Assistive Intelligence, Evolved
NeuroEdgeAI is building patentable, real-time, emotionally intelligent AI assistants that will transform support for neurodivergent individuals--at home, in school, and in care settings.
The Challenge We're Solving
Millions of neurodivergent individuals need consistent support that current systems can't efficiently provide.
Constant Supervision
Caregivers and educators must provide nearly constant supervision, leading to burnout, reduced quality of care, and excessive costs that many families can't afford.
Missed Warning Signs
Even the most attentive human caregivers can miss subtle cues of emotional escalation or distress, often resulting in preventable crises.
Poor Data Collection
Without consistent monitoring and data collection, clinicians lack the insights needed to optimize treatment plans and track progress over time.
Our Revolutionary Solution
We've created an emotionally intelligent AI assistant that can see, hear, speak, and understand--transforming care paradigms.
Visual Intelligence
Our system uses advanced computer vision to detect faces, track motion patterns, and identify concerning behaviors without streaming video to the cloud.
- Signs of emotional escalation
- Potentially dangerous movements
- Elopement risks and wandering
- Changes in typical behavior patterns
Audio Processing
Our patentable audio analysis engine processes speech and ambient sound in real-time to understand emotional states and communication needs.
- Emotional tone and intensity in speech
- Indications of distress in vocalizations
- Communication clarity and patterns
- Multi-language support for diverse families
Adaptive Communication
Our system doesn't just monitor--it engages and responds using adaptive communication that meets individual needs.
- Natural voice interaction in any voice profile
- Emotion-aware response calibration
- Personalized communication styles
- Voice-cloning technology for familiar voices
Privacy-First Architecture
All processing happens on-device, with no continuous cloud streaming. Our crypto-backed security ensures data ownership remains with users or care facilities.
Adaptive Learning
Our system continuously adapts to individual behavior patterns, becoming more accurate and personalized over time without compromising data privacy.
Hardware Agnostic
Our software works on existing devices--from tablets and smartphones to specialized hardware--making deployment flexible and cost-effective.
Continuous Feedback Loop & Personalized Federated Learning
NeuroEdgeAI is designed to do more than just observe -- it learns. Every interaction with a child or adult in our system becomes part of a secure, ongoing feedback loop that trains the AI to understand that individual more deeply over time.
Federated Learning Architecture
Using federated learning, each device processes and adapts locally, analyzing emotional cues, behavioral patterns, speech attempts, and environmental context without ever sending raw data to the cloud. Instead, only anonymized, encrypted learning signals are transmitted to improve the core model -- ensuring both privacy and personalization at scale.
Longitudinal Development Tracking
Key behavioral events, escalation triggers, and intervention outcomes are cryptographically recorded on a blockchain, creating an immutable, permissioned log of the individual's developmental and emotional journey. This record supports longitudinal understanding, enabling the AI to refine its predictions and interventions with increasing precision -- day after day, year after year.
Why Our Continuous Learning Approach Matters
- Personalized AI: The system becomes uniquely attuned to each individual's emotional and communicative patterns over time.
- Self-improving models: Each daily interaction feeds a loop that helps both the individual and the broader model architecture evolve safely.
- Privacy by design: Raw data never leaves the device. Federated learning ensures local training without central storage.
- Trust and transparency: Blockchain-backed event logs ensure accurate history, auditable interventions, and long-term ethical integrity.
- Care continuity: Educators, therapists, and caregivers can access anonymized behavioral histories (with consent), improving care consistency across locations or over time.
NeuroEdgeAI doesn't just respond to what it sees -- it remembers, learns, and evolves with each person it supports, enabling truly adaptive and ethical AI care at scale.
Our Patent Strategy
We're building a robust intellectual property portfolio that protects our innovations and creates significant barriers to entry.
Edge-Based Emotional Intelligence
Our proprietary method for detecting emotional states through visual and audio cues using on-device processing--without cloud dependence.
Adaptive Voice Response System
Our novel approach to voice synthesis that can mimic familiar voices and adapt tone based on the emotional state of the listener.
Behavioral Pattern Recognition
Our proprietary method for identifying subtle behavior changes that indicate emotional escalation or safety concerns.
Our Patent Roadmap
We're executing a strategic patent filing schedule to maximize protection and create a defensible IP portfolio across all major markets, covering our core technology, application-specific innovations, and future enhancements.
Learn More About Our IP StrategyApplications & Use Cases
Our technology transforms support across multiple environments, creating value for individuals, families, and institutions.
Educational Settings
We're partnering with one of the largest schools for neurodivergent children in the U.S. to revolutionize classroom support and safety monitoring.
- Real-time behavior monitoring and alerts
- Early detection of potential escalations
- Automated documentation for IEP compliance
- Reduced need for 1:1 aides in many situations
Residential Communities
Our system enables greater independence in group homes and residential communities while ensuring safety and support.
- 24/7 monitoring without invasive staff presence
- Personalized assistance and reminders
- Safety alerts for staff when needed
- Support for daily living activities
Home & Family Support
We give families peace of mind while respecting the privacy and independence of neurodivergent individuals.
- Caregiver alerts for potential issues
- Reduced helicopter parenting necessity
- Support during transitions and difficult periods
- Sleep monitoring and assistance
The Transformative Impact
Our technology creates unprecedented value across the care continuum, delivering measurable benefits to all stakeholders.
"This technology has completely transformed our classroom. We can now provide appropriate supervision while giving our students the space they need to develop independence. The early warning system for emotional escalation has prevented numerous incidents."
-- Director of Special Education, Leading Autism-Focused School
"The ROI is undeniable. We've been able to optimize our staffing while actually improving care quality and safety. The data insights have transformed how we approach behavioral support planning for our residents."
-- Administrator, Residential Support Facility
Our Progress & Roadmap
We're not just pitching the future--we're building it now, with working technology and validated partnerships.
Core Technology Development
We've successfully built and tested our foundational technology stack, including real-time emotion detection, speech analysis, and adaptive voice response systems.
Educational Deployment
We're working with one of the nation's largest schools for neurodivergent children to deploy and refine our technology in real classroom settings.
Patent Applications
We're executing our comprehensive patent strategy to protect our innovations and create a defensible IP portfolio.
Residential Care Expansion
We're preparing to expand into residential care facilities with pilot programs starting later this year.
The Visionaries Behind NeuroEdgeAI
Our founding team combines expertise in AI, neurodiversity support, and successful startup experience.
Josh Rosenfeld
Co-Founder & CEO
Angela Alvarez
Co-Founder
Join Our Mission
We're expanding our team with passionate professionals who want to make a real difference in the lives of neurodivergent individuals and their families. We offer competitive compensation, equity, and the opportunity to work on truly meaningful technology.
Contact Us About OpportunitiesInvestment Opportunity
We're creating exceptional value at the intersection of healthcare, education, and assistive technology--three massive markets ripe for disruption.
Massive Market Potential
Our technology addresses a $50B+ market across educational, clinical, residential, and home care settings for neurodivergent individuals--with additional expansion potential into elder care and general healthcare.
Defensible IP Strategy
Our comprehensive patent portfolio creates significant barriers to entry. We're pursuing protection for our core technology and application-specific innovations across all major markets.
Scalable Business Model
Our SaaS model combines hardware-agnostic software with recurring subscription revenue. Initial institutional focus provides predictable revenue and validates our technology for broader consumer applications.
Let's Build the Future Together
Whether you're an investor, potential partner, or someone who shares our passion for transforming neurodivergent support, we want to hear from you.