AI Prompts for ChatGPT for Operations

Write a Standard Operating Procedure for [DESCRIBE THE PROCESS: ONBOARDING A NEW VENDOR, PROCESSING A CUSTOMER RETURN, CLOSING THE MONTH-END FINANCIALS, HANDLING A CUSTOMER COMPLAINT]. The SOP should include: (1) Purpose: why this process exists and what problem it prevents, (2) Scope: who this applies to and when, (3) Responsibilities: which role owns each step, (4) Step-by-Step Procedure: numbered steps with enough detail that a new employee could follow them correctly, (5) Quality Checks: decision points and verification steps, (6) Common Errors: the 3 most frequent mistakes and how to avoid them, (7) Related Documents and Systems. Write at a level that assumes the reader is competent but not already familiar with this specific process.

Describe the process map (swim lane diagram) for this workflow: [DESCRIBE THE PROCESS END-TO-END]. For each step, specify: (1) the actor or department in whose lane the action belongs, (2) the specific action taken, (3) the input required to complete this action, (4) the output or decision produced, (5) any handoff to another lane, (6) any system or tool used. Identify the key decision points where the flow branches, and note any wait times or delays that are built into the process. Format as a structured description that a process analyst could use to draw the actual diagram.

Help me create a process inventory for the [DEPARTMENT: OPERATIONS, CUSTOMER SERVICE, FINANCE, HR] function. For each major function this department performs, identify: (1) the process name, (2) frequency (daily, weekly, monthly, as-needed), (3) the current documentation status (fully documented, partially documented, not documented), (4) the priority for documentation (based on: how critical is it if done wrong, how frequently does it change, how many people need to do it). Output a table I can use as a documentation roadmap, prioritized by documentation urgency.

Convert this SOP into a training document for new team members: [PASTE SOP]. The training document should: rewrite the procedural steps in a more explanatory, teaching style, add the "why" behind each key requirement (not just "do this" but "do this because..."), include 2-3 example scenarios showing how to apply the procedure in different situations, add a Common Questions section with the top 5 questions new employees ask about this process, and end with a self-assessment checklist the trainee can use to confirm they understand the process.

Write a runbook for [DESCRIBE A CRITICAL OPERATIONAL SYSTEM OR PROCESS: SERVER MAINTENANCE, PEAK SEASON STAFFING, INCIDENT RESPONSE, SYSTEM CUTOVER, CUSTOMER MIGRATION]. The runbook should be usable by someone who is not a daily expert on this system. Include: (1) pre-execution checklist (what to verify before starting), (2) step-by-step execution instructions with expected outputs at each step, (3) how to verify each step completed successfully, (4) what to do if a step fails or produces unexpected output, (5) rollback procedure if the overall process must be aborted, (6) post-execution validation checklist. Number every step.

Help me analyze a bottleneck in this process: [DESCRIBE THE END-TO-END PROCESS, THE THROUGHPUT TARGET, AND WHERE WORK IS PILING UP OR DELAYS ARE OCCURRING]. Using the Theory of Constraints or Lean methodology, help me: (1) confirm whether the identified constraint is the true bottleneck or a symptom, (2) calculate the capacity of each step and identify the capacity gap, (3) identify why the bottleneck exists (resource, policy, dependency, skill), (4) generate 5-8 specific interventions ranked by estimated impact and ease of implementation, (5) describe how to prevent the bottleneck from re-forming after the fix.

Conduct a 5 Whys root cause analysis for this operational problem: [DESCRIBE THE PROBLEM: A RECURRING ERROR, A MISSED SLA, A RECURRING CUSTOMER COMPLAINT, AN OPERATIONAL FAILURE]. Walk through the 5 Whys methodology step by step, asking "why did this happen?" at each level until we reach the true systemic root cause. Then: (1) distinguish the root cause from the symptoms, (2) identify whether the root cause is a process, people, technology, or measurement issue, (3) recommend a corrective action that addresses the root cause, not just the symptom, and (4) suggest a preventive control that would catch this type of failure before it reaches the customer.

Apply Lean's 8 Wastes framework to analyze this operational process: [DESCRIBE THE PROCESS IN DETAIL]. For each waste category (Transportation, Inventory, Motion, Waiting, Overproduction, Overprocessing, Defects, Non-utilized talent), identify specific examples of that waste in the process I described, estimate the impact in time or cost where possible, and suggest a specific Lean technique (value stream mapping, 5S, kanban, poka-yoke, kaizen) to eliminate it. Rank the top 3 wastes by impact and recommend the sequence in which to tackle them.

Help me redesign this process to be significantly more efficient: [DESCRIBE THE CURRENT PROCESS AND ITS KEY PROBLEMS: TOO SLOW, TOO ERROR-PRONE, TOO LABOR-INTENSIVE, TOO HARD TO SCALE]. The redesign should: (1) eliminate steps that do not add value (approval layers, rework loops, redundant data entry), (2) automate or partially automate steps that are rule-based, (3) redesign the handoffs to reduce waiting time, (4) add quality checks at the right points (catch errors early, not at the end), (5) reduce the skill level required for routine steps so higher-skill staff focus on exceptions. Present as a before and after comparison with estimated time and error rate improvement.

Help me build a capacity planning analysis for [DESCRIBE: A TEAM, A PRODUCTION PROCESS, A SERVICE DELIVERY MODEL]. Current state: [DESCRIBE CURRENT VOLUME, STAFF, AND THROUGHPUT]. Demand forecast: [DESCRIBE EXPECTED VOLUME GROWTH]. Build a model that: (1) calculates current capacity utilization, (2) identifies when capacity will be exhausted at the projected growth rate, (3) models the hiring or investment plan needed to stay ahead of demand, (4) includes a sensitivity analysis showing impact of faster or slower demand growth, (5) calculates cost per unit of output at each capacity level. Present as a table with quarterly milestones.

Design a KPI framework for the [DESCRIBE DEPARTMENT OR FUNCTION: OPERATIONS, CUSTOMER SERVICE, SUPPLY CHAIN, FULFILLMENT]. The framework should include: (1) 3-5 outcome KPIs (lagging indicators that measure results), (2) 5-8 process KPIs (leading indicators that predict outcomes), (3) for each KPI: the definition, how it is calculated, the data source, the measurement frequency, the owner, and the target or benchmark. Organize the KPIs in a balanced scorecard structure: Financial, Customer, Process, and People dimensions. Avoid vanity metrics that look good but do not drive decisions.

Write clear Service Level Agreement definitions for this operational service: [DESCRIBE THE SERVICE: CUSTOMER SUPPORT RESPONSE TIME, ORDER FULFILLMENT, INVOICE PROCESSING, MAINTENANCE REQUEST HANDLING]. For each SLA, define: (1) the exact metric (what is being measured), (2) the measurement methodology (how to calculate it, what counts and what does not), (3) the target and stretch goal, (4) the measurement period and reporting cadence, (5) what happens when the SLA is breached (escalation, remediation), and (6) any exclusions (force majeure, maintenance windows). Write at a level of precision that prevents disputes about whether SLAs were met.

Design an operations dashboard for [DESCRIBE ROLE: OPERATIONS MANAGER, VP OF OPERATIONS, COO]. The dashboard should give this leader everything they need to run the business in one view. Specify: (1) the 6-8 most important metrics to display (with the source and refresh rate for each), (2) which metrics should be shown as trend lines vs. single numbers, (3) where to show actual vs. target comparisons, (4) any drill-down views that should be available, (5) the alerts or threshold highlights that should trigger visual attention. Format as a layout description that a BI developer or no-code dashboard builder could use to build this in Tableau, Power BI, or Looker.

Create a quarterly operational performance scorecard for [DESCRIBE TEAM OR PROCESS]. Include metrics in these categories: [DESCRIBE: QUALITY, SPEED, COST, CAPACITY, CUSTOMER SATISFACTION]. For each metric, show: (1) the metric name, (2) the current quarter actual, (3) the target, (4) the prior quarter actual, (5) the year-over-year comparison, and (6) a status indicator (on track / at risk / off track with a color convention). Add a "highlights" and "watch items" section below the scorecard. Design the scorecard to be presentable to senior leadership with no additional explanation needed.

Create a post-mortem template for operational incidents (service disruptions, quality failures, SLA breaches). The template should capture: (1) Incident Summary (what happened, when, duration, customer impact), (2) Timeline (chronological account of key events and actions taken), (3) Root Cause Analysis (using 5 Whys or fishbone diagram structure), (4) Impact Assessment (quantified: affected customers, revenue impact, SLA credits owed), (5) Response Assessment (what went well, what could have been faster), (6) Corrective Actions (specific action, owner, due date), (7) Preventive Actions (what systemic change prevents recurrence). Write blameless in tone.

Write an RFP for [DESCRIBE WHAT YOU ARE SOURCING: A SOFTWARE VENDOR, A LOGISTICS PROVIDER, A STAFFING AGENCY, A PROFESSIONAL SERVICE FIRM]. The RFP should include: (1) Background (who we are and why we are seeking this service), (2) Scope of Work (detailed description of what we need), (3) Vendor Qualification Requirements, (4) Proposal Requirements (what we want them to submit), (5) Evaluation Criteria with weighting, (6) Timeline and process, (7) Contractual Requirements (key terms we require), (8) Pricing format (how to present costs so we can compare apples to apples). Include 10-15 specific questions vendors must answer in their proposals.

Create a vendor performance scorecard for our [DESCRIBE VENDOR TYPE: PRIMARY SUPPLIER, LOGISTICS PROVIDER, IT SERVICE PROVIDER]. Metrics to include: [DESCRIBE: DELIVERY PERFORMANCE, QUALITY, RESPONSIVENESS, PRICING COMPLIANCE, INNOVATION]. For each metric, specify: (1) definition and calculation method, (2) data source and measurement frequency, (3) weighting in the overall score, (4) target and minimum acceptable performance. Add a review process section: how often scores are shared with the vendor, what triggers a performance improvement plan, and what criteria lead to a vendor relationship review. Design for quarterly review meetings.

Write a Supplier Performance Improvement Plan (SPIP) for a vendor who is not meeting our requirements. Vendor name: [OR TYPE]. Performance issues: [DESCRIBE SPECIFIC FAILURES: LATE DELIVERIES, DEFECT RATE, UNRESPONSIVE SUPPORT, BILLING ERRORS]. The SPIP should: (1) document the current performance with specific data, (2) state the required performance standard clearly, (3) set a 90-day improvement timeline with monthly milestones, (4) specify the resources or changes the vendor must make, (5) describe the consequences of not meeting the improvement targets, and (6) include a signature line for vendor acknowledgment. Professional, firm, but fair tone.

Help me write a contract renewal assessment for our vendor: [DESCRIBE VENDOR TYPE AND RELATIONSHIP LENGTH]. Evaluate the following dimensions: (1) performance history over the contract term, (2) market comparison (are alternatives available at better value), (3) relationship quality and responsiveness, (4) total cost of ownership including switching costs, (5) strategic importance to our operations, (6) any concerns or risks with renewal. Based on this assessment, recommend: renew as-is, renew with modifications, renegotiate aggressively, or begin a sourcing process. Provide a recommended negotiation position and the key terms to push for in renewal.

Create an agenda and facilitation guide for a weekly operations review meeting. Attendees: [DESCRIBE: OPS MANAGER, TEAM LEADS, RELEVANT STAKEHOLDERS]. Duration: 60 minutes. The meeting should cover: (1) key metrics review and green/yellow/red status, (2) issues and blockers requiring cross-functional decision, (3) project status updates, (4) continuous improvement initiative updates, (5) people and capacity updates. For each agenda item, specify: time allocation, who presents, what decision or outcome is needed, and how to handle common facilitation challenges (conversation going too long, unresolved conflict, unclear decision). Include a meeting norms section.