Behaviour is the signal
Uptime and logs miss how agents actually behave. Behaviour is where risk and value live.
Company
We make agent fleets legible and governable
PUVI Labs™ builds PUVINoise for the operators — engineering, SRE, agent ops, and security — who need calm, credible systems for autonomous workflows at scale.
Running AI agents in production should feel like running modern infrastructure
Teams adopted agents faster than the tools to operate them. We believe behaviour runtime intelligence — observing what agents do, understanding intent, predicting outcomes, and recovering automatically — is the missing operational layer for enterprise AI.
Legal entity & recognition
PUVI Labs Private Limited is incorporated in India (CIN: U62011TN2026PTC188238) and holds DPIIT Startup Recognition (DIPP245046). GST registration is deferred and not yet available. These identifiers appear on invoices, contracts, and the site footer for procurement and compliance checks. Registered office details are available on request for vendor onboarding.
Leadership
Kalaiselvan Palani, Founder and CEO.
Email: kalaiselvan@puvilabs.com
Mobile: +91 9884537853
Prefer Contact form for general inquiries; use the email above for founder / CEO outreach.
What we believe
Why behaviour runtime intelligence exists
Autonomy needs governance
Automatic action is only trustworthy when it passes through policy with audit and override.
Multi-tenancy is foundational
Enterprises onboard many teams. Isolation and accountability are designed in, not bolted on.
How we build
Engineering & security principles
Evidence over slogans
We show how the system works. We describe capabilities precisely and don't inflate outcomes.
Security mindset
We design for isolation, least privilege, and auditability — and we state only what we can back.
Operational calm
We respect operator attention. Interfaces reduce noise and make the next action obvious.
Values
Clarity
We describe capabilities precisely.
Integrity
We do not inflate certifications or outcomes.
Craft
We respect buyer attention with operational calm.
Tenancy
We design for isolation and accountability.
Evidence
We show how the system works, not slogans.
Focus
We build for operators who run agents in production.
Trust
Trust & proof for evaluators
Trust Center
Security, Privacy, OpenTelemetry, Roadmap, Docs, Support.
Trust Center →Case studies
Reference scenarios that prove operational fit.
Case studies →Benchmarks
Evaluation rubric linked from Product and Pricing.
Benchmarks →Careers
We hire engineers and operators who care about production discipline. See open roles when listed.
Partners
Partner with PUVI Labs to deliver agent operations outcomes to enterprise customers.
Press & media
For press, briefings, and media inquiries, reach the team through our contact form.
Support
Evaluation and enterprise support starts at Contact — Status covers public surface health.
Build the operational layer for enterprise AI with us
Whether you run agents today or plan to, we'd like to hear about your fleet.