AI for neurodivergent behavioral healthcare

Applied AI research and products for a more personal, adaptable, and accessible future in neurodivergent behavioral health.

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A radically more personal, adaptable, and accessible future

At Luminary Technology Labs, we build AI to expand what’s possible in neurodivergent behavioral health, for children, families, and the professionals who support them.

We combine rigorous research with real-world insight to create tools that are more personal, adaptable, and accessible than anything that has come before.

  • Clinical intelligence
  • Behavioral intelligence
  • Relational intelligence

Research meets
the reality of care

We’re exploring accelerating how scientific evidence and clinical judgment can inform each family’s care, with experience returning to refine what comes next.

Scientific literatureCase context + clinical judgmentGuidance & returning experience
Research, case context and returning experienceAn illustrative research network connects scientific literature to individual case models and clinical judgment. Open guidance paths return experience to their own case.
Scientific
literature
Case context
+ judgment
Guidance &
returning experience
Research, case context and returning experienceAn illustrative research network connects scientific literature to individual case models and clinical judgment. Open guidance paths return experience to their own case.

Different perspectives.
A fuller picture.

A child’s care moves between home, school, therapy, and clinical practice. We’re exploring how technology could help those perspectives inform one another.

Recurring care signals around LuminaryTen recurring loops carry independent illustrative signals through observations, strategies, routines, assessments, environment modifications, pharmaceutical adjustments, behavioral adaptations and developmental changes.ObservationsStrategiesEnvironment modificationsPharmaceutical adjustmentsRoutinesDevelopmental changesAssessmentsBehavioral adaptationsLuminary
Recurring care signals around LuminaryTen vertical recurring care loops carry independent illustrative signals through observations, strategies, routines, assessments, environment modifications, pharmaceutical adjustments, behavioral adaptations and developmental changes.ObservationsStrategiesEnvironmentmodificationsAssessmentsBehavioraladaptationsPharmaceuticaladjustmentsRoutinesDevelopmentalchangesLuminary
Recurring care signals around LuminaryTen vertical recurring care loops carry independent illustrative signals through observations, strategies, routines, assessments, environment modifications, pharmaceutical adjustments, behavioral adaptations and developmental changes.ObservationsStrategiesEnvironmentmodificationsAssessmentsBehavioraladaptationsPharmaceuticaladjustmentsRoutinesDevelopmentalchangesLuminary
Recurring care signals around LuminaryTen vertical recurring care loops carry independent illustrative signals through observations, strategies, routines, assessments, environment modifications, pharmaceutical adjustments, behavioral adaptations and developmental changes.ObservationsStrategiesEnvironmentmodificationsAssessmentsBehavioraladaptationsPharmaceuticaladjustmentsRoutinesDevelopmentalchangesLuminary

Building for work
that takes a team

Our team has spent decades in environments where ambitious projects depend on people with different expertise working toward a shared goal. We’re bringing that experience to behavioral health: building AI products and pursuing research around shared understanding, coordination, and progress.

We cherish who each person is and support their growth. Progress also depends on the people and environments around them learning, collaborating, and adapting together.

Care takes people.
We embolden them.

We’re building technology to give care professionals a fuller picture of each child and more capacity to act on it—toward radically more personal, adaptable and accessible care.

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Occupational therapist

How can the gains we make in a session become greater independence in daily life?

Speech-language pathologist

How can the communication skills we build here carry into a child’s everyday interactions?

Pediatric psychologist

What changes between sessions—and how can I adapt care as a child’s needs evolve?

Applied behavior analyst

Which supports are helping this child build skills that matter in everyday life?

More capacity for more personal care

Behavioral health professionals know how much happens around an appointment: information to gather, reports to complete, parents and schools to coordinate. We’re exploring where AI can transform that work, and help guidance and insight travel for optimal support in everyday life.

We’re inviting pediatric behavioral health clinicians and practice leaders into conversations. Their experience will help us understand where AI could expand capacity, and how useful support should fit the relationships, judgment, and workflows care depends on.

Assessments & reporting
What gets in the way of moving from referral to a useful report?
Family & school coordination
Where does communication around a child’s care create work outside the session?
Scheduling & readiness
Where is capacity lost between an inquiry and a completed visit?
Coverage & reimbursement
Which administrative friction makes useful care hard to sustain?
Specialist support
What helps clinicians take on child-specific work with confidence?

Our first product

Lumi

Real-time coaching for
neurodiverse families.

Try Lumi
Lumi coaching, family insights and strategies shown on three phones

Why we’re here

Michael Caton
Co-Founder, CEO, Luminary Technology Labs

We started Luminary Technology Labs because we understood the vast scale of human potential and joy lost to neurological wiring disconnects. We also saw a healthcare system whose capacity structurally cannot meet the need.

Today, we see a transformative opportunity to significantly expand access to personal, adaptable care that enables children, families, and the professionals who support them to thrive.

That’s the future we’re building.

Radically better care is possible.
Let’s make it real together.

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