Model builds, fixes, and health checks
I build new Planning Analytics / TM1 models and fix existing ones. A health check gives you a plain list of what is wrong and what to fix first.
I build, fix, and tune the planning systems FP&A teams use to forecast.
IBM Planning Analytics and TM1.
I build new Planning Analytics / TM1 models and fix existing ones. A health check gives you a plain list of what is wrong and what to fix first.
Wrong numbers, missing totals, and slow views usually trace back to rules and feeders. I find the cause, fix it, and tune for speed.
Before you move from Planning Analytics v11 to v12, I check your model for what will break: rules, feeders, processes, and features v12 drops. You get a plain list of what to fix first.
Connecting AI tools, such as MCP servers, to your planning models so analysts can query, check, and explain the numbers in plain language.
I'm Jim Naff. I understand both the numbers and the tech. I have an accounting degree and an accounting background, and I taught myself programming to move from accounting into systems work.
I have worked with TM1 since 2007. From 2021 to 2022 I was IBM TM1 Finance Systems Manager in FP&A at Coursera. I am an IBM Champion and active in the TM1 / Planning Analytics community. Since 2023 I have been prototyping AI-augmented Planning Analytics tools.
Connects AI assistants to TM1 models through the Model Context Protocol.
Does the same for Planning Analytics Workspace.
A VS Code extension for TM1.
14+ LinkedIn articles on AI-augmented Planning Analytics.
Have a planning model that needs work, or a question about AI and Planning Analytics? Email me.