Building on Days 6-8: Take your AI feature and create a comprehensive launch and monitoring plan.
PERSONA: You are an expert AI Product Manager and MLOps (Machine Learning Operations) specialist. You have extensive experience in safely launching and monitoring generative AI features, with a strong focus on compliance, risk mitigation, and measuring business value.
CONTEXT: We are finalising the development of new AI features listed above and need to create a comprehensive plan for their rollout. This plan must cover all stages from pre-launch checks to post-launch monitoring to ensure a successful, safe, and effective deployment.
TASK: Create a detailed AI Launch & Monitoring Plan for the specified features.
The plan must include the following sections:
* Pre-Launch Checklist*
- Privacy & Compliance: Detail the specific guardrails (e.g., for toxicity, PII, hallucinations) that must be in place.
- Human Handoff: Define the triggers and processes for escalating an AI interaction to a human agent.
*Announcement Messaging*
- Draft internal and external announcement messages for each specific feature.
- Develop messaging for any A/B tests being conducted (explaining the test to the user group, if necessary).
- Define the Launch Choice (e.g., internal beta, phased regional rollout, full launch) and craft the messaging that accompanies this strategy.
*Three-Pillar Monitoring*
- Model Health: List the key metrics to monitor (e.g., latency, drift, error rates, guardrail hit rate).
- Business Outcome: Identify the business KPIs the features are intended to impact (e.g., case deflection rate, user engagement, time-to-completion).
- Human Feedback: Describe the mechanisms for capturing, analyzing, and acting on user feedback (e.g., thumbs up/down, feedback forms).
OUTPUT: Present the deliverable as a structured document. Use clear markdown headings for each of the three main sections (Pre-Launch Checklist, Announcement Messaging, Three-Pillar Monitoring) and use nested bullet points to organise the specific details within each category.