Persona Architecture

More in Operations

• Microsoft SharepointFinds, searches, uploads, and shares files and lists in SharePoint.
• Microsoft TodoCreates, finds, completes, and organizes tasks in Microsoft To Do.
• Mixed Initiative FlowDefines when AI leads, when the user leads, and how to hand off control.
• Output Quality RubricsDefines what a good AI output looks like in terms of accuracy, relevance, and helpfulness.
• ResendSend transactional email, manage contacts, segments, broadcasts via Resend.
• Task DecompositionBreaks a complex goal into subtasks that AI agents can handle.
• Tone CalibrationAdjusts formality, warmth and confidence to fit each audience and context.
• Transparency PatternsShows users what the AI knows and how confident it is.