Building the intelligence layer for human–AI collaboration.
AutoPraxys Private Limited exists to turn permitted human–AI interaction evidence into clearer decisions about AI risk, workflow collaboration, and human capability.
Understand how AI changes human behavior, collaboration, and capability.
We believe that productivity tools measure only what is produced. Our mission is to observe how people arrive at solutions, identifying friction, policy anomalies, and learning opportunities along the way.
Build the intelligence layer that helps people and organizations make better decisions about working with AI.
A future where humans and AI co-create with transparency—protecting sensitive organizational boundaries, eliminating workflow thrashing, and ensuring human skills compound rather than decay.
Souryavarma Datla
Founder & CEO
B.Tech Computer Science (Gaming Technology)
SRM Institute of Science and Technology
Observing the shift from the classroom to the engineering floor.
“As a computer science student at SRM, I witnessed an unprecedented behavioral shift. My peers were submitting complex, beautifully formatted programming assignments in record time. Yet when professors asked them in viva sessions to explain an algorithm, refactor a helper function, or defend their architectural choices, they frequently froze.”
“AI had made them demonstrably faster at producing output. But in many cases, it had created a dangerous capability illusion: output was mistaken for understanding. When we later consulted industry engineering teams, we found the same pattern recurring with enterprise codebases—junior developers copying solutions they could not debug under pressure.”
“The AI era needs tools that measure human growth and behavioral integrity—not just raw generation volume.”
The People Building Praxys
Engineers and operators focused on telemetry precision, system safety, and institutional adoption.
Souryavarma Datla
Founder & CEO
Product architecture, telemetry design, and research vision.
Chaitanya Suryadevara
CFO
Financial planning, company operations, and institutional reporting.
Lahari Bandaru
GTM Lead
Institutional partnerships, pilot cohort onboarding, and market strategy.
Pakalapati V Seetha Rama Raju
Backend Engineer
Normalization pipeline, metric evaluation engines, and server performance.
Aniket Nandy
Frontend & UI/UX Engineer
Interface design, telemetry visualization, and interaction state management.
Advisors & Academic Mentors
Guiding our enterprise security architecture and pedagogical assessment rigor.
Karthik Kalidindi
Snowflake Database Administrator · AI Engineer, Morgan Stanley
Advisory Domain: Enterprise database architecture, high-throughput pipeline reliability, and infosec compliance.
Dr. R. Rajkumar
Assistant Professor, VIT Chennai · TN Director, IET
Advisory Domain: Pedagogical assessment, academic integrity governance, and computer science curriculum research.