The netrii lab

Ventures growing out of the lab

netrii is a lab where domain experts and AI turn deep knowledge into revenue-generating products. Each venture is led by a senior practitioner, built with the lab's AI machinery, and sharpened by the advisory circle.

Think of it as a mother tree: ideas take root here, and the strong ones grow into standalone businesses.

Beta in development

Care Compass

Led by Rick Tanler

Personalized, expert-reviewed guidance for family caregivers navigating dementia, Parkinson’s, and comorbidities. Precision Learning applied to the hardest job 63 million Americans do for free.

Visit Care Compass
Forming

Deep-Tech Advisory

Led by Sharat Batra, PhD

Advisory practice at the physics end of computing: data storage architecture, physics-inspired digital twins, and quantum readiness — grounded in 50+ patents and four decades of shipping hardware.

Visit Deep-Tech Advisory
Operating

shilpiworks

Led by Arun Batchu

An autonomous creative-commerce platform where 16+ AI agents generate, validate, price, and publish products daily. The proof that the lab’s methods are operating-grade, not theoretical.

See it running
In exploration

Precision Learning for Personal Finance

In exploration with a fintech founder

Applying the same personalized learning-graph engine behind Care Compass to financial life stages — taxes, investments, insurance, and legal matters, organized around where you are in life.

How the lab works

The pattern is the same for every venture: expert knowledge in, working product out, ownership with the person who carries the vision.

  1. 1

    A venture lead brings deep domain knowledge

    Decades of expertise in a field where better knowledge changes lives or outcomes.

  2. 2

    The lab supplies the machinery

    AI engineering, product craft, a web home, expert review panels, and business-model guidance.

  3. 3

    Ventures grow into standalone trees

    When a venture finds its market, it spins out under its lead’s ownership — with roots back to the lab.