Empowering Children with Autism Through AI-Guided Support
Autism Spectrum Disorder (ASD) is a complex neurodevelopmental condition that affects how a child perceives the world, communicates, and interacts with others. Every autistic child possesses a profoundly unique mind, with distinct strengths, sensory preferences, and learning styles. Traditional, one-size-fits-all approaches often fail to address these beautiful nuances. At Bloom, we recognize that true support begins with deep understanding. Our advanced AI learning assistant is meticulously designed to observe, adapt, and provide highly personalized guidance tailored specifically to your child's multi-condition profile. By utilizing real-time camera-based observation, Bloom seamlessly determines the most effective evidence-based therapy methods—such as ABA, Floortime, or ESDM—based on your child's current engagement, emotional state, and what has proven successful in the past. This continuous, adaptive cycle ensures that your child is always receiving the right support at the right moment. Our goal is not to change who they are, but to equip parents and caregivers with actionable, research-backed strategies that foster meaningful communication, reduce frustration, and celebrate every developmental milestone. Beyond just offering static advice, Bloom's sophisticated AI integrates seamlessly into your daily routine, analyzing emerging behavioral trends to continuously refine its recommendations. Whether you are navigating a recent diagnosis or seeking new ways to connect with your non-verbal child, our platform ensures that you are never walking this path alone.

What is Autism Spectrum Disorder?
Autism Spectrum Disorder (ASD) is a broad range of conditions characterized by challenges with social skills, repetitive behaviors, speech, and nonverbal communication. Because autism is a spectrum, it manifests differently in every single child. Some children may require significant support in their daily lives, while others may need less support and possess remarkable abilities in logic, memory, or creative thinking. Understanding autism means recognizing that these differences are not deficits, but variations in neurological development. Children with autism often experience the world more intensely or differently, which can sometimes lead to sensory overload or difficulties in navigating neurotypical social expectations. It is crucial to approach autism with empathy, patience, and a commitment to understanding the individual child's perspective, rather than trying to force them into a conventional mold.
Early Signs to Watch
Identifying autism early can significantly improve a child's developmental trajectory by introducing supportive interventions at a crucial stage of brain development. While every child develops at their own pace, some common early signs of autism often become apparent between 12 to 18 months of age. These may include a lack of joyful expressions, limited or no eye contact, delayed babbling or speaking, not responding to their name, and an absence of pointing or gesturing to share interest. Parents might also notice repetitive movements, such as hand-flapping or spinning, or an intense focus on specific objects or parts of toys. Additionally, a child might show unusual reactions to sensory input, such as being overly sensitive to sounds, lights, or textures. If you observe these signs, it is always advisable to consult with a pediatric professional for a comprehensive evaluation.
How Bloom Helps
Bloom serves as a revolutionary bridge between traditional therapy and daily home life, offering an AI-powered assistant that deeply understands your autistic child's unique needs. Instead of relying on static advice, Bloom uses secure, camera-based observation to analyze your child's behavior, engagement, and emotional state in real time. It then dynamically recommends the most effective strategies for that specific moment, whether it's calming a sensory meltdown or capitalizing on a moment of high focus for a learning activity. Bloom curates a personalized learning profile that searches the latest research to provide condition-specific methods and daily routines. Parents receive actionable, step-by-step guidance and visual demonstrations, empowering them to confidently apply therapeutic techniques at home. By tracking progress across multiple skill areas, Bloom ensures that the support always evolves alongside your child.
Evidence-Based Methods
At the core of Bloom's methodology is a strict adherence to the Naturalistic Developmental Behavioral Interventions (NDBI) framework (Schreibman et al., 2015), now recognized as the gold standard for autism intervention. Bloom automatically selects from proven approaches including JASPER (Kasari et al., 2022) for joint attention and symbolic play, the Early Start Denver Model (Dawson et al., 2010), Pivotal Response Training (Koegel & Koegel, 2019), and Enhanced Milieu Teaching (Kaiser & Roberts, 2013). The platform's AI determines the optimal method based on real-time observation — if a child shows high engagement, it capitalizes on the moment with structured learning; if dysregulated, it prioritizes Ayres Sensory Integration techniques (Acuña et al., 2025 systematic review). Bloom also integrates interoception training (Mahler, 2017) to help children recognize internal body signals, and video modeling protocols (McLay et al., 2015) for skill acquisition. Recent 2025 research identifying five distinct sensory phenotypes in autistic children (Stevenson & Scheerer) allows Bloom to tailor sensory strategies to each child's specific neurological profile. Every recommendation cites peer-reviewed research from JADD, Pediatrics, JCPP, and JSLHR.
AI-Powered Features for Autism
Bloom's AI capabilities transform how autism support is delivered by providing a truly adaptive, multi-faceted toolkit. The AI Camera Speech Coaching feature observes the child and suggests interactive exercises, adapting its approach based on whether the child is non-verbal, minimally verbal, or conversational. The AI Deep Analysis continuously refines the child's profile, factoring in co-occurring conditions like ADHD or speech delays to generate cross-condition strategies. Furthermore, Bloom offers AI Auto-Diagnosis insights for undiagnosed children, acting as a developmental pediatrician to identify suspected conditions based on the DSM-5-TR criteria. It also generates tailored activities—ranging from sensory integration exercises to executive function games—and provides an AI Progress Analysis that visually tracks behavioral patterns and milestone achievements over time, offering a comprehensive, data-driven view of the child's journey.
Getting Started
Embarking on a supportive journey with Bloom is designed to be seamless, intuitive, and stress-free for busy parents. The first step is simply creating a secure, E2E encrypted profile for your child, detailing their current communication level, interests, and sensory challenges. From there, you can immediately begin using the AI observation tools or explore the tailored activities and resources generated specifically for your child. Bloom does not require a medical diagnosis to start providing value; its observational AI will guide you regardless of where you are in the diagnostic process. With its warm, calming interface and generous free tier, Bloom invites families to explore a new paradigm of neurodevelopmental support, fostering an environment where every child is given the personalized attention they need to flourish and bloom.
Therapeutic Approaches
Visual guide to common interventions and practices.

ABA Therapy
Applied Behavior Analysis in a natural environment

Floortime/DIR
Play-based developmental therapy

Social Skills Training
Structured social interaction practice

Visual Supports
Visual schedules and social stories
84-Day Autism Program
Building Bridges: Autism Communication & Social Skills Program
Program End Goals
- Child initiates joint attention independently in multiple environments
- Child uses functional communication to express complex needs and emotions
- Child engages in collaborative, multi-step pretend play with peers
- Child demonstrates independence in daily living routines (hygiene, meals, dressing)
- Child uses coping strategies to self-regulate during sensory or emotional overload
- Child successfully navigates community settings and transitions safely
- Child participates in reciprocal, multi-turn conversations
- Child and family implement a sustainable maintenance and generalization plan
Phase 1: Foundation
- Establish parent-child engagement
- Introduce functional communication
- Implement basic daily routines
- Build foundational play skills
Advancement Criteria
- Child uses basic functional communication
- Child engages in joint attention during play
Assessment & Environment Setup
Environmental Arrangement
Sensory Room Audit
Setup: Stand in the middle of the room (Allocated time: 1 minute).
Positioning: Observer position to ensure optimal delivery.
Execution: Scan auditory, visual, and olfactory inputs clearly and confidently.
Wait Period: Wait exactly N/A without repeating the instruction to allow processing time.
Success Criteria: If successful, Identify safe zones immediately (within 1 second).
Correction: If no response, Adjust environment.
Data Collection: Log sensory distractors.
"Let's check our space."
Overwhelming sensory inputs.
Eliminate buzzing lights or strong smells.
Stimulus Control Setup
Setup: Gather all loose toys (Allocated time: 1 minute).
Positioning: Standing to ensure optimal delivery.
Execution: Place high-value items out of reach clearly and confidently.
Wait Period: Wait exactly N/A without repeating the instruction to allow processing time.
Success Criteria: If successful, Child focuses on remaining items immediately (within 1 second).
Correction: If no response, Remove more items.
Data Collection: Note remaining items.
"Toys go in the box."
Distraction levels.
Keep only 2-3 activities accessible.
Visual Boundary Marking
Setup: Place a rug on the floor (Allocated time: 1 minute).
Positioning: Kneeling at edge to ensure optimal delivery.
Execution: Guide child to the rug clearly and confidently.
Wait Period: Wait exactly 5 seconds without repeating the instruction to allow processing time.
Success Criteria: If successful, Praise staying on rug immediately (within 1 second).
Correction: If no response, Gently guide back.
Data Collection: Track time in zone.
"This is the play mat."
Understanding of physical space.
Use a distinct rug or tape for the play zone.
Acoustic Dampening
Setup: Close windows and doors (Allocated time: 1 minute).
Positioning: Standing to ensure optimal delivery.
Execution: Assess room reverberation clearly and confidently.
Wait Period: Wait exactly N/A without repeating the instruction to allow processing time.
Success Criteria: If successful, Ensure quiet baseline immediately (within 1 second).
Correction: If no response, Add pillows/rugs.
Data Collection: Note acoustic level.
"Nice and quiet."
Startle responses to echo.
Use soft furnishings to reduce echo.
Lighting Optimization
Setup: Turn off overhead lights (Allocated time: 1 minute).
Positioning: Standing to ensure optimal delivery.
Execution: Turn on warm corner lamps clearly and confidently.
Wait Period: Wait exactly N/A without repeating the instruction to allow processing time.
Success Criteria: If successful, Observe child's affect immediately (within 1 second).
Correction: If no response, Adjust brightness.
Data Collection: Log lighting preference.
"Soft lights on."
Squinting or eye rubbing.
Use warm lamps instead of overhead fluorescent.
Preference Assessment
Paired Stimulus Preference
Setup: Select 6 items, present 2 at a time (Allocated time: 1 minute).
Positioning: Face-to-face to ensure optimal delivery.
Execution: Say 'Pick one' and hold out items clearly and confidently.
Wait Period: Wait exactly 5 seconds without repeating the instruction to allow processing time.
Success Criteria: If successful, Allow 30s access to chosen item immediately (within 1 second).
Correction: If no response, Represent items.
Data Collection: Rank items chosen.
"Pick one."
Which item they reach for first.
Hold items equidistant from child.
MSWO Assessment
Setup: Place 5-7 items in an array (Allocated time: 1 minute).
Positioning: Across table to ensure optimal delivery.
Execution: Say 'Choose one' clearly and confidently.
Wait Period: Wait exactly 5 seconds without repeating the instruction to allow processing time.
Success Criteria: If successful, Remove chosen item for next array immediately (within 1 second).
Correction: If no response, Prompt choice.
Data Collection: Record rank order.
"Choose your favorite."
Selection sequence.
Do not replace the chosen item in the next round.
Free Operant Observation
Setup: Place items around the room (Allocated time: 1 minute).
Positioning: Observer at distance to ensure optimal delivery.
Execution: Allow free access to all items clearly and confidently.
Wait Period: Wait exactly 10 mins without repeating the instruction to allow processing time.
Success Criteria: If successful, N/A immediately (within 1 second).
Correction: If no response, N/A.
Data Collection: Record total time per item.
"Go play."
Duration of engagement per item.
Do not interact, just observe.
Reinforcer Sampling
Setup: Select a novel toy (Allocated time: 1 minute).
Positioning: Side-by-side to ensure optimal delivery.
Execution: Demonstrate playing with it clearly and confidently.
Wait Period: Wait exactly 3 seconds without repeating the instruction to allow processing time.
Success Criteria: If successful, Offer to child immediately (within 1 second).
Correction: If no response, Try different toy.
Data Collection: Note acceptance.
"Try this."
Novel item acceptance.
Demonstrate the toy before offering.
Hierarchy Building
Setup: Review assessment notes (Allocated time: 1 minute).
Positioning: Seated at desk to ensure optimal delivery.
Execution: List Top Tier, Mid Tier, Low Tier clearly and confidently.
Wait Period: Wait exactly N/A without repeating the instruction to allow processing time.
Success Criteria: If successful, Finalize list immediately (within 1 second).
Correction: If no response, Redo assessment if unclear.
Data Collection: Save hierarchy list.
"N/A"
Clear top 3.
Consolidate your preference data.
Baseline Data Collection
ABC Data Intro
Setup: Prepare ABC chart (Allocated time: 1 minute).
Positioning: Observer to ensure optimal delivery.
Execution: Record event objectively clearly and confidently.
Wait Period: Wait exactly N/A without repeating the instruction to allow processing time.
Success Criteria: If successful, N/A immediately (within 1 second).
Correction: If no response, N/A.
Data Collection: Log ABC event.
"N/A"
Antecedent, Behavior, Consequence.
Write exactly what happened, not why.
Frequency Recording
Setup: Have counter ready (Allocated time: 1 minute).
Positioning: Observer to ensure optimal delivery.
Execution: Click for every target behavior instance clearly and confidently.
Wait Period: Wait exactly N/A without repeating the instruction to allow processing time.
Success Criteria: If successful, N/A immediately (within 1 second).
Correction: If no response, N/A.
Data Collection: Log total frequency.
"N/A"
Number of occurrences.
Use a tally counter app or clicker.
Duration Recording
Setup: Have stopwatch ready (Allocated time: 1 minute).
Positioning: Observer to ensure optimal delivery.
Execution: Start timer at behavior onset clearly and confidently.
Wait Period: Wait exactly N/A without repeating the instruction to allow processing time.
Success Criteria: If successful, Stop timer at offset immediately (within 1 second).
Correction: If no response, N/A.
Data Collection: Log total duration.
"N/A"
Length of engagement/meltdown.
Start timer exactly at onset.
Latency Measurement
Setup: Have timer ready (Allocated time: 1 minute).
Positioning: Face-to-face to ensure optimal delivery.
Execution: Give instruction, start timer clearly and confidently.
Wait Period: Wait exactly N/A without repeating the instruction to allow processing time.
Success Criteria: If successful, Stop timer when action begins immediately (within 1 second).
Correction: If no response, N/A.
Data Collection: Log latency time.
"N/A"
Time between instruction and action.
Measure delay to respond.
Interval Recording Prep
Setup: Set interval timer app (Allocated time: 1 minute).
Positioning: Observer to ensure optimal delivery.
Execution: Note if behavior occurred during interval clearly and confidently.
Wait Period: Wait exactly N/A without repeating the instruction to allow processing time.
Success Criteria: If successful, N/A immediately (within 1 second).
Correction: If no response, N/A.
Data Collection: Log interval data.
"N/A"
Behavior within a time window.
Use 1-minute intervals for baseline.
Sensory Profile Mapping
Tactile Screening
Setup: Gather texture swatches (Allocated time: 1 minute).
Positioning: Side-by-side to ensure optimal delivery.
Execution: Gently brush hand with texture clearly and confidently.
Wait Period: Wait exactly 3 seconds without repeating the instruction to allow processing time.
Success Criteria: If successful, Note calm acceptance immediately (within 1 second).
Correction: If no response, Remove if distressed.
Data Collection: Log tactile response.
"Touch the brush."
Pulling away from textures.
Offer varied textures: soft, rough, wet.
Vestibular Assessment
Setup: Clear space (Allocated time: 1 minute).
Positioning: Holding child to ensure optimal delivery.
Execution: Spin slowly one rotation clearly and confidently.
Wait Period: Wait exactly 5 seconds without repeating the instruction to allow processing time.
Success Criteria: If successful, Observe pupil dilation/smile immediately (within 1 second).
Correction: If no response, Stop immediately if upset.
Data Collection: Log vestibular reaction.
"Let's spin."
Dizziness or craving motion.
Observe reaction to being picked up or spun.
Proprioceptive Check
Setup: Sit on floor (Allocated time: 1 minute).
Positioning: Behind child to ensure optimal delivery.
Execution: Apply firm shoulder pressure clearly and confidently.
Wait Period: Wait exactly 5 seconds without repeating the instruction to allow processing time.
Success Criteria: If successful, Note relaxing of muscles immediately (within 1 second).
Correction: If no response, Release pressure.
Data Collection: Log proprioceptive need.
"Squish time."
Seeking deep pressure.
Provide firm hugs or joint compressions.
Auditory Screening
Setup: Gather bell, whistle (Allocated time: 1 minute).
Positioning: Across room to ensure optimal delivery.
Execution: Play sound softly clearly and confidently.
Wait Period: Wait exactly 3 seconds without repeating the instruction to allow processing time.
Success Criteria: If successful, Note orienting to sound immediately (within 1 second).
Correction: If no response, Stop sound if distressed.
Data Collection: Log auditory threshold.
"Listen to the bell."
Covering ears.
Introduce novel, varying volume sounds.
Visual Processing Check
Setup: Hold a bright toy (Allocated time: 1 minute).
Positioning: Face-to-face to ensure optimal delivery.
Execution: Move toy horizontally clearly and confidently.
Wait Period: Wait exactly 5 seconds without repeating the instruction to allow processing time.
Success Criteria: If successful, Note smooth eye tracking immediately (within 1 second).
Correction: If no response, Bring closer.
Data Collection: Log visual tracking.
"Look at the light."
Staring at edges/lights.
Observe visual tracking of a moving object.
Caregiver Training Setup
Fidelity Checklist Intro
Setup: Print checklist (Allocated time: 1 minute).
Positioning: Seated to ensure optimal delivery.
Execution: Read through the technique steps clearly and confidently.
Wait Period: Wait exactly N/A without repeating the instruction to allow processing time.
Success Criteria: If successful, Acknowledge understanding immediately (within 1 second).
Correction: If no response, Reread.
Data Collection: Self-score understanding.
"N/A"
Parent accuracy.
Review the steps before trying them.
Video Self-Review Setup
Setup: Place phone on stand (Allocated time: 1 minute).
Positioning: Recording play zone to ensure optimal delivery.
Execution: Press record, play naturally clearly and confidently.
Wait Period: Wait exactly 3 mins without repeating the instruction to allow processing time.
Success Criteria: If successful, Stop recording immediately (within 1 second).
Correction: If no response, Adjust angle.
Data Collection: Save video for review.
"N/A"
Camera positioning.
Set up phone on tripod to record a 3-min play session.
Coaching Model Alignment
Setup: Review weekly goals (Allocated time: 1 minute).
Positioning: Seated to ensure optimal delivery.
Execution: Commit to 15 mins of focused practice daily clearly and confidently.
Wait Period: Wait exactly N/A without repeating the instruction to allow processing time.
Success Criteria: If successful, N/A immediately (within 1 second).
Correction: If no response, N/A.
Data Collection: Sign commitment.
"N/A"
Expectation setting.
Accept that mistakes are part of learning.
Daily Schedule Integration
Setup: Open calendar (Allocated time: 1 minute).
Positioning: Seated to ensure optimal delivery.
Execution: Block out the therapy time clearly and confidently.
Wait Period: Wait exactly N/A without repeating the instruction to allow processing time.
Success Criteria: If successful, Set alarm immediately (within 1 second).
Correction: If no response, N/A.
Data Collection: Log scheduled time.
"N/A"
Consistency.
Find the exact 15-minute block for daily practice.
Data System Finalization
Setup: Open Bloom app (Allocated time: 1 minute).
Positioning: Seated to ensure optimal delivery.
Execution: Verify all baseline data is saved clearly and confidently.
Wait Period: Wait exactly N/A without repeating the instruction to allow processing time.
Success Criteria: If successful, N/A immediately (within 1 second).
Correction: If no response, N/A.
Data Collection: Confirm Day 1 complete.
"N/A"
Readiness for Day 2.
Ensure app/clipboards are ready.
Evidence-Based Techniques
A structured library of researched interventions and therapeutic strategies.
ABA Discrete Trial Training
Structured discrete trials with immediate reinforcement; 2025 CASP white paper reaffirms standards of care
Natural Environment Teaching
Embedding learning in natural play and routines; 2025 telehealth parent coaching studies show significant reductions in challenging behaviors
DIR/Floortime
Following child's lead through circles of communication (updated 2024 review)
PECS Communication System
Picture exchange communication system phases 1-3
Early Start Denver Model (ESDM)
Play-based intervention with joint activity routines; 2025 mega-analysis and 2026 meta-analysis show faster language development and moderate effect on cognition
Pivotal Response Treatment
Targeting pivotal areas: motivation, responsivity, self-management; 2025 systematic review by Shayestehfar et al.
JASPER Intervention
Joint attention, symbolic play; 2024 Baby JASPER shows gains in infants with just 8 weeks
Visual Schedules & Supports
Visual structure for predictability and independence
Social Stories
Personalized narratives teaching social situations
Token Economy & Reinforcement
Preference assessments and token board systems
Joint Attention Building
Gaze shifting, pointing, shared enjoyment activities
Meltdown Prevention
3-stage recognition and de-escalation strategies
Hanen It Takes Two to Talk
OWL strategy: Observe, Wait, Listen
Functional Communication Training
Teaching replacement behaviors for communication
Verbal Behavior Approach
Mand, tact, echoic, intraverbal teaching
Video Modeling
Creating and using video models for skill acquisition; supported by 2024 IMJM study
NDBI Framework
Naturalistic developmental behavioral interventions; 2026 BMJ review confirms efficacy for language, social communication, and adaptive skills
SCERTS Model
Social communication, emotional regulation, transactional support
TEACCH Structured Teaching
Physical structure, visual schedules, work systems
PEERS Social Skills
UCLA program for making and keeping friends
Music Therapy
Improvisational music therapy for social connection
PCIT for Autism
Parent-child interaction therapy PRIDE skills
Errorless Learning
Minimizing errors with zero-second time delay
Peer-Mediated Instruction
Training peers to support autistic children
Technology-Aided Instruction
AAC apps, VR, robot-assisted therapy, and FDA-approved EndeavorRx digital therapeutic
Self-Management
Self-monitoring, self-recording, self-reinforcement
Exercise & Movement Therapy
Yoga, swimming, martial arts, equine therapy
Telehealth Parent Coaching
Parent-mediated ABA and NDBI via telehealth showing significant outcomes; 2025 studies demonstrate reduced challenging behaviors and decreased parental stress
Bloom Original Training Videos
Comprehensive, step-by-step video guides created specifically for your child's needs.
ABA Discrete Trial Training
Structured teaching using discrete trials with immediate reinforcement
ABA Discrete Trial Training
Natural Environment Teaching
Embedding learning in natural play and routines
Natural Environment Teaching
DIR/Floortime
Following child's lead through circles of communication
DIR/Floortime
PECS Communication System
Picture exchange communication system phases 1-3
PECS Communication System
Early Start Denver Model (ESDM)
Play-based intervention with joint activity routines
Early Start Denver Model (ESDM)
Pivotal Response Treatment
Targeting pivotal areas: motivation, responsivity, self-management
Pivotal Response Treatment
JASPER Intervention
Joint attention symbolic play engagement regulation
JASPER Intervention
Visual Schedules & Supports
Visual structure for predictability and independence
Visual Schedules & Supports
Token Economy & Reinforcement
Preference assessments and token board systems
Token Economy & Reinforcement
Joint Attention Building
Gaze shifting, pointing, shared enjoyment activities
Joint Attention Building
Meltdown Prevention
3-stage recognition and de-escalation strategies
Meltdown Prevention
Hanen It Takes Two to Talk
OWL strategy: Observe, Wait, Listen
Hanen It Takes Two to Talk
Functional Communication Training
Teaching replacement behaviors for communication
Functional Communication Training
Verbal Behavior Approach
Mand, tact, echoic, intraverbal teaching
Verbal Behavior Approach
Video Modeling
Creating and using video models for skill acquisition
Video Modeling
NDBI Framework
Naturalistic developmental behavioral interventions
NDBI Framework
SCERTS Model
Social communication, emotional regulation, transactional support
SCERTS Model
TEACCH Structured Teaching
Physical structure, visual schedules, work systems
TEACCH Structured Teaching
PEERS Social Skills
UCLA program for making and keeping friends
PEERS Social Skills
Music Therapy
Improvisational music therapy for social connection
Music Therapy
PCIT for Autism
Parent-child interaction therapy PRIDE skills
PCIT for Autism
Errorless Learning
Minimizing errors with zero-second time delay
Errorless Learning
Peer-Mediated Instruction
Training peers to support autistic children
Peer-Mediated Instruction
Technology-Aided Instruction
AAC apps, VR, and robot-assisted therapy
Technology-Aided Instruction
Self-Management
Self-monitoring, self-recording, self-reinforcement
Self-Management
Exercise & Movement Therapy
Yoga, swimming, martial arts, equine therapy
Exercise & Movement Therapy
Latest Research & Techniques
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