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SensoryFlow
Predict sensory meltdowns & simplify IEP advocacy with AI
SensoryFlow is a comprehensive web platform bridging families, clinicians, and special educators. Features AI room photo audits, predictive sensory overload telemetry with wearable bio-feedback, IEP/504 legal advocacy demand letter generation, and AAC speech communication tools.
"I saw firsthand how fragmented and overwhelming support can be for neurodivergent individuals, special education families, and the clinicians supporting them. Caregivers are forced to juggle separate apps for visual schedules, paper binders for IEP meetings, and expensive single-purpose speech tools. I wanted to create a single, dignified, unified ecosystem—SensoryFlow—that bridges families, special education teachers, and occupational therapists under one roof."
Three core problems:
Sensory Meltdowns Are Reactive, Not Predictive: Most tools react after a meltdown occurs. I wanted to build an early-warning radar using environmental telemetry and wearable bio-feedback (Heart Rate & HRV) to predict overload before it happens.
IEP & 504 Legal Advocacy Is Stressful: Parents often don't know their legal rights under federal IDEA regulations (34 CFR § 300.320). SensoryFlow auto-generates legal accommodation demand letters to give parents a clear voice in school district meetings.
Clinical Documentation Burnout: Therapists (OTs, SLPs, BCBAs) spend hours on paperwork instead of helping patients. SensoryFlow auto-generates CPT-coded clinical SOAP notes (CPT 97530, 97535, 97127) in seconds."*
🛠️ 3. What Was the Development Process?
"The process was built around human-centered, trauma-informed design:
Inclusive UI/UX First: Designed with low-sensory color modes, high-contrast toggles, and calm typography to prevent visual overwhelm for neurodivergent users.
Multimodal AI Integration: Integrated Gemini AI to scan room photos for sensory triggers (acoustic echo, fluorescent flicker, visual clutter) and generate customized social stories.
Unified Stakeholder Hubs: Built modular portals specifically tailored for Caregivers, Educators, Clinicians, and HealthTech partners to make collaboration instant and seamless."*
About SensoryFlow on Product Hunt
“Predict sensory meltdowns & simplify IEP advocacy with AI”
SensoryFlow was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #160 on the daily leaderboard. SensoryFlow is a comprehensive web platform bridging families, clinicians, and special educators. Features AI room photo audits, predictive sensory overload telemetry with wearable bio-feedback, IEP/504 legal advocacy demand letter generation, and AAC speech communication tools.
On the analytics side, SensoryFlow competes within Productivity, Artificial Intelligence and Tech — topics that collectively have 1.8M followers on Product Hunt. The dashboard above tracks how SensoryFlow performed against the three products that launched closest to it on the same day.
Who hunted SensoryFlow?
SensoryFlow was hunted by Kenny. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of SensoryFlow including community comment highlights and product details, visit the product overview.
Kenny