Even well-grounded GenAI systems can fail at the final mile when responses are poorly structured, misaligned with user goals, or prone to hallucinations. Iterating on responses requires more than prompt tweaks—it demands deliberate control and validation.
To win, your GenAI solutions must produce responses that are clear, controlled, trustworthy, and aligned with real user and stakeholder expectations.
When response optimization is informal or reactive, output quality stagnates:
- Prompt fragility: Small prompt changes create inconsistent structure, tone, or verbosity across responses.
- Goal misalignment: Outputs fail to reflect user intent, task context, or stakeholder expectations.
- Trust breakdowns: Hallucinations or unclear answers erode confidence without reliable recovery paths.
These issues reduce adoption, increase rework, and undermine trust in GenAI systems.
In this hands-on workshop, your team systematically improves GenAI response quality through structured iteration and validation.
- Iterate on prompt structures to improve clarity, consistency, and instruction-following.
- Control response length, tone, and output format to match user and channel expectations.
- Fine-tune response logic to better align outputs with explicit user goals.
- Detect and recover from hallucinations using practical validation and fallback patterns.
- Align GenAI outputs with stakeholder expectations through guided evaluation and feedback.
- Iterating Prompt Structures for Clarity
- Controlling Length, Tone, and Output Format
- Fine-Tuning Output Logic Based on User Goals
- Improving Hallucination Detection and Recovery
- Aligning Outputs with Stakeholder Expectations
- Design prompts that produce clearer, more consistent responses.
- Control verbosity, tone, and formatting across diverse use cases.
- Align GenAI outputs more closely with user intent and success criteria.
- Reduce the impact of hallucinations through detection and recovery patterns.
- Validate response quality against stakeholder expectations with confidence.
Who Should Attend:
Solution Essentials
Facilitated workshop (in-person or virtual)
4 hours
Intermediate
Prompt patterns, response evaluation artifacts, and guided iteration exercises