Schemata
Schemata is an AI-native spatial intelligence platform that converts real-world physical equipment into photorealistic, interactive 3D training environments with built-in AI instruction, serving U.S. Department of Defense units and select enterprise customers (education, energy, consumer goods) via enterprise SaaS subscriptions and custom digital twin deployments.
- Company typePrivate
- Founded2024
- HeadquartersSan Francisco, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Schemata does
Schemata (Schemata Inc., Delaware C-corp, headquartered in San Francisco) is an early-stage AI-native spatial intelligence company that converts real-world physical assets into photorealistic, interactive 3D training environments. The platform combines 3D computer vision, neural rendering, and large multimodal models to digitize customer equipment and deliver an AI-driven instructor that explains procedures, monitors learner actions, and adapts instruction. Core product modules include Immersive 3D Learning, Knowledge Transfer from Experts, Instructor Analytics, Training That Follows the Mission, Operate Securely Anywhere, AI Guidance at the Point of Need, and the AI-Enabled 3D Instruction Manual, which renders customer technical orders into 3D environments. The company's primary customer segment is the U.S. Department of Defense (Air Force units including 97th LRS at Altus AFB, 11th LRS, 97th Air Mobility Wing, AFWERX, and NAVSEA), with adjacent enterprise logos in education (Northeastern University), energy (Nabors), and consumer goods (Nestle).
Schemata generates revenue through enterprise SaaS subscriptions governed by Statements of Work, with optional professional services for custom digital twin module buildout and deployment. Pricing is not publicly disclosed and is negotiated individually per customer on annual billing cycles. Go-to-market is direct enterprise field sales with a dedicated Business Development Executive for Department of War accounts based in Washington, D.C., plus a San Francisco engineering HQ and field travel to customer sites and industry events. Marketing relies on thought-leadership content, organic social (LinkedIn, X, YouTube), earned media in defense/XR publications (Forbes, Gamesbeat, Auganix, Radiance Fields), and industry events.
The company is venture-backed at seed stage, having closed a $5 million oversubscribed round in May 2025 led by Owl Ventures (with Alumni Ventures, A16z Games Speedrun, Plug and Play, Anorak Ventures, and Time Zero Capital). Headcount is in the 1-10 range, with CEO James Brown (co-founder) leading the company. In December 2025, a zero-authorization API vulnerability was disclosed by a security researcher; it was patched approximately 150 days later in May 2026, followed by public disclosure, engagement of outside counsel and a third-party forensics firm, and a commitment to accelerated security certifications — an event that introduces a material execution and reputational risk for a company serving defense customers.
Schemata firmographics
Firmographics- Name
- Schemata
- Legal name
- Schemata Inc.
- Website
- https://schemata.com
- Company type
- Private
- Founded year
- 2024
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Schemata is an AI-native spatial intelligence platform that converts real-world physical equipment into photorealistic, interactive 3D training environments with built-in AI instruction, serving U.S. Department of Defense units and select enterprise customers (education, energy, consumer goods) via enterprise SaaS subscriptions and custom digital twin deployments.
- Ownership category
- akta.pro rank
Schemata industry classification
Industry- Product category
- Immersive 3D Training Software
- NAICS
- Software Publishers (513210), Custom Computer Programming Services (541511)
- SIC
- Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- Robotics Learning Platforms (EDAFANAB)
- akta.pro secondary industries
- Simulation & Scenario-Based Learning Authoring (EDAFAHAD), Corporate/L&D Course Licensing from Creators (B2B Upskilling) (MPACALAH)
Keywords
Where Schemata is headquartered
LocationHeadquarters
- HQ city
- San Francisco
- HQ country
- United States
- HQ region
- North America
Offices3 records
Markets served
Schemata business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure
Revenue model
- SaaS Subscription Services: Subscription-based access to the hosted software application service during the contract term, licensed to Authorized Users (employees, consultants, and contractors) for internal use by the Customer and its Affiliates. Term lengths specified in Statements of Work with automatic annual renewal unless opted out.
- Professional Services: Additional services including buildout of custom digital twin modules, deployment, and related implementation services, governed by separate Statements of Work.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise subscription with customizable modules |
Distribution channels1 record
Marketing channels7 records
Schemata product offering
Product offeringCore offering
Schemata sells an AI-native spatial intelligence SaaS platform that captures real-world physical assets via 3D computer vision and neural rendering, then converts them into photorealistic, interactive 3D training environments paired with an AI Instructor for step-by-step procedural coaching. The platform is sold to the U.S. Department of Defense and regulated enterprises (energy, manufacturing) under subscription Statements of Work, with optional professional services for custom digital twin module buildout and deployment.
Product overview
Schemata is a unified AI-native spatial intelligence platform that transforms real-world systems into interactive, photorealistic 3D training environments. The core Schemata Platform serves as the foundation, providing immersive 3D learning, field training, and AI-powered instruction. The platform integrates several key modules: the AI Instructor/AI Assistant provides on-demand guidance and step-by-step coaching; the AI-Enabled 3D Instruction Manual renders technical documentation into explorable 3D environments with AI guidance; Knowledge Transfer from Experts captures and standardizes subject matter expertise; and Instructor Analytics provides real-time performance tracking. Training modules span the classroom (Immersive 3D Learning, Knowledge Transfer, Instructor Analytics) and field operations (Training That Follows the Mission, Operate Securely, Anywhere, AI Guidance at the Point of Need). The platform is designed for mission-critical defense operations and enterprise teams requiring high-fidelity, scalable training experiences.
Differentiator
Problem solved
Functional benefit
Products and services
- Schemata Platform AI-native spatial intelligence SaaS platform that transforms real-world physical assets into interactive, photorealistic 3D training environments with an integrated AI Instructor for mission-critical operators (DoD) and enterprise teams. Sold under subscription Statements of Work with optional professional services for custom digital twin modules and deployment.
- AI-Enabled 3D Instruction Manual
Quantifiable outcome
- 75% reduction in training time; 40% reduction in instructor workload; ~7 hours saved per student per certification; ~5 hours saved per instructor per trainee
- +2 more outcomes
Companies that use Schemata
Customer profileNamed customers7 records
Segments2 records
Ideal customer profiles2 records
Schemata technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability7 records
Feature5 records
Schemata partnerships and signals
Strategic signalScale indicators6 records
Recent moves6 records
Expansion highlights5 records
Schemata competitors and assessment
Company assessmentEmerging players
- Shift Reality: Emerging spatial training/AI platform targeting industrial and defense customers with photorealistic 3D environments and AI instruction. Closest emerging competitor to Schemata on combined spatial fidelity and AI-tutor capabilities.
Direct peers
- Mursion: AI-powered VR simulation training platform with virtual human instructors for soft-skills and operational scenarios. Comparable AI-instructor-driven training model and enterprise/customer base, though Mursion focuses more on conversational simulation than equipment/asset fidelity.
- Talespin: Enterprise XR and AI-driven immersive learning platform for soft skills, leadership, and operational training. Comparable target market (enterprise L&D) and similar emphasis on AI-guided instruction within 3D/immersive environments.
- STRIVR: Enterprise immersive (VR/AR) training platform used by Fortune 500 customers for workforce skill development. Direct overlap with Schemata's enterprise training use case and AI-guided learning approach, though STRIVR has historically focused on sports/retail and is now expanding into defense and industrial.
- Red 6: Defense-focused augmented reality training company (ATARS) building airborne AR for pilot training. Competes for DoD synthetic training dollars with a different modality (outdoor AR) but addresses the same air readiness mission as Schemata's maintenance/sustainment training.
- Interplay Learning: VR-based training platform for skilled trades and technical roles (HVAC, plumbing, electrical, multifamily). Comparable 3D immersive training for technical procedures targeting field workforce outcomes, overlapping Schemata's industrial/maintenance use cases.
Others
- Varjo: High-fidelity XR headset maker serving defense, aviation, and industrial training use cases. Adjacent enabling infrastructure for immersive training rather than a direct competitor; their hardware is a potential delivery channel for Schemata's software.
Broad incumbents
- CAE: Global leader in aviation, defense, and healthcare training with both live and synthetic training solutions. A broad incumbent whose defense training business directly competes for the same DoD virtual training budget Schemata targets.
- Bohemia Interactive Simulations (BISIM): Established defense simulation vendor (VBS series) supplying virtual training environments to militaries worldwide. Schemata competes in the same defense training budget but differentiates via AI-native asset capture rather than game-engine-based content authoring.
- Anduril Industries: Defense technology prime delivering AI-enabled hardware and software across autonomous systems, command and control, and training. Broad incumbent positioning in DoD AI procurement that increasingly touches training and readiness, with substantially more capital and program breadth.
Market position
Strengths1 record
Weaknesses1 record
Competitive moat5 records
Key risks5 records
Key highlights6 records
Customer concentration
Schemata social profiles
Digital presenceSchemata financial estimates
Financial estimateRevenue estimate
Valuation estimate
Schemata leadership team
Management profileNumber of profiles
Profiles2 records
Schemata funding detail
Funding detailFunding overview
Funding rounds2 records
Investors6 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Schemata 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 Schemata
What does Schemata do?
Schemata sells an AI-native spatial intelligence SaaS platform that captures real-world physical assets via 3D computer vision and neural rendering, then converts them into photorealistic, interactive 3D training environments paired with an AI Instructor for step-by-step procedural coaching. The platform is sold to the U.S. Department of Defense and regulated enterprises (energy, manufacturing) under subscription Statements of Work, with optional professional services for custom digital twin module buildout and deployment.
Is Schemata a public or private company?
Schemata is a private company. It is classified as venture growth investor backed and is currently operating.
When was Schemata founded?
Schemata was founded in 2024. It employs 11 to 50 people.
Where is Schemata based?
Schemata is headquartered in San Francisco, United States, in the North America region.
How does Schemata make money?
Two revenue lines are on record. SaaS Subscription Services are the primary driver. The others are professional Services.
Who are Schemata's main competitors?
Shift Reality is listed as an emerging player. Direct peers are Mursion, Talespin, STRIVR, Red 6 and Interplay Learning. Varjo is listed as an others. Broad incumbents are CAE, Bohemia Interactive Simulations (BISIM) and Anduril Industries.
Does Schemata have an API?
No public API is recorded for Schemata.
What industry is Schemata in?
Schemata's product category is Immersive 3D Training Software. Its primary akta.pro industry code is EDAFANAB, Robotics Learning Platforms, with a secondary code of EDAFAHAD, Simulation & Scenario-Based Learning Authoring. Its NAICS code is 513210 and its SIC code is 7373.