OMNI-AI Alliance
From Tools to Infrastructure:
A Collaborative Future for AI in Schools
The Omni-AI Alliance envisions AI-as-Infrastructure - a foundational layer that securely orchestrates data, learning intelligence, and multiple forms of artificial intelligence to transform schooling.
This approach moves education beyond fragmented tools toward a unified and securely adaptive system.
At the same time, the Alliance pioneers a deeper understanding of human intelligence characteristics, ensuring that AI complements rather than replaces the human element in teaching and learning.
Districts and AI innovators share a common goal: a safer, smarter, more human‑centered schooling enterprise.
The Omni‑AI Alliance is where K‑12 leaders and platform providers work together to move beyond isolated AI tools and build AI‑as‑Infrastructure—governable Omni‑AI Cores that orchestrate curriculum, operations, data, and time.
Join the Alliance to co‑create new schooling models and leadership campaigns, tech standards, gain AI Fluency (not just literacy), and integrate your platforms into district Core architectures that deliver measurable impact.
Why the Alliance (and why now)
School systems need to be secure by design, built for public trust.
Districts need AI that aligns with recognized risk frameworks and student‑privacy guardrails, not just feature lists. Any Omni‑AI Core must be architected to map, measure, and manage AI risks using the NIST AI Risk Management Framework—including guidance specific to Generative AI—and to work alongside FERPA/COPPA obligations schools navigate daily.
What is Omni‑AI?
Omni‑AI is the convergence of multiple AI types into a closed‑loop, interstitial Core that sits between systems—not inside just one app. It knows, recommends, and acts across LMS, SIS, content/curriculum, and operations: orchestrating schedules and cohorts, routing resources, simplifying data flows, and keeping humans in the loop.
It’s AI‑as‑Infrastructure for the district enterprise.
In this way, platforms and apps integrate rather than compete; educators gain capacity; students experience personalized, timely support without sacrificing privacy or safety.
Values We Advance Together
1. Standards & Governance (Districts + Vendors co‑author)
We convene districts and platform sponsors to contribute wording and utility for missing K‑12 AI/tech standards: governance schemas and agent frameworks for enterprise use, interoperability and identity models designed for AI orchestration, and vendor DPAs/NDPA alignment mapped to NIST AI RMF and privacy expectations (FERPA/COPPA).
2. AI Fluency > AI Literacy
We help individual enterprises evolve to AI Fluency, which is designing secure, human‑in‑the‑loop workflows across multiple systems, understanding data rules, model behaviors, and governance so leaders can orchestrate the enterprise—not just use a tool.
3. MicroMastery
Members get Micromastery videos and templates to quickly gain new concepts in leadership, tech and curriculum teams from literacy to fluency.
4. Human Competitiveness
The Omni‑AI Alliance helps leaders and educators mentally position human strengths alongside AI capabilities. Teachers and learners with clarity between human intelligence and artificial intelligence can progress in partnership with AI.
Without mental positioning, schools risk confusion, over‑automation, or under‑utilization. With it, they gain confidence, governance, and purpose in every AI deployment.
We help educators and vendors learn about the qualities of humans and human intelligence that are different than machines.
In addition, the Alliance works to advance the CRAFT curriculum ideology (Create - Rig - Apply - Fuse - Thrive.) Trends indicate a shift away from STEM to trades, but tied to AI in all fields including art, plumbing, electrical, robotics, drones, financial literacy, culinary arts and other fusion industries, plus ecology and culture.
Who Should Join
District & School leadership: Superintendents, CAOs, CTO/CIOs, Curriculum & Instruction leaders, Technology Directors, Principals.
Platform sponsors & AI innovators: LLM platforms, content providers, LMS/SIS vendors, data/identity platforms, cybersecurity partners—any solution that becomes stronger inside an infrastructure model.
What You’ll Build (and Solve)
- New schooling models that allow satellite schooling of underenrolled schools and a matrix of instructional resources for greater capacity, while managing any learning need.
- Trustworthy Infrastructure: Build your Core architecture aligned with NIST AI RMF outcomes—governance artifacts, risk registers, model cards, and process controls—plus privacy contract patterns districts can take into procurement.
- Capacity & Workflow Relief: AI‑assisted orchestration for scheduling (Time‑AI), content access, notifications, and routine tasks—freeing staff amid persistent teacher shortage realities.
- Personalization at Scale: Dynamic cohorting and precision time windows that fit student pace and prerequisites while maintaining compliance and equity.
- Attendance & Equity: Safe lesson and data distribution. Flexible, matrixed learning and coaching that help re‑engage students in districts struggling with chronic absenteeism.
- Trades & Applied Learning: Embed CRAFT into programs that unite industry partners, community ecology, and arts, with AI assisting project setup, safety checklists, and authentic assessments.
Member Benefits
Document & Link Library:
Understanding the shift to AI-as-Infrastructure has many facets. Ongoing news and ideas posted by the Alliance.
Micromastery Library (15‑minute videos):
What is Omni‑AI • Commercial AI & Omni • Build Your Omni‑AI Core • AI Fluency vs. Literacy • Generative AI Sketch • Time‑AI Sketch • Mind Setup for AI: Educators • Mind Setup for AI: Students • AI & Divergent Schooling Leadership • 5 Human Qualities Machines Don’t Have • Revised 9 Human Intelligences • Data Literacy—Foundational Logic • CRAFT Curriculum Intro

Join the Omni‑AI Alliance
Shape standards. Gain fluency. Build the Core. Align your district strategy—and your platforms—with a secure AI‑as‑Infrastructure model that delivers measurable impact.