The Internality OS is an AI-assisted learning and simulation platform that supports Pivot Labs and the broader community.
Access a growing open-source library of proven strategies, research findings, and documented experiments from Pivot Labs worldwide. Every innovation is tagged by industry, challenge type, and scale - making cross-lab learning practical, not theoretical. Powered by research partnerships with university teams.
Upload company-specific data to generate a diagnostic snapshot of your workforce, environmental, and community impact - benchmarked against peer datasets. The diagnostic identifies where your company's externalities are largest, where quick wins exist, and where deeper experimentation through a Pivot Lab would deliver the most value.
Model the impact of proposed changes before implementing them. Using AI/ML simulation, the OS creates a digital twin of your company and local economy to test questions like: 'What happens to retention if we restructure benefits?' or 'What's the community-wide effect if five employers in our region adopt this approach?' De-risk innovation with evidence.
Under the hood
InterNality OS is designed so that every Pivot Lab, every company diagnostic, and every simulation contributes to a shared knowledge base that grows more valuable over time. The platform includes:
An open-source data lake that aggregates anonymized results from experiments across labs, regions, and industries, creating the first comprehensive evidence base for how businesses can internalize their externalities.
AI-assisted cross-lab learning that surfaces relevant experiments and findings when a new lab is forming or a company is diagnosing a challenge. An LLM layer makes connections that would be impossible to find manually across hundreds of documented experiments.
Virtual simulation capabilities that allow companies and regions to model the systemic effects of adopting proven innovations, moving beyond firm-level analysis to understand how changes ripple through supply chains, labor markets, and communities.
The OS is in active development. The Explore library and diagnostic framework are being built now, with simulation capabilities planned for later phases. We believe in transparency about where we are.
Internality OS provides decision clarity under complexity.