Decision Intelligence Systems for Organizations at Scale
Dreamport encodes human judgment, your company’s knowledge, and deep domain expertise into structured, transparent  decision intelligence systems built for enterprise use.
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engineered cognition

with Structured Knowledge
with Explicit Constraints
With Reasoning Models
With Expert Validation
PROVEN REAL-WORLD SUCCESS
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The Consumer Intelligence System provides the client with instant, validated, PhD quality insights in a variety of social science domains.
Multidisciplinary POVs and Synthesis
Delivers instant, PhD-quality insights in areas like psychology, anthropology and sociology, individually or as a single, cohesive perspective.
Relevant Integration
Syncs with the clients’ internal research database to ensures insights are contextually accurate and proprietary to their business.
Elimination of Bias
Provides validated, objective analysis that bypasses internal "groupthink" by grounding every recommendation in validated academic rigor.
The Client
A leading Fortune 100 CPG
The Decision Intelligence Systems
Consumer Intelligence System
RESULt
Deep and on-demand human behavior expertise for more effective marketing at a fraction of the cost
The Consumer Intelligence System provides the client with instant, validated, PhD quality insights in a variety of social science domains.
Multidisciplinary POVs & Synthesis
Delivers instant, PhD-quality insights in areas like psychology, anthropology and sociology, individually or as a single, cohesive perspective.
Relevant Integration
Syncs with the clients’ internal research database to ensures insights are contextually accurate and proprietary to their business.
Elimination of Bias
Provides validated, objective analysis that bypasses internal "groupthink" by grounding every recommendation in validated academic rigor.
Result
Deep and on-demand human behavior expertise for more effective marketing at a fraction of the cost
PROVEN REAL-WORLD SUCCESS
1
2
The Consumer Intelligence System provides the client with instant, validated, PhD quality insights in a variety of social science domains.
Multidisciplinary POVs and Synthesis
Delivers instant, PhD-quality insights in areas like psychology, anthropology and sociology, individually or as a single, cohesive perspective.
Relevant Integration
Syncs with the clients’ internal research database to ensures insights are contextually accurate and proprietary to their business.
Elimination of Bias
Provides validated, objective analysis that bypasses internal "groupthink" by grounding every recommendation in validated academic rigor.
The Client
A leading Fortune 100 CPG
The Decision Intelligence Systems
Consumer Intelligence System
RESULt
Deep and on-demand human behavior expertise for more effective marketing at a fraction of the cost
The Decision Intelligence System: Front End Innovation System.
The Front End Innovation System turbocharges both the quality and quantity of transformative early-stage innovation concepts, empowering our client quickly and effectively reimagine and test new concepts at scale with an estimated 5x increase in annual throughput.
Asynchronous Momentum
Moves projects forward 24/7 without the scheduling bottlenecks of traditional workshops, turning weeks of coordination into hours of high-quality output.
Reduced Innovation Risk
Identifies "deal-breaker" assumptions early in the process, so the client can pivot or refine concepts before investing significant R&D budget.
Result
A rich and ever-growing pipeline of high quality, transformative innovation ideas at a fraction of the time and cost.

Why Market Leaders Choose Dreamport

How Thinking Is Structured
How Knowledge Is Grounded
How Trade-Offs Are Treated
How Conclusions Hold Up
Explore a Custom Deployment
General-purpose LLMs
Predict Likely Responses in an Open Probabilistic Space, Optimized for Fluency.
Dreamport
Reasons inside a Constrained Cognitive System, Where Conclusions are the Result of Structured Judgment.
Why it matters
You're not predicting the most likely next tokens. You are executing structured judgment.
General-purpose LLMs
Assemble Knowledge at Runtime from Loosely Related Context.
Dreamport
Begins with Layered Expert Domain Knowledge and Mental Models Already in Place.
Why it matters
Decisions inherit expertise before a question is even asked.
General-purpose LLMs
Blend Perspectives into a Single Narrative, Smoothing over Trade-Offs.
Dreamport
Examines Distinct Expert Lenses Side by Side, Exposing Divergence and it’s Impact on Risk.
Why it matters
Leaders see the friction inside a decision, not just the surface summary.
General-purpose LLMs
Optimize for Plausibility, with Limited Capacity to Justify Reasoning under Scrutiny.
Dreamport
Surface Assumptions, Logic, and Limits through Transparent Reasoning.
Why it matters
Outputs can be examined, defended, and used confidently as company knowledge.
General-purpose LLMs
Predict Likely Responses in an Open Probabilistic Space, Optimized for Fluency.
Dreamport
Reasons inside a Constrained Cognitive System, Where Conclusions are the Result of Structured Judgment.
Why it matters
You're not predicting the most likely next tokens. You are executing structured judgment.
How Thinking Is Structured
General-purpose LLMs
Predict Likely Responses in an Open Probabilistic Space, Optimized for Fluency.
Dreamport
Reasons inside a Constrained Cognitive System, Where Conclusions are the Result of Structured Judgment.
Why it matters
You're not predicting the most likely next tokens. You are executing structured judgment.
How Knowledge Is Grounded
General-purpose LLMs
Assemble Knowledge at Runtime from Loosely Related Context.
Dreamport
Begins with Layered Expert Domain Knowledge and Mental Models Already in Place.
Why it matters
Decisions inherit expertise before a question is even asked.
How Trade-Offs Are Treated
General-purpose LLMs
Blend Perspectives into a Single Narrative, Smoothing over Trade-Offs.
Dreamport
Examines Distinct Expert Lenses Side by Side, Exposing Divergence and it’s Impact on Risk.
Why it matters
Leaders see the friction inside a decision, not just the surface summary.
How Conclusions Hold Up
General-purpose LLMs
Optimize for Plausibility, with Limited Capacity to Justify Reasoning under Scrutiny.
Dreamport
Surface Assumptions, Logic, and Limits through Transparent Reasoning.
Why it matters
Outputs can be examined, defended, and used confidently as company knowledge.
Explore a Custom Deployment

Built by people who think deeply about decisions

CEO & CO-FOUNDER
Ari Popper
Visionary, entrepreneur and strategist advising Fortune 500 leaders. One of the first to anticipate the transformative power of the agentic economy.  Ari is a sought after trusted advisor to brands like JP Morgan Chase, Coca-Cola and L’Oréal and his insights about technology and the future have been featured in BBC, Wired, & Fast Company.
COO & CO-FOUNDER
Quintan Wiktorowicz
Award-winning innovator who has pioneered cutting edge technology and methodologies to tackle complex challenges at the CIA, White House, MITRE, and six startups. Quintan’s earlier career as a professor drives his vision to apply PhD level rigor to our decision intelligence systems.
Our team has worked with some of the world's biggest brands.
BRAND PHILOSOPHY
Dreamport is built on the belief that intelligence should strengthen judgement, not just automate tasks. Our systems embed expert thinking, tacit knowledge, and hard-earned heuristics at the core, with reasoning that is visible and inspectable. Built for confidence.

The Hardest Decisions Deserve Better Thinking

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