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Product · aulo

AULO

AULO (Agent Unified Loop Overlay) is the unified human–Agent collaboration interface for ReadyForAI: inbox, console, projects, chat, knowledge, council, and alerts in one view. Browsers connect to the AULO gateway; domain state for tasks, alerts, compliance, and council stays in PathPilot, HeronSentry, OwlAudit, PrismCouncil, and LarkScout. AULO handles aggregated display, action forwarding, and notifications—it does not execute Agents or embed an approval engine.

AULO (Agent Unified Loop Overlay) architecture diagram for enterprise digital workforce infrastructure
AULO logo

AULO

Agent Unified Loop OverlayOne workspace for human–Agent work: inbox, conversations, council, and governance actions

Bring human and Agent team collaboration into a single workspace.

Single Entry Point
Inbox · Console · Chat · Council
Gateway Aggregation
Domain state stays in governance products
Human-in-the-Loop
Sign-offs and confirmations write back upstream

Typical pains

  1. As Agent fleets grow, teams must monitor multiple disconnected dashboards
  2. Approvals and alerts are scattered across email, IM, and ticketing systems
  3. Human–Agent collaboration lacks a unified audit trail and record

Core value

Agent organization and runtime overview

Inspect multi-agent hierarchy, reporting lines, and active health at a glance; monitor active agents, cost burn, and token consumption in real time.

Dashboard: Agent organization, active status, and runtime resource consumption

One inbox stream across systems

Task escalations from PathPilot, HITL approvals from OwlAudit and pending council items from PrismCouncil land in one project-grouped stream, each tagged with priority and source; lanes at the top filter by HITL, approval, decision, new Agent and Agent request.

Action Center: Cross-system inbox with multi-dimensional status filters

Collaborative task pipelines and stage progression

Render PathPilot task pipelines with transparent predecessor dependencies, multi-stage pipeline runtimes, and timeout safety valves.

Projects & Tasks: Multi-agent collaborative pipeline, dependency tracking, and stage progression

Sign off high-risk actions from the inbox

PathPilot escalations, PrismCouncil pending decisions, and OwlAudit HITL land in one inbox stream, where sign-off is actioned and written back upstream; approval policy is defined and evaluated by OwlAudit.

Human-in-the-Loop (HITL) Review: Risk inspection and two-step override release

Alerts and traces in one place

HeronSentry alert lists, rules, and trace search render on AULO's alerts view, alongside the inbox and console in one workspace.

Alerts: Multi-source runtime monitoring and trace inspection

Capabilities

Daily collaboration

Unified InboxAggregates PathPilot escalations/unassigned Agents, PrismCouncil pending items, and OwlAudit HITL; alerts stay on the Alerts page
Message MemosImportant messages can be marked as memos (30 per user) and reviewed in the workspace memo panel; jump-to-context is limited to the current session
Conversations & Discussions1-on-1 with Coordinator; multi-Agent discussions routed via NodalOS. AULO does not run models
Knowledge & ContentAuthor and assign SOPs, rules, skills, and personas in the workspace; content is stored in LarkScout

Does / does not

Does
  • Unified inbox: task escalations, pending council decisions, HITL approvals, and unassigned Agents
  • Agent console: organization overview, project paths, health monitoring, and runtime drill-down
  • Human approval entry point: confirm high-risk and compliance actions and write results back
  • Centralized alerts and traces: HeronSentry alert browsing and call-chain lookup
  • Agent performance dashboard: multi-dimension objective metrics (read-only)
Does not
  • Does not execute Agent runtimes or run large-model inference in the browser/local UI
  • Does not define compliance policies (OwlAudit judges; AULO handles human review interaction and write-back)
  • Does not independently persist backend domain state (tasks stay in PathPilot, audit in OwlAudit, telemetry in HeronSentry; AULO is the aggregation gateway)

By role

Technology leaders

Single control surface aggregating connected governance products; models and keys configured in management plane, inference stays in NodalOS

Compliance & risk

Approvals and HITL capture human actions in AULO, while audit records and policies remain in OwlAudit

Business leaders

Shifts human roles from item-by-item execution to oversight, confirmation, and high-level decision-making for Agent teams

Integrations

PathPilot task and project control planeHeronSentry alerts, Traces, and runtime metricsOwlAudit approvals and compliancePrismCouncil deliberationsLarkScout knowledge and data sourcesNodalOS runtime and conversation transportHarnessServer session and retrieval (by deployment)Enterprise IdP / OIDC sign-on, with an optional local emergency admin

Related products

PathPilotAI Agent task execution control planeOwlAuditAI Agent compliance audit and human-in-the-loop (HITL) governanceHeronSentryStandalone AI Agent observability plane: tracing, costs, alerts, and performance analysisPrismCouncilStrategic decision council for Agent governance

Next steps

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