Use AI responsibly for customer replies, weekly planning and small-business productivity evidence.
A small business receives customer inquiries through WhatsApp, has inconsistent product descriptions, weak follow-up, no weekly work plan and no quality checks for AI-generated outputs.
Learner role
Deliverables must be complete within 60 minutes and must not disclose private customer data.
Risk: unchecked AI output can fabricate product details, break brand trust or leak sensitive information.
AI adoption is global; trustworthy execution requires evidence-backed quality controls.
Adapt prompt language and channels to local customer communication norms and payment context.
Context documents and tools
Recent incoming customer requests with mixed tone and urgency.
Basic offer details that must not be invented by AI.
Open tasks currently unmanaged across customer and operations work.
Prior sales conversations with weak conversion outcomes.
Control list for fact-checking, privacy and tone validation.
Tasks
Inspect customer messages and backlog patterns to identify workflow gaps and response risks.
Decide response strategy by customer segment and explain what should not be trusted blindly from AI.
Produce improved customer reply templates, weekly work plan, sales content pack and repeat-task prompt library.
Submit a quality-check log that documents AI corrections, privacy checks and final approval decisions.
Common mistakes to avoid
Evidence produced
Assessment rubric
Prompts include purpose, constraints and output format.
Responses and plans are practical for immediate business use.
Communication tone fits context and protects customer trust.
Critical claims are verified before submission.
Submission avoids unnecessary exposure of personal or sensitive data.
Deliverables improve repeatable weekly workflow quality.
AI corrections and review logic are traceable.
Skill DNA and Proof Passport output
This learner can use AI tools to support customer communication, weekly planning, sales content and small-business productivity while applying human review and quality checks.
Candidate produced a complete AI operations pack and showed practical control over prompt quality, communication tone and review discipline.
One-hour format
Group scoring model
Employer value
Shows whether the learner can use AI as a responsible productivity assistant rather than a careless content generator.
Submit Employer MissionPartner and cohort use case
Useful for SME accelerators, telco digital-skills cohorts and youth employment programs.
Request Partner PilotReality Labs are assessed against visible work, not attendance. Strong submissions can move into Proof Passport and strengthen Skill DNA for employer review.
