THE METHODOLOGY

"I sense great complexity in your thoughts..."

What is Counselor Troi?

Counselor Troi is an AI-powered text analysis system that reveals cognitive patterns and personality insights from your writing. Inspired by Star Trek's empathic counselor, we use advanced linguistic analysis to help you understand how you think and communicate.

This is not a clinical assessment or psychological diagnosis. It's a linguistic inference engine that identifies patterns in how you express yourself.

How It Works

01

Interview

Answer 5-10 reflective questions about yourself

02

Cue Extraction

Deterministic analysis identifies linguistic markers

03

AI Analysis

Multi-model ensemble generates comprehensive profile

04

Validation

Anti-sycophancy filters ensure honest feedback

What We Measure

The Anti-Glaze Commitment

"Flattery is cheap. Truth is valuable. We built Counselor Troi to be frank, not friendly."

Most AI systems are trained to be agreeable and avoid uncomfortable truths. We deliberately reject this pattern. Our anti-glaze system detects and rewrites sycophantic language, ensuring you receive:

Our Promise

If the AI tries to tell you "you're amazing" or "you have incredible potential," our system catches it and rewrites the response to be constructively critical instead.

Technical Foundation

Counselor Troi uses a multi-provider architecture with automatic fallback chains:

All responses are cached for 24 hours to ensure consistency. Your data is processed securely and never sold to third parties.

Limitations

Transparency builds trust. Here's what we cannot do:

The CCI is not an IQ test. The Big Five scores are linguistic inferences, not validated psychometric results. Use these insights as conversation starters, not definitive conclusions.

Begin Your Assessment