The Empathy Engine
Calm Tech Sentiment Monitoring for Client Relations
Design Showcase
1 ImagesOverview
A proactive relationship management system that monitors incoming client communications for subtle shifts in tone and sentiment. Originally architected as a neuro-inclusive accessibility tool, it translates the nuances of digital 'tone' into clear sentiment signals, ensuring that communication gaps never compromise professional relationships.
The Origin Story
I built the Empathy Engine for my son. As an autistic young man, navigating the 'hidden subtext' of corporate emails was a significant barrier. I wanted to future-proof my business so he could one day manage it alongside me, using code to bridge the gap between neurodivergent processing and standard digital communication. It’s about building systems that work for how your brain actually processes information.
ROIReal-World Impact
Reduced project 'friction events' by 60% by catching miscommunications in the early stages. It provides a protective buffer for both the client's peace of mind and the project's architectural integrity.
Challenge
Founders often miss the early warning signs of client dissatisfaction due to 'inbox blindness' or purely focusing on technical tasks. This leads to reactive crisis management rather than proactive, calm collaboration.
Solution
A 'Sentiment Sentry' that parses unread emails via the Gemini API. It categorises communications into Neutral, Positive, or High-Cortisol (Stress). If a High-Cortisol signal is detected, the system triggers a priority Slack alert, prompting me to step in and provide reassurance or technical clarification immediately.
Business Impact & Scalability
This project isn't just code; it's a strategic asset designed to eliminate operational friction and drive measurable conversion. By focusing on Google Apps Script and Gemini AI (Sentiment), we ensured a foundation that scales with enterprise demand.