---
id: "framework-ai-orchestration-responsibilities"
type: "framework"
source_timestamps: ["§ Defining This Pivotal Role"]
tags: ["operations", "job-description"]
related: ["concept-ai-orchestration", "concept-agent-manager"]
steps: ["\\\"Monitoring agent performance: tracking quality", "speed", "escalation rates", "and customer sentiment.\\\"", "Refining prompts and workflows: iteratively improving accuracy and tone.", "Managing handoffs: ensuring smooth transitions to human agents and proper escalation when required.", "Conducting root-cause analysis: investigating failed cases to drive continuous improvement.", "Quantifying impact: performing ROI analysis and executive reporting."]
sources: ["agentic"]
sourceVaultSlug: "hbr-seg-agentic"
originDay: 6
articleStem: "hbr-sig-58-agent-managers"
sourceUrl: "https://hbr.org/2026/02/to-thrive-in-the-ai-era-companies-need-agent-managers"
sourceTitle: "To Thrive in the AI Era, Companies Need Agent Managers"
---
# Core Responsibilities of AI Orchestration

## Framework: Core Responsibilities of AI Orchestration

The tactical, day-to-day responsibilities that define the [[concept-ai-orchestration]] function for an [[concept-agent-manager]].

1. **Monitoring agent performance** — track quality, speed, escalation rates, and customer sentiment (the 'dashboards and scorecards' of [[quote-stauber-routine]]).
2. **Refining prompts and workflows** — iteratively improve accuracy and tone; see [[concept-prompt-craftsmanship]].
3. **Managing handoffs** — ensure smooth transitions to human agents and proper escalation when required (a defining feature of the [[concept-hybrid-workforce]]).
4. **Conducting root-cause analysis** — investigate failed cases to drive continuous improvement, feeding the [[concept-test-deploy-learn-cycles]].
5. **Quantifying impact** — perform ROI analysis and executive reporting.

### Enrichment note
This list is almost identical to Beam.ai's published responsibilities ('Performance monitoring… Prompt refinement and workflow optimization… Human-agent handoff coordination… Root-cause analysis… ROI reporting') and closely matches PyramidCI, Rasa, and Omega CRM — one of the most strongly corroborated elements of the article.