OKO Labs
OKO Labs builds an AI-powered platform that facilitates collaborative small-group math instruction for U.S. K-12 students in grades 3-10, using voice and gesture recognition to act as an autonomous group facilitator while teachers run multiple groups simultaneously.
- Company typePrivate
- Founded2020
- HeadquartersNew York, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What OKO Labs does
OKO Labs is a New York-based education technology company founded in 2020 that builds an AI-powered platform enabling collaborative small-group math instruction for U.S. K-12 students in grades 3-10. The product is differentiated from one-on-one AI tutoring tools by positioning AI as an autonomous group facilitator: large language models listen to multi-student spoken discussion, computer vision captures gestures and engagement, and the system decides when to prompt students, call on quieter participants, slow down fast finishers, and surface hints only when groups are genuinely stuck. The platform is delivered via a web application accessible on Chromebooks and laptops, and is bundled with standards-aligned math content sourced from Illustrative Mathematics and Eureka (OER) and a teacher dashboard providing session analytics and intervention suggestions.
The company is led by co-founders Matt Miller (CEO), TJ Marston (CPO), and Laurence Holt (Senior Advisor), with a team of 1-10 employees headquartered at 169 Madison Ave. in New York. Go-to-market is sales-led and focused on U.S. K-12 schools and districts, with marketing driven by research publications (including a WestEd efficacy study of 299 students and an active RCT in Hamilton County, TN funded by the Gates Foundation and Accelerate), case studies, conference presentations, and direct demo requests. Revenue comes from tiered annual or multi-year subscriptions at the classroom, school, or district/network level, with specialized pricing for Title I schools and implementation/onboarding support included at every tier.
OKO has accumulated a notable set of certifications and research validations for its scale: ESSA Tier III Promising Evidence and Tier IV Building Evidence badges, FERPA, COPPA, and all-50-state student-privacy compliance, and clearance of the NYC DOE ERMA review. Funding and research support come from the Gates Foundation, Silicon Schools, Copper Wire Ventures, New Schools, Coherence Fund, Brass Ring Ventures, and StartEd. Named school and district partners include Hamilton County Schools, the Kindezi Schools, KIPP Metro Atlanta, KIPP Jacksonville, the NYC Department of Education, Westlake Charter School, Durham Schools, Fenton Area Public Schools, and Montgomery County ESC.
OKO Labs firmographics
Firmographics- Name
- OKO Labs
- Legal name
- Oko Labs, Inc.
- Website
- https://okolabs.ai
- Company type
- Private
- Founded year
- 2020
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- OKO Labs builds an AI-powered platform that facilitates collaborative small-group math instruction for U.S. K-12 students in grades 3-10, using voice and gesture recognition to act as an autonomous group facilitator while teachers run multiple groups simultaneously.
- Ownership category
- akta.pro rank
OKO Labs industry classification
Industry- Product category
- K-12 Math Learning Software
- NAICS
- Educational Support Services (611710), Educational Services (611)
- SIC
- Services-Educational Services (8200), Services-Prepackaged Software (7372)
- akta.pro primary industry
- Group Work, Breakout & Collaborative Document/Workspace Tools (EDAFAGAE)
- akta.pro secondary industries
- Core Digital Curriculum & Courseware (Full Programs & Units) (EDAFACAA), Curriculum, Lesson Planning & Instructional Content Platforms (EDAJAMAD), AI/ML Learning Platforms for Students (EDAFANAE)
Keywords
Where OKO Labs is headquartered
LocationHeadquarters
- HQ city
- New York
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
OKO Labs business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations
Revenue model
- Subscription - Tiered Model: OKO utilizes a tiered subscription model providing full platform access at classroom, school, or district/network level. All tiers include the core AI-facilitated small group platform, curriculum-aligned math content, and teacher dashboard with session analytics. Implementation, onboarding support, training, technical support, and success reviews are included in every partnership.
- Multi-Year Agreements: OKO offers multi-year agreements with flexible pilot options to support long-term district partnerships and school-wide adoption.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Classroom-level subscription |
| Subscription | Annual | School-level subscription |
| Subscription | Multi-year contract | District/Network-level subscription |
Go-to-market motion2 records
Distribution channels2 records
Marketing channels7 records
OKO Labs product offering
Product offeringCore offering
OKO Labs sells an AI-powered small-group math learning platform for grades 3-10 that uses large language models, voice recognition, and computer vision to facilitate collaborative mathematical discourse among students working in groups of 2 to 5. The bundled offering includes standards-aligned content from Open Education Resource providers, a teacher dashboard with session analytics, and full implementation and onboarding support, delivered via tiered subscriptions at classroom, school, or district/network level.
Product overview
OKO Labs offers a unified AI-powered small-group math learning platform for grades 3-10. The core product, OKO Platform, is an intelligent assistant that facilitates collaborative mathematical discourse among students using voice and gesture recognition. It is bundled with a Teacher Dashboard providing session analytics and student growth data, standards-aligned math content sourced from Illustrative Mathematics and Eureka (OER), and full implementation/onboarding support. There are no separate add-on modules—the platform is offered as an integrated whole via tiered subscriptions (classroom, school, or district level), all including the full AI-facilitated small group experience, curriculum content, analytics, and support.
Differentiator
Problem solved
Functional benefit
Products and services
- OKO Platform AI-powered small-group math learning platform for grades 3-10 that uses large language models, voice recognition, and computer vision to facilitate collaborative mathematical discourse among students working in groups of two to five, enabling one teacher to run multiple groups simultaneously.
- OKO Teacher Dashboard Dashboard delivering real-time data on each student's math and teamwork growth, session analytics, lesson plans, and off-screen intervention suggestions for teachers using OKO.
- Standards-Aligned Math Content Library Math content aligned to state standards, sourced from Open Education Resource providers including Illustrative Mathematics and Eureka, enriched with hints and explanations reviewed by master educators and supporting differentiated instruction across MTSS Tiers 1, 2, and 3 for grades 3-9.
- Implementation and Onboarding Support Bundled implementation support, onboarding, training, technical support, and regular success reviews included with every OKO subscription tier to drive classroom adoption and measured impact.
Quantifiable outcome
- 88% of students showed geometry growth after implementing OKO at Kindezi Schools (compared to 31% growth before OKO)
- +6 more outcomes
Companies that use OKO Labs
Customer profileNamed customers9 records
Segments3 records
Ideal customer profiles2 records
OKO Labs technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability8 records
Feature5 records
OKO Labs partnerships and signals
Strategic signalPartnerships
Eight partnerships are on record, tiered core and minor.
- WestEdcoreWestEd, a nonprofit research organization, conducted the efficacy study examining OKO's impact on student achievement and engagement. The research involved 299 students across 11 classrooms and found statistically significant improvements in fractions and reduced math anxiety.
- AcceleratecoreAccelerate partnered on the RCT study in Hamilton County, TN, funded by Gates Foundation and Accelerate. Results showed +40% collaboration and discourse gains in first 60 days.
- Institute of Education SciencescoreResearch partner conducting efficacy studies on OKO's impact on student outcomes in K-12 math education.
- Joan Ganz Cooney CenterminorResearch partner focused on children's media and learning, collaborating on studies related to OKO's educational impact.
- Google CloudcoreCloud infrastructure provider for OKO's platform. Data is processed using Google Cloud Platform with data processing agreements in place.
- Amazon Web ServicescoreCloud infrastructure provider for OKO's platform. Data is processed using AWS with adherence to GDPR security standards.
- Illustrative MathematicscoreContent partner providing high-quality instructional materials that OKO enriches with hints and explanations aligned to state standards.
- EurekacoreOpen Education Resource provider whose content OKO leverages, enriched with hints and explanations reviewed by master educators.
Scale indicators8 records
Recent moves6 records
Expansion highlights5 records
OKO Labs competitors and assessment
Company assessmentDirect peers
- DreamBox Learning: Adaptive K-12 math platform that personalizes instruction using intelligent recommendation engines; competes with OKO in the same K-12 math intervention market, especially for Tier 2/3 instruction.
- Zearn: K-6 math platform built on the Eureka curriculum, delivering digital math lessons and small-group teacher-led instruction; directly competes with OKO on math instruction and small-group pedagogy in elementary classrooms.
- IXL Learning: Widely adopted K-12 math (and other subjects) personalized learning platform with adaptive questions and analytics; competes for the same math edtech budget and student engagement use cases as OKO.
- Carnegie Learning (MATHia): AI-driven K-12 math tutoring platform (MATHia) with research-backed efficacy; competes head-to-head with OKO for AI-mediated math instruction and ESSA-aligned procurement budgets.
- Khan Academy (Khanmigo): Khanmigo is an AI tutor layered onto Khan Academy's free K-12 content; competes with OKO on AI-mediated math instruction, though primarily in 1:1 rather than small-group format.
Emerging players
- NewClassroom Innovation Partners: Non-profit that built Teach to One, a math personalization platform for middle school that combines small-group, individual, and collaborative instruction models; overlapping use case with OKO's small-group AI focus.
- ScootPad: Adaptive K-12 math and reading platform with personalized pathways and analytics; overlaps with OKO on adaptive math instruction but without the AI-facilitated group discourse component.
Broad incumbents
- Edmentum: Established K-12 supplemental instruction provider offering math, reading, and other subjects with adaptive learning; broader portfolio competitor to OKO at the district-procurement level.
- Houghton Mifflin Harcourt (HMH): Major K-12 publisher with core math curricula, supplemental programs, and adaptive learning tools; competes with OKO as part of broader district math purchasing decisions and core curriculum adoption cycles.
- Pearson Education: Global education publisher and assessment provider with K-12 math offerings and adaptive platforms; competes with OKO at the district level through curriculum, intervention, and assessment suites.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
OKO Labs social profiles
Digital presenceOKO Labs compliance and trust
Trust signalCompliance5 records
OKO Labs financial estimates
Financial estimateRevenue estimate
Valuation estimate
OKO Labs leadership team
Management profileNumber of profiles
Profiles4 records
OKO Labs funding detail
Funding detailFunding overview
Funding rounds2 records
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
OKO Labs 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 OKO Labs
What does OKO Labs do?
OKO Labs sells an AI-powered small-group math learning platform for grades 3-10 that uses large language models, voice recognition, and computer vision to facilitate collaborative mathematical discourse among students working in groups of 2 to 5. The bundled offering includes standards-aligned content from Open Education Resource providers, a teacher dashboard with session analytics, and full implementation and onboarding support, delivered via tiered subscriptions at classroom, school, or district/network level.
Is OKO Labs a public or private company?
OKO Labs is a private company. It is classified as venture growth investor backed and is currently operating.
When was OKO Labs founded?
OKO Labs was founded in 2020. It employs 1 to 10 people.
Where is OKO Labs based?
OKO Labs is headquartered in New York, United States, in the North America region.
How does OKO Labs make money?
Two revenue lines are on record. Subscription - Tiered Model is the primary driver. The others are multi-Year Agreements.
Who are OKO Labs's main competitors?
Direct peers on record are DreamBox Learning, Zearn, IXL Learning, Carnegie Learning (MATHia) and Khan Academy (Khanmigo). Emerging players are NewClassroom Innovation Partners and ScootPad. Broad incumbents are Edmentum, Houghton Mifflin Harcourt (HMH) and Pearson Education.
Does OKO Labs have an API?
No public API is recorded for OKO Labs.
What industry is OKO Labs in?
OKO Labs's product category is K-12 Math Learning Software. Its primary akta.pro industry code is EDAFAGAE, Group Work, Breakout & Collaborative Document/Workspace Tools, with a secondary code of EDAFACAA, Core Digital Curriculum & Courseware (Full Programs & Units). Its NAICS code is 611710 and its SIC code is 8200.