VERIFIED REVIEW LOOP01
Compressing a Two-Week Research Cycle Into Approximately One Hour
A configured and tested human-in-the-loop workflow with verification and expert review retained.
View flagship case study →Dustin Valdez · Strategist • Operator • Systems Builder • Applied AI
I turn AI complexity into clearer decisions, stronger systems, and practical growth.
Research, operations, workflow and system design, decision support, implementation, and applied AI—built around the real constraint.
Research synthesis ✦ Workflow transformation ✦ Decision support ✦ Implementation
Selected work · proof of practice
From messy information to a usable next move.
For employers: see Experience / Resume. For clients: explore case studies or start a conversation.
DIAGNOSTIC / PILOT02
Diagnose Before You Advertise: Finding the Right Growth Move
A privacy-safe diagnostic identifying the smallest growth experiment worth running.
View case study →DECISION WINDOW03
Turn a breaking issue into an executive-ready decision.
A working prototype for researched, audited, human-reviewed response options and materials.
Explore prototype →OPPORTUNITY MAP04
Mapping the AI Market: Where Can One Person Win?
A market map designed to find credible lanes in a crowded AI economy.
View case study →Services
Start with the business problem, not the AI.
Growth blocked. Teams overloaded. Research moving too slowly. An idea that needs to become a useful system.
Diagnostic and strategy work to identify the real constraint.
Workflow and system redesign/build for repetitive or fragmented work.
Decision tools and prototypes to make evidence and choices tangible.
Implementation support to carry the useful next move into practice.
AI opportunity & growth diagnostics
Map where AI or automation can create value and identify the smallest useful test.
Workflow & operations systems
Redesign research, knowledge, and coordination work around automation plus human review.
Decision intelligence & prototypes
Turn information, strategy, and service concepts into usable decision support.
Turnkey — Bring the problem; I diagnose and build the first working solution.
Custom — Define the right mix of research, strategy, systems, and implementation support.
About — A cross-industry strategist, operator, researcher, and builder. More about Dustin →
Dusty Rose Gardens
Bring me the messy version.
For a consulting need, bring the problem. For an employer conversation, see Experience / Resume and Work.