edge inference

AgriTech Forward is a mission-driven organization operating through a multi-entity structure — a Public Benefit Corporation with U.S. and international nonprofit foundations — scaling commercially while delivering measurable social impact. It combines digital infrastructure, artificial intelligence, and regulatory-aligned systems to enable transparent trade, secure finance, and data-driven decisions across emerging agricultural economies.

AI plant disease detectioncomputer visiondrone platformsend-to-end traceabilityfiat-based escrow settlementpermissioned blockchain marketplaceRetrieval Augmented Generation advisory

Aither Sentry is an independent defense technology research and development small business based in Florida, USA. It is a sole proprietorship, SBIR/STTR-eligible micro-entity registered on SAM.gov (UEI JDFHYSZNFLT3), 100% U.S. owned. Its patent-pending technology portfolio spans artificial intelligence, environmental remediation, semiconductor design, defense systems, ocean and energy, and space and orbital technologies.

Artificial Intelligencecounter-UASdefense systemselectronic warfareEnvironmental Remediationin-orbit manufacturingISRU systemsresearch and developmentsemiconductor design

Compuvi builds Confinaid, a proactive compliance operating system that detects, reviews, and prevents compliance risks across communications, documents, and workflows before they escalate into legal, financial, or reputational incidents. Compuvi develops privacy-focused, domain-specific AI software for regulated industries.

AI-based compliance risk detectioncryptographically logged audit evidenceGPU-accelerated training and inferencehuman review workflowsinline interception of outbound communicationspolicy analytics

Hitherto AI develops ethical, relational, and enduring forms of intelligence for organizations and research environments. Its work spans research, architecture, consultancy, and education, including AI alignment, model evaluation, federal and enterprise training, and red teaming. It operates through Flux Hall (learning wing), Reason Forge (ethics lab and philosophical gymnasium), Friction Lab (trauma-informed red teaming), and Fathom Lab (closed R&D facility).

AI alignmentcomplex systems modelingcurriculum developmentelectromagnetic sensinginstrumentation designmodel evaluationnon-destructive testingpolymer characterizationRed Teamingsensor fusionspectroscopysynthetic biologysynthetic dataset generationSystem architecturetraining and upskilling

JMSS engineers vertically integrated AI/ML security solutions for police officers, first responders, school officials, and federal agencies, from edge sensors and cellular control to private datacenter compute and a 24/7/365 Global Security Operations Center. Based in Clayton, NC, serving state, local, and federal customers since 2011.

5G/4G LTE backhaulacoustic MLAI/ML developmentcellular controlcomputer visionGPU computeGSOC monitoringIncident responsemanaged cybersecurityMDRprivate datacenterSIEMsolar-powered surveillance