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PathPilot

PathPilot is the task execution control plane for AI Agents—closing the loop from dispatch and tracking to escalation, overlaid with budgets and milestones, and aggregated across nested Programs and Groups to keep collaboration observable and actionable.

PathPilot (Agent Task Control Plane) architecture diagram for enterprise digital workforce infrastructure
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PathPilot

Agent Task Control PlaneAI Agent task execution control plane

Bring Agent task dispatch, tracking, and escalations into a controllable plane with budget and milestone governance.

Closed Loop
Dispatch → Tracking → Escalation
Dual Track
Budget + Milestone Governance
Multi-Level
Program / Group / Task Rollup

Typical pains

  1. When multi-Agent chains fail, it is unclear at which step the failure occurred
  2. Without budgets and milestones, scaled task execution quickly drifts out of control
  3. Blocked tasks have no structured path to escalate to human operators

Core value

Multi-agent collaborative pipeline and stage progression

Multi-stage pipeline, predecessor dependency tracking, and intelligent dispatch; execution status, self-reported progress, and cost consumption rendered in AULO.

Projects & Tasks: Multi-agent collaborative pipeline and execution control

Progress, budget and milestones across projects

PathPilot rolls up each program's progress, budget spend and milestones. The project roadmap in AULO's console lays them out as Gantt bars next to a summary table, and calls out programs that are behind and milestones coming due.

Console project roadmap: progress, budget and upcoming milestones by project

Progress, budget and resource locks for one project

The project overview puts PathPilot's progress, budget and elapsed-time gauges, the task status breakdown, dependency-driven milestones and cross-task resource locks on one page.

Project overview: progress, budget, task breakdown, milestones and resource locks

Task dependencies and agent-reported progress

Expand a task to see what it depends on, which task group it belongs to, and the timeline its agent writes through PathPilot's progress-reporting tool.

Task detail: dependencies, task group and agent-reported progress timeline

Capabilities

Task lifecycle

Dispatch → Tracking → EscalationComplete lifecycle from creation to closure, including blocked, waiting, canceled states, and escalation resolution
Actionable PipelinesMulti-phase, decision nodes, reset / skip, and templates; stores state while external runners drive execution
Intelligent Dispatch RecommendationScores and recommends assignees; auto-dispatches only when tasks explicitly enable auto-dispatch
Resource LocksLocks shared resources across tasks to prevent concurrent collisions
Standalone Control PlaneTask control REST APIs support standalone deployment; Kanban / MCP / runtime dispatch use AULO or NodalOS, while monitoring and audit remain optional

Does / does not

Does
  • Task lifecycle closed loop: dispatch, tracking, blockage handling, and human escalation
  • Multi-tier budget governance: Program / Group / Task budget states and over-budget handling
  • Milestone tracking: dependency-based status and cross-level rollups
  • Actionable pipeline control: multi-stage flow, decision gates, reset/skip, and templates
  • Intelligent dispatch scoring: skill and occupancy scoring to recommend the best executor
  • Execution timeline and performance snapshots: self-reported progress and 30-day efficiency/quality analysis
Does not
  • Does not act as the raw task worker (PathPilot controls stages and intervention; Agents execute the work)
  • Does not orchestrate legal/compliance approval workflows (high-risk blocking and compliance review belong to OwlAudit)
  • Does not store raw business documents or knowledge texts (stores control-plane state and metadata indices only)

By role

Technology leaders

Bring multi-Agent tasks into an observable, controllable plane where blockers map clearly to task states, escalations, and Pipeline stages

Compliance & risk

Program budget adjustments record approved outcomes only; critical milestones link to OwlAudit writeback

Business leaders

Dual-track visibility into budgets and milestones, keeping operations steerable at enterprise scale

Integrations

AULO Kanban; Program adjustments manually record approved outcomesHeronSentry cost writeback and runtime healthOwlAudit writes back escalations / budget overrides and can freeze tasks for complianceNodalOS Coordinator dispatch, lifecycle, and Worker MCPPrismCouncil creates blank Programs upon final decision

Related products

AULOOne workspace for human–Agent work: inbox, conversations, council, and governance actionsOwlAuditAI Agent compliance audit and human-in-the-loop (HITL) governanceHeronSentryStandalone AI Agent observability plane: tracing, costs, alerts, and performance analysisNodalOSHeterogeneous multi-Agent hosting platform and governance substrate (OS layer)

Next steps

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