Research
Research for organizations
that must decide.
Original thinking at the intersection of systems, intelligence, and judgment, built for leaders who face consequential decisions.
Browse the archive ↓Beyond the Spreadsheet:
The Rise of Decision Infrastructure.
Spreadsheets gave every analyst a calculator. Decision infrastructure gives every team a solver and a context graph.
Read on Medium ↗The Verification Gap
A practitioner’s notes on “Democratizing Optimization with Generative AI”
↗ Substack · Oct 9, 2026MSP decisions that are really math problems
Provable, Not Plausible
↗ Substack · Sep 22, 2026The Next MSP Advantage: Decisions You Can Defend.
Search is solved. Decisions aren’t.
↗ Substack · Sep 22, 2026Introducing DcisionAI
The Intelligent Decision Layer
↗ Infeasibility · LinkedInThe Error Message That Changed How I Think About Decisions
Why an infeasibility signal, not an answer, is the most valuable output a decision system can give you.
↗ Foundations · MediumDemystifying Mathematical Optimization
What optimization actually is, why it has stayed locked in PhD silos for forty years, and what changes now.
↗ Agentic AI · MediumMathematical Optimization in the Age of Agentic AI
Why LLMs without a solver are confident guessers, and why solvers without LLMs are unreachable.
↗ Applied · MediumOptimizing for Success: How Mathematical Optimization Supercharges E-commerce
Pricing, inventory, fulfillment, promotions. The places where guessing leaves the most money on the table.
↗ Architecture · MediumThe Headless Enterprise
Decisions decoupled from the apps that surface them. Why the next architectural layer is a decision API, not another dashboard.
↗ Cognition · MediumThe Institutional Ceiling
Human working memory tops out at about four moving parts. Why that cognitive limit is the real ceiling on the decisions that matter.
↗Decisions are where strategy becomes reality, and where risk and opportunity meet.
Our research turns real-world complexity into practical insight so leaders can decide with clarity and confidence.
AD Amey DhavleFounder, DcisionAI
Decisions are the new data infrastructure.
When organizations treat decisions as first-class data, they unlock compounding advantages in speed, quality, and trust.
Explore the thesis →We start from fundamentals, not assumptions.
We test ideas rigorously and share what holds up.
We build for adoption, not just publication.
We elevate judgment, not replace it.
Ready when you are
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