Mnemosphere

Thread Deck is a canvas-first workspace built for AI operations, where you connect notes, ideas, and links on one unified canvas and then bring your favorite large language models into the same space to run, test, and iterate. You can drop in research, snippets, and links next to your prompts, keep tone-guides, personas, and reusable prompt blocks at the ready, and tie everything into a single visual workflow. It logs every model run, tracks token burn and cost, and includes a free “LLM Pricing Calculator” so you can estimate usage and budget across providers like ChatGPT, Claude, or Gemini. Collaboration is built in; you can invite teammates, share live canvases, compare model outputs side-by-side, and build shared prompt libraries. The goal is to reduce the fragmentation of notes, tabs, and AI chats by giving you a clear canvas where both thinking and generation happen together.

Okara is a privacy-first AI workspace and private chat platform that lets professionals interact with 20+ powerful open source AI language and image models in one unified environment without losing context as you switch between models, conduct research, generate content, or analyze documents. All conversations, uploads (PDF, DOCX, spreadsheets, images), and workspace memory are encrypted at rest, processed on privately hosted open-source models, and never used for AI training or shared with third parties, giving users full data control with client-side key generation and true deletion. Okara combines secure, encrypted AI chat with integrated real-time web, Reddit, X/Twitter, and YouTube search tools, unified memory across models, and image generation, letting users weave live information and visuals into workflows while protecting sensitive or confidential data. It also supports shared team workspaces, enabling collaborative AI threads and shared context for groups like startups.