---
id: "action-pair-managers-engineers"
type: "action-item"
source_timestamps: ["§ Hiring and Developing Agent Managers"]
tags: ["team-structure", "collaboration"]
related: ["concept-prompt-craftsmanship", "claim-agent-manager-non-technical"]
action: "Pair domain-expert Agent Managers with technical AI Engineers to separate intent-shaping from deterministic execution."
outcome: "Scales AI deployments faster and with greater trust by combining business logic with technical stability."
speakers: ["Suraj Srinivasan", "Vivienne Wei"]
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"
---
# Pair Agent Managers with AI Engineers

## Action — Pair Agent Managers with AI Engineers

**Do:** Structure teams so that **Agent Managers** (focused on natural language, shaping intent, judgment, and tone via [[concept-prompt-craftsmanship]]) work closely with **AI Engineers** (who sit in IT and handle deterministic execution, data parsing, and system integrations).

Internal groups that pair these roles deliberately **scale faster and build greater trust**.

**Expected outcome:** Faster, more trusted AI deployments by combining business logic with technical stability.

**Grounded in:** [[claim-agent-manager-non-technical]] — this pairing is *how* a 'non-technical' agent manager still ships technically sound agents. It also reconciles the enrichment counter-point that some AI fluency is required: the fluency lives in the partnered engineer, while the manager owns intent.