Science-Backed PromptRefiner™: Prompting Without Guesswork

Silali Banerjee

Advisor | Creator of PromptRefiner™

Make AI Outputs Reliable Without Longer Prompts or Trial and Error

Prompting feels like trial and error: ask, tweak, retry, fix. The problem is not the model, but the lack of structure. LLMs are probabilistic, not random. When guided properly, they can produce consistent, reliable outputs. This workshop shows how to move from guesswork to repeatable results.

Workshop agenda

  • 1:00PM EDT

    Setup and Access

    Get access to PromptRefiner™ and align on what you’ll achieve in this session


  • 1:10PM EDT

    Why prompting feels like trial and error

    See how common prompting patterns lead to inconsistent outputs. Watch how messy prompts, added instructions, and reused templates often make outputs less clear and less reliable.


  • 1:30PM EDT

    From Guesswork to Structured Prompting

    See how a structured approach changes AI behavior. Watch the same task produce clearer, more predictable, and usable outputs.


  • 2:00PM EDT

    Refine a Real Prompt (Live)

    Work through a real prompt. See how PromptRefiner™ transforms a messy interaction into a clear, reliable output—step by step.

Learn directly from Silali

Silali Banerjee

Silali Banerjee

Creator, AIgogy Framework™ | Science-backed PromptRefiner™ | Advisor

Advisor - Women in Leadership using AI Engagement Program
Rockford University
Leland
Meridial Marketplace
CodePath
Per Scholas

Who this workshop is for

  • The Regular AI User (but Inconsistent Results)

    Uses AI often but rewrites outputs or tweaks prompts to get usable responses.

  • Operator or Knowledge Worker

    Uses AI for work, needs outputs that are reliable, clear, and require less fixing.

  • Prompt Experimenter

    Tries prompts and templates that work once but not consistently. Wants a more reliable way to get repeatable results.

What's included

Silali Banerjee

Live sessions

Learn directly from Silali Banerjee in a real-time, interactive format.

Lifetime access

Go back to course content and recordings whenever you need to.

Community of peers

Stay accountable and share insights with like-minded professionals.

Certificate of completion

Share your new skills with your employer or on LinkedIn.

Maven Guarantee

Your purchase is backed by the Maven Guarantee.

Course syllabus

Week 1

May 14

    May

    14

    Fix Inconsistent AI Outputs for Daily Work (AIgogy Workshop)

    Thu 5/145:00 PM—7:00 PM (UTC)

Frequently asked questions

$250

USD

May 14
Enroll