From Prompts to PM Power Tools: Build Custom AI Tools for Recurring Project Work

Markus Kopko

Principal Project & Program Management Consultant & Trainer

PMotion.ai

About the Presentation

A single prompt solves a single problem. A custom AI tool solves an entire process category, permanently. The difference between project managers who use AI occasionally and those who integrate it structurally is this: they stop re-briefing AI from scratch every time they need output.

This session shows PM professionals how to move beyond basic prompting and build their own specialized AI tools for recurring project work. Using real PM processes as examples (Project Charter generation, Risk Register creation, recurring risk assessments), attendees learn how to configure Custom GPTs, Gemini Gems, Claude Projects, and similar platforms into reusable, context-aware PM instruments.

The session is platform-agnostic and covers the maturity progression from saved prompts to fully configured AI tools that retain organizational standards, templates, and project context across multiple interactions. Attendees walk out with a concrete blueprint to build their first custom AI tool for a PM process they run regularly.

Key Takeaways:

Understand the AI maturity model. Progress from single prompts to reusable AI power tools: Prompt → Saved Prompt → Custom Tool → Context-Aware Project Workspace.
Build a Project Charter Generator. Learn how to create a tool that produces consistent, standards-aligned charters across all projects.
Configure a Risk Assessment Tool. Set up a solution that retains project context, recognizes patterns from earlier assessments, and supports recurring analysis cycles.
Compare leading AI platforms. Explore what Custom GPTs, Gems, Claude Projects, and Superagents do best—and how their approaches differ.

About Markus Kopko

Markus Kopko is a strategic project management and AI transformation expert with 25+ years of experience in project, program, and portfolio management. He is a member of the Core Development Team for the PMI Standard on AI in Project, Program, and Portfolio Management and served on the PMI Review Team for the PMBOK^® Guide 7th Edition.

As founder of PMotion.ai and The PM AI Coach, Markus helps project professionals integrate AI into their daily practice through structured frameworks and governance-first approaches. He focuses on the governance gap that traditional PM methods leave open once AI introduces model drift, explainability requirements, and probabilistic outcomes.

He develops and delivers cohort-based coaching programs in AI-focused PM practice, including dedicated PMI-CPMAI^® certification preparation. He is also an affiliate partner and trainer for the International Institute for Learning (IIL), delivering PMI certification courses and AI-focused training to PM professionals.

Markus holds the PMP^®, PgMP^®, and PMI-CPMAI^® certifications from PMI, as well as the C-AITL certification from USAII.

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