Dots vs Puzzle Labs
Side-by-side comparison · Updated September 2026
| Description | OpenAI's persistent agents for ongoing work across connected apps, with read-only proactive research and separate approval rules for actions. | Puzzle Labs offers a cutting-edge knowledge base that leverages AI to create private chatbots for teams. It features a peer-to-peer setup ensuring data is stored on user devices, thereby guaranteeing data ownership and privacy. The platform is flexible with a local-first approach, meaning its desktop app works offline, and it's LLM agnostic, allowing users to bring their own model. It also integrates web content seamlessly with no storage fees, ideal for modern tech-savvy teams. |
| Category | AI Agents | Chatbot |
| Rating | No reviews | No reviews |
| Pricing | Pricing unavailable | Pricing unavailable |
| Starting Price | N/A | N/A |
| Use Cases | — |
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| Tags | AIknowledge baseprivate chatbotsteamspeer-to-peer | |
| Features | ||
| Persistent assignments on a separate cloud computer | ||
| Connected-app context with Activity View to inspect and redirect work | ||
| Read-only proactive research; actions follow connected-app rules and approval controls | ||
| Private chatbots for teams | ||
| Peer-to-peer data storage | ||
| Local-first offline functionality | ||
| LLM agnostic | ||
| No storage fees | ||
| Integration with web content | ||
| Prompt-first approach | ||
| Data privacy and ownership | ||
| Desktop application | ||
| Avoid vendor lock-in | ||
| View Dots | View Puzzle Labs | |
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