SpectrumAi
SpectrumAi is a Los Angeles-based healthcare technology company that builds AI-positioned software for Applied Behavior Analysis (ABA) autism therapy, offering Twyll (an EHR for BCBAs/RBTs), Patterns (payor analytics), and Spectrum Therapy (employer-sponsored care navigation) to ABA providers, health plans, and self-insured employers.
- Company typePrivate
- Founded2022
- HeadquartersLos Angeles, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What SpectrumAi does
SpectrumAi is a Los Angeles-based healthcare technology company that builds software and services for the Applied Behavior Analysis (ABA) therapy market, the dominant treatment modality for autism spectrum disorder. The company's core platform combines an AI-positioned data analytics layer with purpose-built clinical tools to address the lack of standardized outcome measurement in ABA. Its product portfolio centers on three offerings: Twyll, an EHR and in-session data collection platform built exclusively for Board Certified Behavior Analysts (BCBAs) and Registered Behavior Technicians (RBTs) featuring offline-capable mobile data capture, session video recording, real-time program modification, and an ISO 27001/27002-based security posture; Patterns, a business intelligence and analytics platform for health plans and payors that delivers network performance dashboards, utilization management views, and audit-ready reporting; and Spectrum Therapy, a technology-enabled care navigation service connecting families with in-network ABA providers within 30 days, distributed as an employer-sponsored benefit funded by self-insured employers and health plans. The company also operates a proprietary Zipper integration engine that connects Twyll with third-party practice management, scheduling, and CRM tools.
SpectrumAi monetizes primarily through SaaS subscriptions for Twyll and Patterns, with quote-based pricing that scales from solo BCBAs (self-serve via twyll.app) up to large enterprise ABA organizations served by a direct field sales motion, supplemented by managed-services revenue from Spectrum Therapy payer and employer contracts. Its go-to-market is multi-channel, combining enterprise field sales for large ABA providers and health plans, inside sales for mid-market practices, and product-led growth for individual clinicians and small practices. The customer base spans ABA provider organizations (BCBAs and RBTs), health plans and payors, and self-insured employers, with families and caregivers reached indirectly through employer-sponsored benefits. The company has been featured in Axios, Business Insider, Fast Company, LA Business Journal, Mobi Health News, and Behavioral Health Business, and counts LEARN Behavioral as a named enterprise customer.
SpectrumAi was founded in 2021-2022 by Ling Shao, a former nurse and healthcare executive who started the company after her son's autism diagnosis. The company raised a $9 million seed round in June 2022 led by F-Prime Capital and Frist Cressey Ventures with participation from Autism Impact Fund, followed by a $20 million Series A in March 2023 led by CVS Ventures. In December 2025, SpectrumAi was acquired by CentralReach, a provider of autism and IDD care software, and CentralReach itself was subsequently acquired by Roper Technologies in October 2025, placing SpectrumAi within a publicly-traded strategic owner.
SpectrumAi firmographics
Firmographics- Name
- SpectrumAi
- Legal name
- Spectrum AI, Inc.
- Website
- https://spectrumai.com
- Company type
- Private
- Founded year
- 2022
- Operating status
- Acquired
- Headcount range
- 11–50 employees
- Short description
- SpectrumAi is a Los Angeles-based healthcare technology company that builds AI-positioned software for Applied Behavior Analysis (ABA) autism therapy, offering Twyll (an EHR for BCBAs/RBTs), Patterns (payor analytics), and Spectrum Therapy (employer-sponsored care navigation) to ABA providers, health plans, and self-insured employers.
- Ownership category
- akta.pro rank
SpectrumAi industry classification
Industry- Product category
- Healthcare Analytics Software (ABA Therapy)
- NAICS
- Outpatient Mental Health and Substance Abuse Centers (621420), Services for the Elderly and Persons with Disabilities (624120)
- SIC
- Services-Health Services (8000), Services-Computer Programming Services (7371)
- akta.pro primary industry
- Telehealth/Remote ABA & Digital Behavior Coaching (EDAKAHAL)
- akta.pro secondary industry
- ABA Supervision, Clinical Oversight & BCBA Consulting (EDAKAHAH)
Keywords
Where SpectrumAi is headquartered
LocationHeadquarters
- HQ city
- Los Angeles
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
SpectrumAi business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations
Revenue model
- SaaS Subscriptions (Twyll): Twyll is offered as a software subscription to ABA provider organizations. Flexible pricing plans are available for organizations of different sizes, from solo practitioners to large ABA organizations, with contact-based quotes for enterprise and boutique practices. The product is described as having accessible pricing for all provider sizes.
- Health Plan / Employer Sponsored Benefits (Spectrum Therapy): Spectrum Therapy provides technology-enabled autism care provider services funded by health plans and self-insured employers, offering ABA provider access as an employee benefit to eliminate out-of-network costs and reduce single case agreements. Revenue is generated through payer contracts and employer benefit arrangements.
- Analytics SaaS (Patterns): Patterns is a business intelligence analytics tool for payors and providers. Sold as a standalone or bundled SaaS analytics product, enabling payor-specific views for UM, audits, and network quality analytics.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Monthly | Flexible plans for all provider sizes — solo practitioners to large ABA organizations |
Go-to-market motion3 records
Distribution channels4 records
Marketing channels6 records
SpectrumAi product offering
Product offeringCore offering
SpectrumAi develops and sells an AI-enabled software platform purpose-built for Applied Behavior Analysis (ABA) therapy, centered on Twyll (an electronic health record and in-session data collection tool for BCBAs and RBTs) and Patterns (a business intelligence and analytics platform for payors and providers to track ABA network performance and outcomes). The company also operates Spectrum Therapy, a technology-enabled care navigation service funded by health plans and self-insured employers to connect families with in-network ABA providers within 30 days.
Product overview
SpectrumAi is a healthcare technology company that has developed an integrated platform for Applied Behavior Analysis (ABA) therapy providers. The core portfolio consists of Twyll, an EHR/data collection platform for clinicians; Patterns, a business intelligence and analytics tool for payors and providers; and Spectrum Therapy, a service offering combining care navigation with a network of ABA providers. The platform is designed to support the transition from fee-for-service to value-based care in ABA therapy.
Differentiator
Problem solved
Functional benefit
Brands
- Twyll: Electronic health record (EHR) platform for Behavior Analysts (BCBAs and RBTs) that simplifies capturing data in-session, automates documentation, and records sessions. Features include intuitive in-session tools, video functionality, and real-time program modifications.
- Patterns
- Spectrum Therapy
Products and services
- Twyll
Quantifiable outcome
- Health plans can save tens of millions of dollars by removing out-of-network and single case agreements from ABA costs using Spectrum Therapy and Patterns analytics.
- +2 more outcomes
Companies that use SpectrumAi
Customer profileNamed customers1 record
Segments4 records
Ideal customer profiles4 records
SpectrumAi technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Feature6 records
SpectrumAi partnerships and signals
Strategic signalPartnerships
Three partnerships are on record, tiered flagship and minor.
- CentralReachflagshipCentralReach, a provider of autism and IDD care software, acquired SpectrumAi. Following the acquisition, Joseph Adu (former CTO of SpectrumAi) joined CentralReach as Chief Information Security Officer. CentralReach was subsequently acquired by Roper Technologies in October 2025. This acquisition represents a significant exit for SpectrumAi and integrates its technology (Twyll and Patterns) into CentralReach's autism and IDD care platform.
- LEARN BehavioralminorLEARN Behavioral is a large ABA provider organization that is a customer of SpectrumAi's Twyll platform. Chief Clinical Officer Hannah Rue is quoted on SpectrumAi's homepage endorsing the platform. LEARN Behavioral represents a customer channel relationship rather than a formal partnership.
- CASP (Council on Autism Services)minorCASP (Council on Autism Services) is referenced as an industry organization in SpectrumAi's blog content regarding ABA outcome measures. The company cites CASP's evidence-based practices as a foundation for ABA outcome measures and has CASP's Business Affiliate logo displayed on the company homepage.
Scale indicators3 records
Recent moves6 records
Expansion highlights5 records
SpectrumAi competitors and assessment
Company assessmentDirect peers
- CentralReach: Provider of practice management, EHR, and clinical software for autism and IDD providers; directly acquired SpectrumAi in December 2025 and is now its parent company. Most directly comparable competitor and counterparty in the ABA software market.
- Motivity: ABA-focused clinical data collection and analytics platform for BCBAs and RBTs. Directly competes with Twyll on in-session data capture, programming tools, and outcome measurement for ABA providers.
- ClinicSource: Therapy practice management and EHR platform used by ABA, OT, PT, and speech providers. Competes with Twyll on scheduling, documentation, and reporting for outpatient therapy practices.
Broad incumbents
- Therapy Brands: Broad practice management and EHR platform serving multiple therapy verticals including ABA (via WebABA), speech, OT, and PT. Competes with Twyll on practice management functionality, though not purpose-built for ABA workflows.
- Headspace Health: Broad digital behavioral health platform combining the Headspace consumer app with the Ginger clinician network. Adjacent in behavioral health distribution to employers and payors, though not ABA-specific.
Emerging players
- Rethink Behavioral Health: ABA services and parent-training platform with digital tools for autism care. Overlaps with Spectrum Therapy in connecting families to ABA services and with Twyll's clinical workflow support.
- Lyra Health: Employer-sponsored mental health benefits platform. Comparable to Spectrum Therapy's employer-channel go-to-market, though broader in scope (mental health broadly vs. autism/ABA specifically).
- Pelago: Digital behavioral health platform for substance use and mental health, sold to employers and health plans. Comparable in distribution channel and payor/employer value proposition, though different clinical focus.
- Brightline: Pediatric and family behavioral health provider with a technology-enabled care model, partnered with employers and health plans. Comparable in serving pediatric behavioral health through employer-sponsored channels.
- Bend Health: Pediatric and family mental health platform serving employers, health plans, and families with virtual care delivery. Comparable employer-sponsored distribution motion and pediatric behavioral health focus.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat4 records
Key risks5 records
Key highlights6 records
Customer concentration
SpectrumAi social profiles
Digital presenceSpectrumAi financial estimates
Financial estimateRevenue estimate
Valuation estimate
SpectrumAi leadership team
Management profileNumber of profiles
Profiles3 records
SpectrumAi funding detail
Funding detailFunding overview
Funding rounds3 records
Investors6 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
SpectrumAi M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about SpectrumAi
What does SpectrumAi do?
SpectrumAi develops and sells an AI-enabled software platform purpose-built for Applied Behavior Analysis (ABA) therapy, centered on Twyll (an electronic health record and in-session data collection tool for BCBAs and RBTs) and Patterns (a business intelligence and analytics platform for payors and providers to track ABA network performance and outcomes). The company also operates Spectrum Therapy, a technology-enabled care navigation service funded by health plans and self-insured employers to connect families with in-network ABA providers within 30 days.
Is SpectrumAi a public or private company?
SpectrumAi is a private company. It is classified as corporate owned and is currently acquired.
When was SpectrumAi founded?
SpectrumAi was founded in 2022. It employs 11 to 50 people.
Where is SpectrumAi based?
SpectrumAi is headquartered in Los Angeles, United States, in the North America region.
How does SpectrumAi make money?
Three revenue lines are on record. SaaS Subscriptions (Twyll) is the primary driver. The others are health Plan / Employer Sponsored Benefits (Spectrum Therapy) and analytics SaaS (Patterns).
Who are SpectrumAi's main competitors?
Direct peers on record are CentralReach, Motivity and ClinicSource. Broad incumbents are Therapy Brands and Headspace Health. Emerging players are Rethink Behavioral Health, Lyra Health, Pelago, Brightline and Bend Health.
Does SpectrumAi have an API?
No public API is recorded for SpectrumAi.
What industry is SpectrumAi in?
SpectrumAi's product category is Healthcare Analytics Software (ABA Therapy). Its primary akta.pro industry code is EDAKAHAL, Telehealth/Remote ABA & Digital Behavior Coaching, with a secondary code of EDAKAHAH, ABA Supervision, Clinical Oversight & BCBA Consulting. Its NAICS code is 621420 and its SIC code is 8000.