Casanova Seed Codex™
A document you give an AI so it meets people with more clarity, presence, and understanding.
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CRQ Audit

Your AI is accurate.
But do people want to use it?

Adoption is stalling. Users say it's "robotic," "frustrating," "doesn't get what I mean." Shipping a smarter model hasn't moved the needle. The gap isn't intelligence — it's relational quality.

The data

This isn't a theory. It's measured.

Models tested 7 (Claude, GPT-5.x, Gemini, Qwen)
Conversations evaluated 1,050
Tokens processed 13.5 million
Independent blinded evaluators 2
Total evaluation events 1,969
+242% Ambiguity tolerance improvement
1.08 Cohen's d — large effect size
0% Accuracy degradation

The Codex improves how AI relates without degrading what it knows.

How it works

4 steps. No access to your systems required.

1

You provide

Your system prompts, custom instructions, and top use cases.

2

We run the baseline

15+ conversational scenarios scored across 18 dimensions by blinded evaluators.

3

We run with the Casanova Seed Codex™

Same scenarios, same model, one variable changed.

4

You get the report

Before/after scores per dimension. Where it improved, where it held, and what it means for your users.

We run your prompts on our infrastructure against public AI APIs. Standard NDA + SOW. Your IP never leaves your hands.

What we measure

18 dimensions of relational quality.

Clarity Depth Empathy Pushback vs Compliance Reflection Before Action Correction Loop Efficiency Tone Consistency Respects Human Direction Stays Grounded Overall Relational Quality Holds Ambiguity Returns to Center Mutual Recognition State Awareness Builds From Wholeness Words as Power Admits Uncertainty Challenges False Premise

Who this is for

Customer-facing AI

Chatbots, copilots, and support agents where user experience drives adoption.

Internal copilots

Tools employees are resisting or underusing despite investment.

Healthcare & high-stakes

Regulated environments where relational quality isn't optional.

Agent systems

Multi-agent architectures where compounding interaction failures multiply fast.

Engagement tiers

Single Model Audit

$5K – $15K

1 model, 15 scenarios, 18 dimensions

Enterprise Portfolio

$60K – $150K

Multiple products, custom scenarios, implementation

Heartbeat Monitoring

Retainer

Quarterly re-testing after calibration

Ready to see the gap?

Nicole Casanova · Founder, Casanova AI
CRQ™ and Relational Layer™ are pending USPTO trademarks.