01 // The Symptoms
The "Laziness" Stigma.
- / Teachers are reporting students using your tool for "instant answers."
- / Retention is dropping as students finish tasks without learning.
- / Critics are labeling your brand as a "Homework Cheat."
02 // The Diagnosis
You have a "Thinking Ratio" problem.
Most AI tutors provide information but don't facilitate active retrieval. Our TR metric measures the delta between what the AI says and how much the student thinks — a Socratic gateway audited at 96% integrity under adversarial pressure shows what that looks like running in production.
Current Industry Average TR
14%
Passive "Answer Feeding" Zone
The Cure // The Socratic Pivot
Increase your TR.
Increase your TR.
Protect your brand.
A Batch Foundry audit identifies the "Neural Nodes" where your agent is being too helpful. We provide the prompting and architectural changes to move you into the Elite Socratic Zone (80%+ TR).
- ✓ Thinking Ratio (TR) Scorecard
- ✓ Socratic Scaffolding Code-Fixes
- ✓ Brand "Forensic Proof" for Schools
The Trojan Horse
"We've audited Photomath and Khanmigo. One of them has a TR of 82%. The other is at 19%. Where do you rank?"
Request Competitive Benchmarking