Software and research for US public school districts. Policy first. FERPA aware. Built for the way districts actually buy and deploy technology, run it in front of teachers, and defend it to a board.
Public K-12 is one of the largest under-served software markets in the country. Districts need software that respects their rules and independent research they can point to when the board asks. We build both.
A learning management system built around Thrivv-authored curriculum, project tracking, and mastery portfolios. Runs the physical LRNEX academy launching 2028 and available to partner districts.
Policy-first AI governance and teacher productivity for US public school districts. AI tool approvals, curriculum-grounded copilot, and equity readiness in one FERPA-aware platform.
Applied research on digital equity and technical AI safety. Publishing to inform our own products and to raise the floor of what the field understands about AI in high-stakes settings.
A school district doesn't buy an AI company. It buys software that its lawyers can approve, its teachers will actually use, and its board can defend.
The Thrivv AI operating principle
LRNEX is two things at once. First, a learning management system written around Thrivv-authored curriculum, project tracking, mentor feedback, and mastery portfolios. Second, a physical academy where the software runs on live students, live projects, and real learning outcomes.
We are launching the LRNEX Academy online in July 2027, with the physical Atlanta location following in 2028. Applications open in January 2027. Community events like hackathons, math competitions, and showcase weekends run all year in the lead-up.
Thrivv-authored, standards-aligned curriculum delivered through a modern LMS surface. Teachers, students, and mentors work in one system.
Every student produces mastery artifacts: prototypes, briefs, models, and community solutions. Portfolios are longitudinal, portable, and defensible.
Structured mentor loops built into every project. Feedback is captured, versioned, and linked to portfolio artifacts as evidence of growth.
Audacity is a policy-first, LMS-integrable AI governance and teacher productivity platform for US public school districts. It answers three questions every district is being forced to answer this year.
Which AI tools are approved for use here. How do teachers use them well. Are our schools ready to use them equitably. One platform, FERPA aware from day one, where every AI output is grounded in the district's own curriculum, cited to source, and disclosed to whoever reads it.
Searchable registry, vendor intake capturing FERPA-relevant details, approval workflows, and rule-based risk scoring. Every state change writes to an immutable audit log.
Curriculum-grounded lesson generation. Every AI output includes inline citations to source curriculum and a non-removable disclosure. Student PII is never sent to the underlying LLM.
A four-dimension survey capturing devices, connectivity, training, and policy awareness. Aggregated dashboards show where capacity gaps cluster. Rule-based recommendations point to next best actions.
Buyer: Superintendents, CIOs, Chief Academic Officers, Curriculum & Instruction Directors, and Compliance Officers within US public school districts. Paying pilots begin Q1 2027.
Compliance theater slows procurement. Claiming standards that do not apply confuses district legal teams and lawyers we want on our side. So we claim what we can defend, and say the rest plainly.
Thrivv Hyperintelligence is our research arm. Two tracks. No pretending to run a frontier lab. Work that holds up at any table we walk into.
A decade-long synthesis of empirical, legal, and regulatory evidence on algorithmic bias. Introduces the recourse tax as the under-recognized mechanism through which small disparities compound into large differences in wealth, health, and liberty. Closes with a product agenda for builders and policymakers.
Applied social research on opportunity gaps, AI access disparities, and equitable deployment of intelligent systems in public-sector domains. Research briefs, policy frameworks, and district-facing toolkits.
Mechanistic interpretability. Alignment and oversight. Evaluation and red-teaming. Deployment safety. Work that positions Thrivv AI as a serious technical company, and directly informs Audacity's governance modules.
Two divisions that don't sell to our K-12 customer. They ship at their own velocity, they don't slow down Audacity or LRNEX, and they help us learn things institutional cycles don't teach.
Direct-to-consumer studio. Content-led growth. App store distribution. Ships weekly.
Social, editorial, and produced media across Thrivv AI. Turns research and product work into distribution.
A small team built for a regulated market. Executive leadership is in place, and technical leadership is joining now.
Owner & CEO
Chief Technology Officer
Lead Engineer
The communities most disadvantaged by the previous wave of educational technology are also the largest underserved market in US education. The same tools, built well, can serve every learner.
Thrivv AI Whitepaper · 2026
One district. Zero or token cost. Substantial product input. Public case-study collaboration. 90 days from conversation to pilot. Q3–Q4 2026.
info@thrivvai.com$250K–$500K bridge to staging-deployed MVP and SOC 2 Type I. $2M–$3M seed to follow in Q4 2026. Regulated-market AI, K-12 infrastructure, founder-led.
info@thrivvai.comResearchers in mechanistic interpretability, alignment, digital equity, applied education research. K-12 ed-tech operators. Press, podcast, and speaking invites.
info@thrivvai.com