Generating High-Quality GenAI Responses Certification Series
Prompting & Model Strategies for High-Quality Responses
Workshop
Are your GenAI assistants producing consistent, accurate, on-brand responses across use cases?
Strong prompting and model strategies are a foundational capability for any production GenAI system, but ad hoc prompt tinkering quickly becomes brittle, noisy, and hard to scale.
To win, your GenAI solutions need to use disciplined prompting and model strategies that consistently deliver high-quality responses.
The Challenge
The Challenge
Without a strong approach to prompting and model strategy, teams struggle to:
- Treat prompting as a craft, not a system - Relying on trial-and-error instead of structured patterns.
- Control model variability - Seeing different answers for similar requests across users, teams, and regions.
- Standardize prompts and parameters - Lacking shared templates, examples, and decoding settings across use cases.
Prompting gaps will drive quality problems, hallucinations, rework, and low confidence in production GenAI workflows.
Our Solution
In this hands-on workshop, your team designs, tests, and standardizes prompting and model strategies using curated notebooks, consoles, and realistic scenarios. Areas of focus include:
- Prompt Architecture & Templates — Design structured prompt patterns and templates that keep responses consistent across users and tasks.
- Example-Driven Control — Use targeted examples and demonstrations to steer model behavior toward predictable, high-quality outputs.
- Lightweight Alignment Strategies — Apply practical instructions, guardrails, and decoding settings that align models with business expectations.
- Interactive Labs & Consoles — Experiment with prompts and parameters in real time to see how changes affect response quality.
- Capstone & Live Coaching — Build a complete response strategy for a key use case with expert feedback on prompts, examples, and model choices.
Skills You'll Gain
- Disciplined Prompt Design — Move from ad hoc prompting to repeatable patterns and templates.
- Predictable Response Quality — Standardize prompts, examples, and decoding strategies to reduce variability and hallucinations.
- Faster Experimentation & Tuning — Use a clear framework to test and refine prompts and parameters without endless trial-and-error.
- Production-Ready Response Strategies — Design response behaviors that hold up as use cases scale and new users come on board.
- Shared Prompting Standards — Establish organizational guidelines that teams can adopt and extend across GenAI projects.
Who Should Attend:
Solution Essentials
Format
Virtual or in-person
Duration
4 Hours
Skill Level
Comfort with basic GenAI concepts and APIs recommended
Tools
Jupyter-style notebooks or equivalent, GenAI model access via API or platform
Explore the Remaining Responses Certification Workshops
Help your teams rapidly explore GenAI Response Generation best practices. Click below to explore the remaining workshops in Generating High Quality GenAI Responses series.
Fact-Checking & Data-Aware Response Generation
Response Post-Processing & Output Control
Enhanced Formatting & Multimedia Response Generation