Category Archives: Decision Modeling

Decision Optimization and LLM

Posted on June 1, 2026 by decisionmanagementcommunity

Gurobi, the company behind one of the leading Integer Linear Programming (ILP) solvers, recently published a white paper “Intelligence, Optimization, and theNew Decision Frontier” (written by Adam DeJans). It describes different integration techniques of optimization tools such as ILP solvers … Continue reading →

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Submissions Review for Apr-2026 Challenge “Agentic Medical Services”

Posted on May 12, 2026 by decisionmanagementcommunity

We received five submissions for the Apr-2026 Challenge and asked Jeremiah Connelly of Novus-Forge to provide a comparative analysis. He wrote: “The April 2026 challenge sits at an intersection that is increasingly relevant to anyone building production systems with AI: … Continue reading →

Posted in Agents, Artificial Intelligence, Challenges, Decision Intelligence, Decision Modeling | Leave a comment

Measure Decision Qualify, Not Forecast Accuracy

Posted on May 6, 2026 by decisionmanagementcommunity

Adam DeJans: “The goal is NOT to predict the future perfectly. The goal IS to make better DECISIONS under uncertainty.” Link

Posted in Decision Intelligence, Decision Modeling, Decision Monitoring, Decision Optimization | Leave a comment

From Process to Decision – From Model to Execution

Posted on April 28, 2026 by decisionmanagementcommunity

In June, Stefaan Lambrecht will run several sessions with the above name. Here is his preview: Let’s be blunt: Most BPM initiatives fail.Not because of tooling.Not because of lack of effort. But because they focus on the wrong thing. They … Continue reading →

Posted in Architecture, BPM, Case Management, Decision Making, Decision Modeling, DMN | Leave a comment

Agentic Medical Services

Posted on April 4, 2026 by jacobfeldman

This April-2026 Challenge aims to explore how LLMs orchestrate rule-based decision services. It describes three loosely coupled medical services: Your LLM should use these three services (instead of its own general “knowledge”) to determine a therapy for a patient with … Continue reading →

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Enterprise AI is moving toward Decision Systems

Posted on March 26, 2026 by decisionmanagementcommunity

Adam DeJans Jr describes how to think about decision systems through the lens of sequential decision problems. “Most operational environments are not one-time optimization problems. They are ongoing processes where decisions must be made repeatedly as the state of the … Continue reading →

Posted in Architecture, Decision Modeling, Decision Optimization, Decision Tracing, Uncertainty | Leave a comment

Meaning-Driven Architecture

Posted on March 12, 2026 by decisionmanagementcommunity

Jack Jansonius published an article, “When Data Doesn’t Know What It Means.” Many enterprise data systems suffer from a hidden problem: the data no longer “knows” what it means. Over decades, business meaning has been fragmented across processes, rules and … Continue reading →

Posted in Architecture, Decision Intelligence, Decision Modeling, Knowledge Representation, Semantic Web | Leave a comment

From Process-Centric to Decision-Centric Architecture

Posted on March 10, 2026 by decisionmanagementcommunity

Stefaan Lambrecht from TRIPOD shared a typical story for insurance operations. Embedding critical business logic within a script inside a process cost the insurer €50 million. This wasn’t caused by careless people or bad intentions. It happened because the decision … Continue reading →

Posted in Architecture, Decision Modeling, DMN, Insurance Industry | Leave a comment

Decision Modeling by Adam DeJans Jr.

Posted on March 4, 2026 by decisionmanagementcommunity

Adam DeJans Jr. describes the technical approach he uses, regardless of whether the tool is for optimization, ML, simulation, or even a rules engine: Link

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From Solvers to Decision Factories

Posted on February 24, 2026 by decisionmanagementcommunity

Jacob Feldman just posted an article with this title on LinkedIn. Here is the conclusion: “Moving from pure solvers to ‘decision factories’ reflects a broader trend: traditional optimization solvers are maturing into Decision Optimization components embedded within larger Decision Intelligence … Continue reading →

Posted in Decision Intelligence, Decision Making, Decision Modeling, Human-Machine Interaction, Optimization, solvers, Trends | Leave a comment