Liquid Gravity

Privacy-respecting AI for U.S. Special Education.

A self-hosted platform for K-12 school districts. An honest guide for parents navigating the Individualized Education Program (IEP) process. Founded in Ashburn, Virginia by Jason and Rebecca Cook, a FAANG security engineer and a veteran Special Educator.

For school districts and educators

A self-hosted AI platform that runs inside the district's own network. Fine-tuned on Special Education workflows. No student record, IEP draft, or assessment ever leaves the building.

Draft IEPs from existing evaluations and progress reports
Consolidate student information systems, case management, and assessment repositories with citations
Built-in compliance review against the federal Individuals with Disabilities Education Act (IDEA), state regulations, and district policy
Audit-grade logging for Family Educational Rights and Privacy Act (FERPA) inquiries and due process hearings
Runs on NVIDIA RTX 6000 Pro GPUs, with open-weight models (Qwen, Gemma, NVIDIA Nemotron), CUDA, TensorRT-LLM, and vLLM
For small and rural districts: regional co-op deployments and managed on-premises appliances, with fully isolated tenant data in both cases

For parents and caregivers

A hosted app that helps families navigate Special Education. Understand your rights, organize evaluations and reports, and walk into meetings prepared.

Rights and statutes in plain language, cited to the actual law
Upload evaluations, progress reports, standardized test scores, and therapist notes; we extract what matters
A prep brief before every IEP meeting
Plan evaluation: services and accommodations checked against the diagnosis, the evaluations, and what you see at home

Our commitments

We do not train AI models on your data, ever.
We do not share student records with OpenAI, Anthropic, Google, or any third-party AI provider.
District deployments run inside district infrastructure. We don't see what we don't host.
Our core retrieval, redaction, and IEP-tooling components will publish under the Apache 2.0 license.

Market focus

Virginia first. Approximately 130 public school divisions and 175,000 students with Individualized Education Programs. National total addressable market: approximately 13,000 U.S. public school districts, approximately 7 million students with IEPs, approximately $90 billion in annual K-12 Special Education spending.

Contact

Website: liquidgravity.ai
General: hello@liquidgravity.ai
Privacy: privacy@liquidgravity.ai
Open source: github.com/liquidgravityai

Liquid Gravity, LLC · Ashburn, Virginia

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