# AI Workdeck vs Pieces — Fit & Features

Canonical: https://trutool.co/compare/ai-workdeck-vs-pieces
Author: Snehil (https://trutool.co/authors/snehil)

Compare AI Workdeck and Pieces by use case, features, limitations, and evaluation questions.

## Compare fit, features, and limitations

### AI Workdeck
Open-source workspace for professional document AI: reviewable agent edits, source-linked work, three-way document merges, and an extensible plugin runtime. Starting with legal work.
Best fit: People and teams evaluating ai productivity for a specific workflow.
- Editing
- Document workflows
Before you choose: Test a representative task, inspect outputs, and confirm integrations, permissions, data handling, licensing, and current costs.
Pricing: https://github.com/pricing
- [Read AI Workdeck profile](https://trutool.co/tools/ai-workdeck): Read AI Workdeck profile

### Pieces
Pieces builds artificial memory from your work so you can recover decisions, resume where you left off, and bring real context into every AI tool.
Best fit: People and teams evaluating ai productivity for a specific workflow.
- Core product workflow
Before you choose: Test a representative task, inspect outputs, and confirm integrations, permissions, data handling, licensing, and current costs.
Pricing: https://pieces.app/pricing
- [Read Pieces profile](https://trutool.co/tools/pieces): Read Pieces profile