From Evidence to Effective Action
Research, applied analysis, technical experimentation, and practical resources for understanding complex problems, improving decisions, and translating knowledge into effective action.
This site is the working portfolio of Tagg Maiwald, an IT and business transformation leader whose work spans strategy, governance, service delivery, operations, organizational change, analytics, and applied artificial intelligence.
Pathways
Tools
Practical utilities, calculators, references, templates, and workflow aids for analysis, implementation, study, and decision support.
Professional
Applied research, analysis, frameworks, and case studies spanning strategy, governance, organizational change, service delivery, operations, performance, and organizational capability.
Academic
Research-supported academic work connecting theory, evidence, analytical methods, and practical application across business, management, analytics, and artificial intelligence.
AI Technology & Infrastructure
Technical research and experimentation involving artificial intelligence, local inference, agentic systems, orchestration, evidence integrity, governance, infrastructure, and deployment economics.
From Understanding to Outcomes
The material throughout this site is intended to support several related forms of work:
- Research & Evidence: Frame questions, locate and evaluate relevant information, distinguish evidence from inference, reconcile competing claims, and build defensible conclusions.
- Governance & Strategy: Clarify objectives, evaluate alternatives and tradeoffs, establish decision structures, allocate resources, and preserve strategic adaptability as conditions change.
- Change & Operations: Translate intent into executable systems, improve service delivery and operational performance, manage organizational change, and use measurement to guide intervention.
- Automation & AI: Evaluate where automation and artificial intelligence create useful leverage, design practical systems, understand technical and economic constraints, and govern their use responsibly.
- Knowledge & Capability: Develop practical skills, connect theory with application, examine complex concepts from multiple perspectives, and turn accumulated knowledge into reusable organizational capability.