands can make faster, more informed decisions in rapidly changing economic conditions.
Read article
→
Change Management
Market Research
Ai Product Innovation
My own Dos and Don’ts of Enterprise AI Adoption
AlgoVerde Co-Founder and CMO Elisabetta Ghisini shares why successful AI adoption requires organizational change, clear ownership, and leadership commitment, not just new technology.
Read article
→
Consumer Insights
Market Research
CPG
Stop Guessing: Know Why Your Products Sell with AlgoVerde
Learn how AI consumer insights help CPG teams understand why products sell, uncover unmet needs, and improve product innovation with synthetic market research.
Read article
→
Product Marketing
Consumer Insights
Market Research
Go Global Without Starting from Scratch
Learn how AI helps companies adapt product concepts across markets, validate with local consumers, and launch faster without restarting research.
Read article
→
Product Innovation
Consumer Insights
Automotive
Build Vehicles at the Speed of Software
The software-defined vehicle era requires faster decisions. Learn how AI simulation helps automotive teams prioritize features and reduce research time.
Read article
→
Product Innovation
Consumer Insights
Automotive
Prioritize Auto Features Faster with AI
Learn how AI simulation helps automotive teams prioritize features faster, reduce research time, and improve decision-making with synthetic market research.
Read article
→
Product Marketing
Product Innovation
Market Research
AlgoVerde Turbocharges your Innovation
Say goodbye to fragmented AI tools. AlgoVerde’s Innovation Operating System eliminates inefficiencies, accelerates product development, and drives ROI.
Read article
→
Product Innovation
Consumer Insights
CPG
Faster to Market, or Faster to Fail?
AI is compressing CPG innovation cycles, using AI-assisted market research and synthetic market research, but product failure rates remain high. Learn why speed isn't the only metric that matters and how synthetic insights are changing the game.
Read article
→
Product Innovation
Market Research
CPG
Zero to Shelf: Derisking Innovation
Learn how AI workflows and synthetic consumer panels turn research into validated products in weeks. Reduce costs, accelerate testing, and de-risk innovation.
Read article
→
Market Research
Product Marketing
CPG
From Insight to Foresight with AI
Move from insight to foresight with AI market research. Learn how predictive simulation and real-time insights improve decisions and reduce risk in product innovation.
Read article
→
Market Research
Product Innovation
CPG
From Gatekeeper to Guide: How AI Frees Your Insights Team
Learn how AI transforms insights teams using synthetic market research and real-time validation. Improve decision-making, reduce research time, and accelerate innovation.
Read article
→
—
ARTICLE LIBRARY
Browse our articles.
Clear
Concept Testing
AI Product Innovation
Consumer Insights
Concept Testing Beyond a Coin Toss
Most concept testing tells teams which option wins. The harder question is whether the winner is strong enough to fund, refine or launch. This article explains how AlgoVerde approaches product concept testing as a repeatable AI-supported decision system: testing concepts, preserving segment disagreement, refining weak options and supporting stronger product decisions before major investment.
Read article
→
Consumer Insights
AI Product Innovation
Product Marketing
When AI Agents Change the Rules, Who Wins?
Based on his commencement address at the Harvard Business Analytics Program, AlgoVerde Co-Founder and CEO Vladimir Jacimovic explores how agentic AI is reshaping business, product innovation, and organizational design—and why the ability to unlearn may become the most valuable leadership skill of the AI era.
Read article
→
Consumer Insights
Market Research
Ai Product Innovation
The Depth of Qual at the Speed of Quant
Explore how AI-powered research combines the depth of qualitative methods with the speed and scale of quantitative approaches, enabling teams to generate consumer insights faster, reduce costs, and make more informed decisions in rapidly changing markets.
Read article
→
Consumer Insights
Market Research
Ai Product Innovation
Consumer Research Needs to Move as Fast as the Market Does. AI Makes That Possible.
The second edition of the AlgoVerde Consumer Pulse reveals why national averages can obscure critical consumer realities. Using AI-powered consumer personas, this research uncovers emerging behavioral shifts across income segments and explores how brands can make faster, more informed decisions in rapidly changing economic conditions.
Read article
→
Change Management
Market Research
Ai Product Innovation
My own Dos and Don’ts of Enterprise AI Adoption
AlgoVerde Co-Founder and CMO Elisabetta Ghisini shares why successful AI adoption requires organizational change, clear ownership, and leadership commitment, not just new technology.
Read article
→
Consumer Insights
Market Research
CPG
Stop Guessing: Know Why Your Products Sell with AlgoVerde
Learn how AI consumer insights help CPG teams understand why products sell, uncover unmet needs, and improve product innovation with synthetic market research.
Read article
→
Product Marketing
Consumer Insights
Market Research
Go Global Without Starting from Scratch
Learn how AI helps companies adapt product concepts across markets, validate with local consumers, and launch faster without restarting research.
Read article
→
Product Innovation
Consumer Insights
Automotive
Build Vehicles at the Speed of Software
The software-defined vehicle era requires faster decisions. Learn how AI simulation helps automotive teams prioritize features and reduce research time.
Read article
→
Product Innovation
Consumer Insights
Automotive
Prioritize Auto Features Faster with AI
Learn how AI simulation helps automotive teams prioritize features faster, reduce research time, and improve decision-making with synthetic market research.
Read article
→
Product Marketing
Product Innovation
Market Research
AlgoVerde Turbocharges your Innovation
Say goodbye to fragmented AI tools. AlgoVerde’s Innovation Operating System eliminates inefficiencies, accelerates product development, and drives ROI.
Read article
→
Product Innovation
Consumer Insights
CPG
Faster to Market, or Faster to Fail?
AI is compressing CPG innovation cycles, using AI-assisted market research and synthetic market research, but product failure rates remain high. Learn why speed isn't the only metric that matters and how synthetic insights are changing the game.
Read article
→
Product Innovation
Market Research
CPG
Zero to Shelf: Derisking Innovation
Learn how AI workflows and synthetic consumer panels turn research into validated products in weeks. Reduce costs, accelerate testing, and de-risk innovation.
Read article
→
Market Research
Product Marketing
CPG
From Insight to Foresight with AI
Move from insight to foresight with AI market research. Learn how predictive simulation and real-time insights improve decisions and reduce risk in product innovation.
Read article
→
Market Research
Product Innovation
CPG
From Gatekeeper to Guide: How AI Frees Your Insights Team
Learn how AI transforms insights teams using synthetic market research and real-time validation. Improve decision-making, reduce research time, and accelerate innovation.
Read article
→

Discover the AI-assisted market research studies underpinning AlgoVerde.
Discover the AI-assisted market research studies underpinning AlgoVerde.
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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

