---
id: "concept-in-workflow-coaching"
type: "concept"
source_timestamps: ["§ Three Necessities", "¶18"]
tags: ["training", "real-time-feedback", "capability-development"]
related: ["entity-cresta-agent-assist", "action-close-insight-loop", "concept-continuous-sensing"]
definition: "The practice of providing real-time, AI-enabled training and feedback to employees while they are actively engaged in their daily tasks."
sources: ["tail1"]
sourceVaultSlug: "hbr-seg-tail1"
originDay: 1
articleStem: "hbr-tail-112-continually-assessing-performance"
sourceUrl: "https://hbr.org/2026/06/the-pros-and-cons-of-continually-assessing-performance"
sourceTitle: "The Pros and Cons of Continually Assessing Performance"
---
# In-Workflow Coaching

**Definition:** The practice of providing real-time, AI-enabled training and feedback to employees while they are actively engaged in their daily tasks.

In-workflow coaching is the shift from training employees *outside* of their daily tasks (separate training cycles, seminars) to adapting and developing them *while* they are actively performing work. It is made possible by [[concept-continuous-sensing]] plus AI.

The article's concrete example: AI systems that offer real-time reminders and context-specific knowledge to call-center personnel *while a customer is still on the line* — implemented by tools like [[entity-cresta-agent-assist]]. This closes the loop from insight to action immediately, letting the organization translate assessment data into instant capability enhancement rather than deferring it to a future training cycle.

This concept is the payoff of the third of the [[framework-three-necessities]] and is captured operationally as [[action-close-insight-loop]]. The enrichment aligns it with the established **"learning in the flow of work"** literature — but also flags a risk (see the counter-perspectives in [[_AGENT_PRIMER]]): real-time guidance can *overfit* employees to current tools, narrowing experimentation and reinforcing the very measurement trap described in [[concept-organizational-myopia]].


## Related across articles
- [[concept-agentic-personal-shoppers]]
- [[action-empower-frontline-managers]]