Autism Synergies 2026 · NIMHANS Bengaluru · Read our results
Helping you understand what your child can’t always say.

Realtime Behavior Monitoring using Vision AI.

Caregivers get alerts on distress and safety behaviours. Use the cameras you already own, or deploy ours.

Two pilot deployments, one therapy centre and one home, in Visakhapatnam and Hyderabad.

Ethan AI dashboard, desktop and mobile
2
Pilot sites, one centre and one home
50+
Persons monitored in real time
10+
Cameras online
100+
Actionable safety alerts since launch
~10s
Alert latency from behaviour onset
5
Core behaviours detected (more in test)
The real unmet need

A caregiver support system.

Ethan AI is a non intrusive, AI powered caregiver support system that uses your existing camera setup to detect and log distress and safety behaviours.

Personalization

Understands each child’s individual behaviour patterns, enabling more relevant insights and supportive interventions across daily environments.

Continuity

The cloud based vision system securely aggregates behavior observations across home, school, and therapy environments to support consistent insights.

Safety

Personal data is protected in compliance with India’s DPDP Act (2023). Children’s data is collected only with parental consent and handled with the highest care.

Easy to use · quick setup · your camera or ours

Up and running in minutes.

01

Easy Installation

Works with your existing CCTV or camera setup, or with the camera and edge device we supply. Either way, setup takes minutes.

02

Custom Child Profiles

Caregivers set up individual child profiles and choose which behavior patterns they’d like insights on.

03

Role Based Dashboard

Separate access for parents, teachers, and therapists, insights tailored to each role’s expertise and context.

Book a demo

Two ways to run it

Your camera, or ours.

Works with your camera

Hikvision, Dahua, Reolink, Imou, TP Link Tapo, CP Plus, Amcrest, UniFi Protect and most prosumer cameras. Paste your stream URL and you are running in about five minutes. No new hardware, no lock in.

Or deploy ours

The Ethan AI kit is a camera and an edge device, supplied and installed by us. The edge device does the continuous processing inside the room, so video stays where the child is. Choose this when capture quality matters, or when you want behaviours trained specifically for your child.

Fits your routine

Alerts arrive where you already are. Email for the grandparent, Slack for the therapy team, Home Assistant for the home. Plus 1,000+ tools through IFTTT, Zapier, and our open webhook.

Why camera, not wearable

The most reliable sensor is the one they don’t have to wear.

Wearables get refused

In clinical studies, a meaningful share of autistic youth couldn’t tolerate a worn sensor, sensory sensitivity and removal.

Vision already works

Published models detect hand flapping, head banging and self injury from ordinary video at 85 to 88% accuracy.

Continuous & natural

Nothing to charge or remember. We observe the environment, not the child’s body.

We are building a vision intelligence platform for assistive care

Founded by ASD parents. Built for every child who deserves better support.

Ethan AI began as a need that grew from the personal journey of Shilpa Pakki, parent to an autistic child, Ethan, who is non verbal. Like many children who communicate differently, his behavior became the language she had to learn. Recognizing early signals, anxiety, emotional overload, self injury, aggression, became essential to supporting his learning of life skills.

With experience spanning computer vision, video analysis, SaaS platforms, adaptive learning, and assistive technology, she set out to build a vision based system that recognizes behavioral patterns in neurodivergent children before they escalate.

Ethan and family
Computer vision research in autism has largely emphasized early diagnosis. There remains a significant gap in systems that support real world living, especially for non verbal individuals and for adolescents and adults, where safety risks are more concerning. Daily care involves high stakes events: wandering, self harm escalation, unsafe interactions. Addressing these requires long term, personalized modeling that detects deviations from individual baselines, infers behavior transitions over time, and produces caregiver actionable alerts.

Contribute data sets

Validation & evidence

A feasibility study with our clinical partners, the work behind our Autism Synergies Conference abstract (Pakki & Charan), selected for oral presentation. Study completed April 2026.

Caregiver burden, measured

Zarit Burden score, 8 weeks

−16%
mean reduction across the study cohort
Detection vs. ground truth

Sensitivity / precision

88% / 84%
across 6 priority behaviours

Study at a glance

  • n = 34 non verbal and minimally verbal children, ages 5 to 17
  • 8 week deployment, homes and partner centres
  • Ground truth labels from certified special educators
  • Centre level clinical review
  • 0 biometric or facial recognition data captured
Partners and advisors

People who know the field.

Supporting Ethan AI’s work across dataset development, algorithm modeling, and deployment.

Revidd

Revidd

AI / ML Partner

Advanced AI and engineering with deep expertise in large scale video systems, CCTV ingestion, transcoding, affordable infra.

Arnaz Sapna Ashraf

Arnaz Sapna Ashraf

Deployment & Ethics

Founder, 1 Million Women Leaders Club. Guides ethical deployment, dataset practices, and institutional rollout.

Dr. Sridevi Prasad

Dr. Sridevi Prasad

Clinical Advisor

Veteran special educator, founder of Shankar Foundation. Aligns our models with real clinical understanding of behavior.

Shwetha

Shwetha

Therapy Workflows

Principal, 7 Milestones Child Development Centre. Ensures our system fits real therapy environments.

Latest

Results and writing.

Delegates at the Autism Synergies 2026 conference, NIMHANS, Bengaluru
26 July 2026 · NIMHANS, Bengaluru

Ethan AI presents clinical validation results at NIMHANS Autism Synergies 2026

An eight week study with 34 non verbal autistic children, in homes and therapy centres, validated against expert observation, with a candid account of the behaviours the system cannot yet detect.

88%
Sensitivity
84%
Precision
−16%
Caregiver burden
Read the write up
ABC / ABA data collection · 27 July 2026

Vision AI for automated ABC data collection: the antecedent problem in ABA behaviour logging

Why ABC data collection breaks down at the antecedent, and what continuous video behaviour logging changes for BCBAs, therapists, and special educators.

ABC data collection assumes continuous observation that real working conditions make impossible. The antecedent, the part a function hypothesis rests on, is the part collected under the worst conditions. A system that was already watching does not have to reconstruct it.

Read the essay
News and articles

In the press.

ABN Andhrajyoti feature
ABN Andhrajyoti

Co founder Shilpa Pakki featured in ABN Andhrajyoti (Telangana) for advancing AI powered behavioral intelligence for neurodivergent children, families, and therapy centers.

Autism Summit at HPS Hyderabad
Autism Summit, HPS Hyderabad

Ethan AI showcased at the Autism Summit at HPS, Hyderabad, a collaborative initiative on inclusion, child safety, and support for autistic children.

Ethan AI on LinkedIn
LinkedIn article

“Ethan AI: Building Assistive Technology Through a Parent’s Lens” the origin, purpose, and real world motivation behind Ethan AI.

At the conference

Presenting at NIMHANS.

Pratush Charan presenting Ethan AI clinical results at Autism Synergies 2026, NIMHANS Bengaluru
26 July 2026 · NIMHANS, Bengaluru

Ethan AI presented eight week clinical validation results in an oral presentation at the International Autism Synergies Conference 2026, hosted at the National Institute of Mental Health and Neurosciences, India’s apex institution for mental health.

The talk covered what the system detects today, what it measured against expert human observation, and an account of the behaviours it cannot yet detect.

Read the write up
This is a child. We treat the footage that way.

Built for the most sensitive data.

Who sees it

Only you and the people you grant access to, therapists, schools, family. We never sell or rent your data.

Where it lives

Encrypted cloud servers in India or the US. No facial recognition, identity verification, or biometric profiling.

What you control

Review, correct, or delete your child’s data anytime. Withdraw consent and we erase it from our systems.

Read our full Privacy Policy

Plans

Simple pricing.

Start free. Bring your own camera, or add the Ethan AI kit to any plan.

Free trial

₹0
Thirty days. One camera. We ship the camera free for the trial, or use one you already own. Return it if the accuracy targets are not met.

Family

₹10,000 per month
One camera. Core behaviours. Custom behaviours trained on request.

Clinic

₹25,000 per month
Five cameras. Multi child. Core behaviours, PDF reports, and custom behaviours trained on request.

Every plan works with a camera you already own. The Ethan AI camera and edge device are free for the 30 day trial, and a one time charge if you go ahead with a deployment. See full plans.

See it running on your cameras, or ours.

A 20 minute demo with a real deployment. Bring your setup, or ask us about the kit.

Book a demo

Ethan AI, continuous behaviour recognition and alerting for autism care. A caregiver support aid, not a diagnostic instrument.

Ethan AI

Stay In Touch

Have questions, feedback, or partnership ideas?
Reach out to Ethan AI, we’d love to hear from you.