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The BANT FrameworkBacklog (ideas to explore and pair with stakeholders) | Validating & SBIRcrafting (ideas being explored with identified stakeholders) | Delivered to Core Engineering (innovation transfer to core product) |
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Prevent future breaches - Integrated Security Operations App Dev vision / “Opposite of middleware” Use Case: System Inventory / Heartbeat MS Teams embedded experience for US & global public sector Playbooks on mobile Out of band communication User deactivation via SCIM/SLO Auto-generated Playbook status updates AI RAG: auto-generated K8s deployment Playbook based on documentation 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: Solutions: Related:
Multi-bot, multi-LLM AI AI scopes and access controls (related: plugin access controls for “Will” events, like UserWillJoinTeam and UserWillJoinChannel) SMS-alternative low bandwidth communication App Dev vision / “Opposite of middleware”
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