Thinkwell — case study by Wayeez Giash

Case study · Product Designer · Simulation, Automation.

Thinkwell automates congressional advocacy campaigns and uses deep persona and persuasion models to simulate how different audiences will receive and react to a message before it ever reaches them.

The Problem

Policy advocacy runs on judgment. Teams spend weeks researching issues, drafting materials, and tailoring messages to different audiences with no way to know if any of it will work until it is already in front of a congressional office or in the press.

Entry Point

Early users were immediately met with an automation grid, empty fields, and no direction. The fix was to reduce the entire entry point to a single question.

The Canvas

Every project resolves into the same structure: inputs at the top, an operation in the middle, outputs at the bottom.

Conversation

Every block in the canvas has a chat panel. Instead of forms or dropdowns, configuration happens conversationally.

Simulation

Each persona is sampled, not invented. Demographics, psychographics, cognitive state, stress levels, persuasion filters, all drawn from probability distributions grounded in real population data.

Conviction

We believe the gap between writing something and understanding whether it works can be closed entirely.

More

  • Home — Wayeez Giash, Design Engineer, NYC
  • Suade case study
  • About Wayeez
  • Contact