Why AI planning is fundamentally different
Every project management tool on the market was designed for the same workflow: a human thinks, breaks down work, creates tasks, assigns them, and tracks progress. The tool is a container for human decisions.
AI changes the equation. When an AI can generate a plausible project structure in seconds, the bottleneck shifts from creating the plan to evaluating and refining it.
The old model
- You have an idea
- You spend hours breaking it into tasks
- You organize tasks into sprints
- You start building
Most of your creative energy is spent on step 2 — the tedious translation from vision to structure.
The new model
- You have an idea
- AI generates a structured plan
- You review, adjust, and approve
- You start building
The human role shifts from author to editor. You're no longer staring at a blank board wondering where to start. You're looking at a first draft and deciding what to keep.
Why this matters for tools
Existing tools aren't built for this workflow. They optimize for manual input: keyboard shortcuts for creating cards, bulk operations for moving tasks, templates for common project types.
But when the AI generates 40 tasks in 3 seconds, you need a different interface:
- Spatial overview — see the entire plan at once, not a scrollable list
- Dependency visualization — understand relationships between tasks instantly
- One-click refinement — tell the AI to expand, simplify, or restructure sections
- Confidence indicators — know which parts of the plan the AI is sure about vs. guessing
This is what we're building at Hilla. Not another project board with an AI sidebar — a project board designed from the ground up for AI-generated plans.
The editing metaphor
Think of it like writing. Before AI, a blank document was your starting point. Now, you might start with a draft and edit it into shape. The best AI writing tools understand this — they make editing fluid, not just generation fast.
Project planning is the same. The tool needs to make evaluation effortless, not just creation quick.
That's the bet we're making with Hilla.