Bringing
Accountability
to the Age of AI
Socratic Metric was founded on a simple belief: if someone signs off on high-stakes work, they should be able to explain it. We built the platform that makes that provable.
Step 01
Curate Content
Upload materials, policies, or operational doctrine. The platform builds adaptive question sets automatically.
Step 02
Conduct Oral Session
AI moderates real-time dialogue. Respondents articulate and defend their understanding aloud.
Step 03
Verify & Score
Platform evaluates reasoning depth and produces timestamped, audit-ready records that withstand scrutiny.
3K+
Concurrent users
4
US Patents
99.9%
Audit accuracy
From a single question
to a new standard of proof.
The Problem · 2021
AI Can Write It. Can You Defend It?
Our founders watched a pattern emerge across healthcare audits, engineering sign-offs, and university assessments: polished AI-generated documents were being accepted as proof of genuine understanding. Nobody was asking the harder question — does the person signing this actually know what it says?
The insight that started everythingThe Science · 2022
Grounding in Cognitive Neuroscience
We partnered with cognitive scientists to understand how real comprehension is tested. The research was unambiguous: oral explanation, adaptive questioning, and real-time reasoning under gentle pressure are the most reliable signals of genuine understanding — not written output, not multiple choice, not rubric scores.
Backed by peer-reviewed scienceThe Platform · 2023
Building What Didn't Exist
We built Socratic Metric from the ground up: an AI-moderated oral verification platform that doesn't grade documents — it evaluates live cognition. Every session produces a tamper-evident, timestamped audit record. Four US patents were issued covering the core methodology.
4 issued US patentsToday · 2026
A New Standard for High-Stakes Environments
Socratic Metric is now trusted across higher education, enterprise compliance, and government operations. Over 3,000 concurrent users rely on the platform to prove — not just assume — that the right people truly understand the work they're accountable for.
3,000+ verified users todayWhy We Exist
AI has made it effortless to generate polished documentation, reports, and analyses. But polished output doesn't mean real understanding. In high-stakes environments — healthcare, engineering, compliance, education — the gap between what's written and what's understood creates real risk. Socratic Metric closes that gap.
Verification Over Documentation
Written records show what was produced. Oral verification proves what was understood.
Science-Backed Rigor
Our approach is grounded in peer review cognitive science and research, protected by four issued US patents.
Defensible Proof
Every verification session creates an auditable, timestamped record that stands up to scrutiny.
The Team
Dr. Barry Sandrew
Founder/CEO
Dedicated to building systems that ensure human accountability remains at the center of critical decision-making.
Dr. Huston Pullen
Innovation Deployment
Dedicated to building systems that ensure human accountability remains at the center of critical decision-making.
Aansh Malik
CTO
Dedicated to building systems that ensure human accountability remains at the center of critical decision-making.
