Athena Live: Master Specification

Athena Live Agent

A real-time AI entity that builds and executes work while you are still talking, closing the gap between intent and execution.

1. Executive Summary

Core identity: Real-time intelligence + active agency.

Primary value: Eliminates the latency gap between intent and execution.

One-sentence pitch: Athena Live is a real-time AI agent that builds and executes work while you are talking.

2. The Agent Model (Triple Loop)

Athena Live runs three continuous loops in parallel, rather than a linear input-process-output flow:

  • Perception: Listens and observes voice, chat, forms, and system events for intent and timing.
  • Reasoning: Breaks goals into executable steps and adapts decisions mid-interaction.
  • Execution: Builds artifacts and configures systems while the human is still speaking.

3. Operational Philosophy: Speculative Execution

  • Start early: Begins building based on high-probability intent.
  • Refine continuously: Adjusts work as new details arrive.
  • Rollback capable: Reverts or updates actions if assumptions change.

4. Capability Framework

Athena Live operates as a digital delegate across three layers:

  • Artifact creation: Scaffolds websites, assets, content, and technical configurations.
  • System orchestration: Populates CRMs, triggers workflows, and coordinates SaaS tools.
  • Resource preparation: Stages complex environments for rapid post-call use.

5. Trust, Control, and Autonomy

Athena Live uses a graduated autonomy model defined by the human:

  • Level 1 (Autonomous): Safe, low-risk actions execute automatically.
  • Level 2 (Staged): Risky actions are prepared and await a simple approval.
  • Level 3 (Confirmed): High-impact actions require explicit, logged permission.

6. Definitions and Contrasts

  • Concurrent, not reactive: Works during the talk, not after it ends.
  • Active, not passive: A delegate with authority, not a static chatbot.
  • Real-time, not background: Immediate state changes, not delayed batch work.
  • Speculative, not linear: Moves on probability, not 100% certainty.

7. Use Case Mapping

  • Sales and onboarding: Creates trial accounts and configures SSO before the rep finishes the pitch.
  • Site building and ops: Selects templates, assembles assets, and scaffolds pages while details are given.
  • Technical support: Pulls logs, identifies fixes, and stages updates for one-click apply.

8. Summary Logic

Athena = Intelligence + Agency

Live = Real-time Execution

If the system waits for the user to stop talking before it starts working, it is a standard assistant. If it finishes the work as the user finishes the sentence, it is Athena Live.