Open-source data layer for Physical AI: log, query, transform, visualize, and train multimodal robotics data.
Best for: Robotics researchers and engineers building end-to-end learning pipelines, Physical AI teams needing to visualize and debug multimodal sensor data
Open-source collaborative AI canvas with board-aware agents, mini-apps, and real-time multiplayer.
Best for: Researchers who want to map literature and run analyses next to their notes, Developers prototyping system designs and testing code snippets on an infinite canvas
Agentic AI coding in JupyterLab with Claude, Copilot, Ollama, and MCP
Best for: Data scientists in JupyterLab wanting agentic AI coding with Claude Code, Teams needing managed AI policies (provider locking, model endpoints) for JupyterHub deployments
Turn text prompts into interactive 3D models and charts you can manipulate right in Gemini chat.
Best for: Students exploring physics, chemistry, or astronomy concepts with interactive models, Educators creating manipulable teaching aids for classroom or remote learning
Unified omnichannel conversational AI agent platform for enterprises to deploy and analyze voice and chat agents.
Best for: Enterprise contact centers needing omnichannel AI agents with unified analytics, Customer experience teams seeking conversation intelligence and automated QA
Build your own financial workspace with AI agents, dashboards, and full data control.
Best for: Buy-side investment teams needing custom data workflows and AI agents with full data ownership, Quantitative analysts building AI-driven dashboards with governed data access
Physical AI platform powering sensor fusion and real-time operational intelligence.
Best for: Industrial operations managers needing predictive maintenance and anomaly detection, Construction companies monitoring equipment utilization and safety
AI-powered data notebook for conversational analytics and reporting.
Best for: Data analysts needing quick conversational insights from databases or files, Data scientists building interactive notebooks with AI assistance
Defunct natural language data query platform; shut down July 7, 2026 when the Finisterra team joined Chainalysis.
Best for: Researchers and journalists who previously used Baselight for quick data lookups—but only to recover exported data, Understanding the risks of relying on free, VC-backed data tools
