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Forward Embedded Intelligence: Market Research Projects to Decision Systems
Market research is at an inflection point. Organizations move faster than ever, yet many insight teams still operate through episodic projects and static reports. The future belongs to 4D Embedded Intelligence, where insight is embedded directly inside decision systems. Inspired by Palantir’s Forward Deployed Engineer model, this approach transforms research into continuous intelligence across Distribution, Delivery, Development, and Deployment.

Renato Silvestre
Mar 45 min read


4D AI-Enabled Market Research: How to Become an Insights Jedi
The 4D framework turns market research into a modern operating system. By orchestrating Distribution, Delivery, Development, and Deployment, Jedi market researchers use AI to automate routine work, amplify pattern detection, and focus human judgment where it matters most. So insight flows from who needs it to how it’s created, learned from, and deployed into products, journeys, and pricing.

Renato Silvestre
Feb 186 min read


RAG Approaches in Enterprise Market Research: Understanding the Future of AI Insights
Retrieval-Augmented Generation is reshaping how market research teams use AI, but not all RAG architectures are created equal. This article explains the differences between Vector RAG, Graph RAG, and Hybrid RAG, why Evals are essential for reducing hallucinations, and how STRATEGENCE’s RAGE approach turns AI into a decision guidance system grounded in market research rigor.

Renato Silvestre
Jan 75 min read


Here's to the Forward Ones: Celebrating Innovation and Insight
This holiday season, we’re honoring the people who move research and innovation forward. From early AI adopters to modern analytics experts, our team sees the future before it has a name. Here’s our tribute to the forward thinkers who turn insight into real direction.

Renato Silvestre
Dec 21, 20253 min read


What Batman Taught Me About Market Research Innovation
What can Batman teach us about market research innovation? Quite a lot. From fighting villains of bad data to saving time and cost with AI-powered tools, discover how STRATEGENCE turns insights into superpowers and why Stratman always answers the call when businesses send up the STRAT Signal.

Renato Silvestre
Sep 4, 20254 min read


Optimizing Our AI Agents for Market Research: Treat Them Like 5th Graders
At STRATEGENCE, we examined 30+ frontier generative AI models and found that even the most advanced "genius agents" need structure. By treating them like curious 5th graders, we use our ART (Alignment, Relevance, Triangulation) + RAG approach to guide, prompt, and enrich their outputs, turning fragmented data into reliable insights and real market advantage.

Renato Silvestre
Aug 17, 20256 min read


A Stepwise Approach to Building an Asymmetric Hybrid Insights Program
Discover the “RiiSE” framework for building an agile, hybrid insights program that blends traditional and modern research methods. This stepwise approach uses Parallel Pathing, Bootstrapping, Proximity, and Critical Path strategies to drive continuous learning, faster decision-making, and scalable insights. Ideal for organizations seeking to innovate their market research process.

Renato Silvestre
Aug 31, 20234 min read
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