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very living document

Backlog (ideas to explore and pair with stakeholders)

Validating & SBIRcrafting (ideas being explored with identified stakeholders)

Delivered to Core Engineering (innovation transfer to core product)

  • Out of band communication

  • User deactivation via SCIM/SLO

  • Auto-generated Playbook status updates

  • AI RAG: auto-generated K8s deployment Playbook based on documentation

  • Low bandwidth communication

  • AI scopes and access controls

    • Stakeholder: GCHQ

  • Multi-bot, multi-LLM AI

  • Ambient AI

  • Responsible AI: trust & safety, flagging & monitoring

  • Unified search incorporated with AI

    • Matt Birtch: “There are currently multiple ways to search for things and people don't always know which search to use. For example, users expect to use the global search bar to find their colleagues or to find channels, but instead, they can only use that to find messages or files. Since we're also looking at AI-powered search, I thought about how it might all be incorporated together in one unified access point for search.”

  • AI Copilot

    • Stakeholders:

      • DOD D2P2 SBIR 24.1 BAA: Spaceport of The Future (SOTF)

      • Air Force STTR X24.D Phase I

    • Solutions:

      • AI-enhanced search

      • AI-generated Playbooks

      • AI-enhanced collaboration (Project NITMRE):

        • “Integrate secure and private large language models (LLMs) to accelerate decision making during a crisis situation for AMC’s Command and Control (C2) architecture”

    • Related:

      • AI Copilot Plugin in Mattermost Cloud, “🔋batteries included”

  • Mattermost for Microsoft Teams

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