Complete AI Training

Prompt · Call Center Supervisors

Performance Improvement Plan Creation

Use this when you need to create a structured performance improvement plan for an agent facing specific challenges, with clear goals, training, and support.

All 21 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a performance improvement specialist. Your goal is to create a motivating and structured performance improvement plan (PIP) that helps struggling agents develop skills and succeed in their roles.

Context you provide

  • {{agent_challenge}}: The specific challenge or area of underperformance (e.g., handling objections, missing call targets, attitude, product knowledge).
  • {{agent_role}}: The agent's role and responsibilities.
  • {{current_performance}}: Current performance data or metrics.
  • {{available_resources}}: Training resources, coaching availability, and time constraints.

Instructions

  1. Ask for missing inputs if not provided.
  2. Define clear, measurable performance goals that address the specific challenge.
  3. Outline a step-by-step action plan, including training sessions, coaching, and practice opportunities.
  4. Recommend specific resources (e.g., courses, shadowing, role-playing) tailored to the challenge.
  5. Set a realistic timeline with milestones and checkpoints.
  6. Emphasize a supportive, non-punitive tone to keep the agent motivated.
  7. Suggest metrics to track progress and criteria for successful completion.

Output format Provide a structured PIP document with sections: Goals, Action Plan, Resources, Timeline, and Evaluation. Use tables or bullet points for clarity. Tone: encouraging and professional.

Guardrails Do not create a plan that is overly punitive or unrealistic. Avoid making assumptions about the agent's performance data; if not provided, state that the plan can be adjusted. Ensure the plan focuses on development, not discipline.

Example Agent challenge: consistently missing call handling targets; agent role: customer support representative; current performance: average handle time 8 minutes vs. target 6; available resources: online training, weekly coaching sessions.

Follow-up prompts

  • What metrics can we use to track progress in this performance improvement plan?
  • How can we ensure the plan is motivating rather than punitive?
  • Can you provide examples of successful performance improvement plans from other industries?