Rajveer Rathod@rathodrajveer131183879

BrainOS solves the core blocker to enterprise AI automation: models are capable, but they lack company-specific operational knowledge. Critical context lives across Slack threads, PDFs, screenshots, diagrams, runbooks, support tickets, and tribal knowledge inside employees’ heads. AI agents cannot reliably operate on fragmented information. BrainOS is a multi-agent, multi-modal system that ingests company knowledge from text, PDFs, screenshots, architecture diagrams, and live Slack conversations, then builds a living reconciled knowledge graph. Incoming information is continuously reconciled against existing facts: stale ownership is superseded, duplicates are removed, and conflicting claims are marked Disputed when unresolved. The system exports portable SKILLS.md context files consumable by Claude Code, Cursor, OpenAI GPTs, Aider, and other AI agents. Four specialized agents run on AMD MI300X through vLLM: an Ingestion Agent (text + vision), Structuring Agent (extraction + reconciliation), Execution Agent (graph-aware retrieval + grounded generation), and Feedback Agent (groundedness auditing). MI300X’s 192GB HBM3 enables co-resident 70B text and 7B vision models on a single GPU without swapping, enabling sub-second multimodal ingestion and per-task model routing. BrainOS includes a production-ready Slack integration with thread ingestion, channel ingestion, semantic search-then-ingest, and /brainos slash command support for grounded in-channel Q&A with confidence labels. Knowledge can also sync into Slack Canvas for department-level operational memory. Beyond standard RAG, BrainOS adds conflict detection, provenance tracing to source quotes, confidence scoring, knowledge-gap analysis, security-aware segmentation, and department-scoped memory isolation. Self-hostable, vendor-neutral, and open-source, BrainOS continuously evolves its organizational understanding while surfacing what knowledge is now disputed.

Grab your ideas, spin up compute, and start building what’s next! Start with $100 in AMD Developer Cloud credits and begin building right away. Get access to hands-on tutorials, workshops, and curated learning resources to help you build faster and go further. To unlock credits and join the hackathon, sign up for the AMD AI Developer Program. 🤝 Go solo or team up — ship something real. 💰 $21,500+ total prize pool & 1 × AMD Radeon™ AI PRO R9700 GPU up for grabs. 📍 On-site Venue (May 9-10): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.