Associate Coaching

An Infios Archer agent to deliver consistent, personalized coaching without manual data analysis

 

When a supervisor needs performance insights, the Associate Coaching agent analyzes efficiency rates, performance scores, time-on-task and other operational metrics to identify coaching opportunities for each operator. It then generates personalized guidance the supervisor can use right away.

Supervisors get a ready-to-use coaching script while the shift is still underway or after, and the opportunity to improve is still actionable.

The Challenge

The challenge of timely performance coaching

Order completion rates are below target and overtime is becoming routine. The supervisor knows performance is off, but understanding why means pulling reports, cross-referencing pick rates and building coaching notes from scratch.

The data exists across labor and operational systems, but turning it into actionable coaching takes time supervisors often don’t have during a live shift. By the time feedback reaches the associates who need it, the opportunity to improve may have passed, and the same pattern can repeat on the next shift.

Performance data shouldn’t only be reviewed days after a shift ends to explain what happened. It should help teams improve while there’s still time to change the outcome.

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The Solution

How the agent solves it

When a supervisor requests performance insights, the Associate Coaching agent analyzes labor and operational data — including efficiency rates, performance scores, pick rates and other key metrics — to identify coaching opportunities for each operator. It highlights where the biggest improvements are needed and generates personalized guidance for supervisors.

Supervisors get actionable coaching scripts, not raw data, so they can deliver targeted feedback during the shift or provide feedback periodically to improve performance long term.

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THE BENEFITS

Turning insights into timely feedback

Coach more consistently

Give every operator timely, structured feedback.

Spend less time preparing

The agent turns performance data into actionable insights automatically.

Improve workforce productivity

Deliver personalized guidance when it can have the greatest impact.

Fewer repeat problems

Identifying issues early keeps the same issues from recurring shift after shift.

Across supply chain execution

Consistently low performance can quickly delay order fulfillment and put transportation appointments and delivery promises at risk. Identifying performance issues early keeps warehouse execution on track — so the commitments made by order management and transportation stay on track, too.

  • TIGHTER EXECUTION WINDOWS

    Consistent shift performance gives the OMS and the TMS the confidence to set tighter cutoffs and appointments without padding for potential delays.

  • REDUCE DOWNSTREAM ERRORS

    Targeted coaching helps increase order accuracy and prevent costly refunds or replacements.

  • CORRECT EXECUTION IN REAL TIME

    In-shift insights and coaching help correct performance while the shift is still running, keeping shipping schedules, dock appointments and delivery commitments on track.

PICK YOUR DISRUPTION

Learn more about supply chain execution disruptions and how to solve them

Explore AI-powered execution.

See how Infios Archer brings AI agents into everyday supply chain execution.