webAI
webAI builds and sells a sovereign AI platform that lets enterprises and government agencies train, deploy, and run custom AI models on their own hardware without cloud dependency, serving regulated and mission-critical customers in aviation, healthcare, defense, manufacturing, and public safety.
- Company typePrivate
- Founded2019
- HeadquartersAustin, United States
- Headcount101–250
- GTM typeB2B
- OfferingSoftware
What webAI does
webAI is a private AI infrastructure company that sells a full-stack 'sovereign AI' platform enabling enterprises and government agencies to build, deploy, and operate custom AI models on their own infrastructure — Apple Silicon, GPUs, or pooled clusters — without reliance on hyperscaler clouds. The platform bundles six core components: Companion (an on-device AI assistant for employees), Navigator (model building and deployment workbench), Runtime (distributed orchestration across heterogeneous hardware), webFrame (execution engine with proprietary Entropy-Weighted Quantization), Network (encrypted peer-to-peer fabric supporting air-gapped operation), and a unified CLI for code-first management. Layered on top are four solutions — Multi-modal KG-RAG, Private AI (federated training), Predictive Anomaly Detection, and Vision at the Edge — plus an open-source model footprint (webAI-ColVec1 ranked #1 on ViDoRe V3, YOLO26-MLX on Apple Silicon).
The company monetizes through subscription licensing, usage-based consumption billed per generated 'Answer,' and project-based professional services, all governed by a quote-based, sales-led EULA. Its go-to-market is multi-motion: enterprise field sales with dedicated Forward Deployed AI Engineers and Account Executives, a public-sector capture motion staffed from Washington D.C., technology/channel partnerships (e.g., MacStadium), and a developer-led community track anchored on GitHub, Hugging Face, Discord, and a self-serve Developer Center.
webAI targets regulated and mission-critical verticals where data sovereignty, latency, and compliance are non-negotiable — notably aviation (KLM, Air New Zealand, Spirit Airlines via Springshot), consumer health (Oura, Owlet), manufacturing and industrial, U.S. federal and defense (Project ARIA, Aeon), public safety (Qwake), and financial services. The company was founded in 2019 by David Stout, Ethan Baird, and Tyler Mauer, is headquartered in Austin, Texas with a public-sector presence in Washington D.C., and reached a $2.5 billion pre-money valuation in January 2026 with backing from TIME Ventures, Atreides Management, Forerunner, and OXCART Ventures.
webAI firmographics
Firmographics- Name
- webAI
- Legal name
- webAI, Inc.
- Website
- https://webai.com
- Company type
- Private
- Founded year
- 2019
- Operating status
- Operating
- Headcount range
- 101–250 employees
- Short description
- webAI builds and sells a sovereign AI platform that lets enterprises and government agencies train, deploy, and run custom AI models on their own hardware without cloud dependency, serving regulated and mission-critical customers in aviation, healthcare, defense, manufacturing, and public safety.
- Ownership category
- akta.pro rank
Where webAI is headquartered
LocationHeadquarters
- HQ city
- Austin
- HQ country
- United States
- HQ region
- North America
Offices4 records
Markets served
webAI business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure
Revenue model
- Software Subscription: webAI offers its Software and Services on a subscription basis under the End User License Agreement. Customers receive a non-exclusive, non-transferable license for the duration of the subscription term defined in the Order Form.
- Usage-Based Consumption (Per Answer): Customers purchase consumption units (e.g., number of Answers generated) prior to commercial deployment. Monthly usage reports are required for usage-based pricing; exceeding limits triggers additional invoiced charges.
- Professional Services: Project-based services delivered under separate Statements of Work (SOWs), covering deployment, customization, and integration work that goes beyond standard subscription software.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Hybrid | Multi-year contract | Subscription + usage-based consumption of generated Answers |
| Freemium | Pay-as-you-go | Trial License (evaluation) |
| Other | Multi-year contract | Professional Services |
Go-to-market motion5 records
Distribution channels5 records
Marketing channels11 records
webAI product offering
Product offeringCore offering
webAI builds, deploys, and operates custom AI on customer-owned local infrastructure through a full-stack sovereign AI platform composed of six components: Companion (on-device AI assistant), Navigator (model training workbench), Runtime (distributed orchestration), webFrame (quantization and inference execution), Network (encrypted local connectivity fabric), and CLI (command-line management). Customers subscribe to the platform under a master EULA with usage-based consumption of generated Answers, supplemented by project-based professional services delivered under separate SOWs. The platform supports multi-modal capabilities including text, vision, code, structured data, and a multimodal KG-RAG that fuses text, tables, images, and CAD into a unified retrieval system.
Product overview
webAI is a sovereign AI platform that enables organizations to build, deploy, and operate custom AI on infrastructure they own — rather than renting AI from centralized cloud providers. The offering is a platform-plus-modules architecture: the webAI Platform bundles six core components — Companion (on-device AI assistant for employees), Navigator (model training and deployment workbench), Runtime (distributed orchestration), webFrame (quantization and inference execution engine), Network (local secure connectivity fabric), and CLI (command-line management) — alongside four industry solutions (Multi-modal KG RAG, Private AI, Predictive Anomaly Detection, and Vision at the Edge). The platform also produces open-source AI assets such as the webAI-ColVec1 vision-language retrieval models and YOLO26-MLX, and is extended through the webAI Intelligence Lab research unit.
Differentiator
Problem solved
Functional benefit
Brands
- Companion: A private AI assistant that connects employees to domain-specific AI models through a secure chat interface, designed to run on enterprise devices with on-device operation.
- Navigator
- Runtime
- webFrame
- Network
- webAI CLI
- webAI Intelligence Lab
Products and services
- webAI Platform
Quantifiable outcome
- 30% smaller models with up to 99.5% accuracy retained via EWQ quantization
- +6 more outcomes
Companies that use webAI
Customer profileNamed customers9 records
Segments7 records
Ideal customer profiles5 records
webAI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability18 records
Feature11 records
webAI partnerships and signals
Strategic signalPartnerships
Twelve partnerships are on record, tiered flagship, core and minor.
- Qwake TechnologiesflagshipStrategic collaboration announced March 11, 2026 to bring predictive AI capabilities to fire departments. webAI's edge intelligence layer pairs with Qwake's critical operations platform (C-THRU) to deliver real-time, mission-critical intelligence for first responders on the fireground. The escalation prediction tool is the first step of a broader shared vision for intelligent city infrastructure, and was discussed at a SXSW fireside chat on March 16, 2026.
- U.S. Army (Project ARIA)flagshipSelected as an industry partner for the U.S. Army's Project ARIA (Rapid Implementation of Artificial Intelligence). webAI contributes to Team Black, developing a 'Model Armory' that delivers custom AI capabilities packaged for soldiers' specific missions and running on their devices at the tactical edge in denied or low-bandwidth environments.
- Owlet, Inc. (NYSE: OWLT)flagshipStrategic AI partnership to develop secure, personalized AI-driven intelligence across Owlet's infant health and sleep product ecosystem. The collaboration leverages Owlet's proprietary pediatric health and sleep data to build private, enterprise-grade AI architecture that maintains data privacy and regulatory alignment as Owlet expands globally to its 2.5M+ family user base.
- SpringshotcoreJoint development and launch of an AI compliance platform for airline operations. webAI combines real-time intelligence with Springshot's operations workflow platform to deliver instant verification of aircraft loading and fire suppression systems. Spirit Airlines adopted the platform within one hour of rollout.
- AeonminorPartnership to advance the Zeus Weapon System with field AI. webAI provides edge AI capabilities to support Aeon's weapon system program.
- Divergent TechnologiesminorPartnership to advance human-AI collaboration. Divergent Technologies, an Austin-based 3D-printing company contracting with Lockheed Martin, Raytheon, and the Air Force, partnered with webAI on AI-augmented manufacturing workflows.
- MacStadiumcorePartnership to power the world's largest AI models with Apple Silicon. webAI and MacStadium launched an AI inferencing service based on Apple Silicon, extending webAI's sovereign platform infrastructure for enterprise training and inference workloads.
- Oura (ŌURA)flagshipStrategic deal to power personalized, on-device AI for the ŌURA health platform. webAI provides edge computing and retrieval infrastructure that processes biometric signals on-device with privacy-first principles. Co-developed ŌURA's first proprietary women's health AI model in Oura Labs, grounded in clinician-reviewed knowledge sources.
- David Shuman (Chairman)coreFounder, Lateralus Holdings; Board Chairman of ŌURA and Chairman of webAI Board of Directors. Provides strategic governance and cross-pollination with ŌURA partnership.
- Tom Hale (Board Director)coreCEO of ŌURA; appointed to webAI Board of Directors on May 6, 2026. Brings 30+ years of technology and consumer products experience to support webAI's rapid growth as a 'judgment accelerator'.
- David Beirne (Board Director)coreFounder of X10 Capital; former General Partner at Benchmark Capital. Serves on webAI Board of Directors.
- Dennis Durkin (Board Director)coreFormer CFO of Activision Blizzard and former CFO & COO of Xbox. Serves on webAI Board of Directors.
Scale indicators11 records
Recent moves7 records
Expansion highlights7 records
webAI competitors and assessment
Company assessmentDirect peers
- Aleph Alpha: European sovereign AI provider focused on private, compliant deployment for regulated enterprises and governments. Directly comparable mission around data sovereignty and on-prem deployment, with a comparable enterprise/government GTM motion.
- Mistral AI: Open-weight and sovereign AI model provider with strong on-prem and private deployment positioning. Competes for the same regulated European/U.S. enterprise workloads and offers an overlapping self-serve plus enterprise GTM.
- Together AI: Open-source AI infrastructure platform offering private model hosting, inference, and fine-tuning on customer-owned or dedicated infrastructure. Closely aligned technology stack and developer-led GTM motion with webAI's platform and open-source releases.
- Cohere: Enterprise-focused foundation model company with private deployment, retrieval, and agentic capabilities for regulated industries. Overlaps with webAI on enterprise RAG, retrieval, and on-prem/private-cloud deployment.
- SambaNova Systems: Full-stack private AI platform combining proprietary chips and software for on-prem enterprise model serving. Highly comparable 'AI you own' value proposition aimed at large enterprises and government customers.
Broad incumbents
- Anthropic: Frontier model lab with a growing emphasis on private deployment, Claude for Government, and enterprise compliance. Not specialized in on-device execution like webAI, but competes for the same regulated enterprise AI budget.
- Databricks: Data and AI platform with Mosaic AI for private model training, fine-tuning, and serving on customer data. Overlaps on private AI for enterprises but operates as a broad data platform rather than a focused sovereign AI stack.
- Snowflake: Data cloud with Cortex AI for private model deployment and retrieval against customer-owned data. Comparable on private AI for regulated enterprises, but part of a much broader data platform portfolio.
Emerging players
- Groq: High-performance inference provider with on-prem and dedicated deployment options. Partial overlap with webAI's focus on fast, predictable, private inference — but centered on Groq's own LPU hardware rather than Apple Silicon.
- Reka: Multimodal enterprise AI platform with private deployment and frontier model offerings. Comparable on multimodal retrieval and enterprise AI agents, though at a smaller scale and a less specialized on-device stack.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat7 records
Key risks6 records
Key highlights7 records
Customer concentration
webAI social profiles
Digital presencewebAI compliance and trust
Trust signalCompliance2 records
webAI financial estimates
Financial estimateRevenue estimate
Valuation estimate
webAI leadership team
Management profileNumber of profiles
Profiles16 records
webAI funding detail
Funding detailFunding overview
Funding rounds4 records
Investors11 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
webAI 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 webAI
What does webAI do?
webAI builds, deploys, and operates custom AI on customer-owned local infrastructure through a full-stack sovereign AI platform composed of six components: Companion (on-device AI assistant), Navigator (model training workbench), Runtime (distributed orchestration), webFrame (quantization and inference execution), Network (encrypted local connectivity fabric), and CLI (command-line management). Customers subscribe to the platform under a master EULA with usage-based consumption of generated Answers, supplemented by project-based professional services delivered under separate SOWs. The platform supports multi-modal capabilities including text, vision, code, structured data, and a multimodal KG-RAG that fuses text, tables, images, and CAD into a unified retrieval system.
Is webAI a public or private company?
webAI is a private company. It is classified as venture growth investor backed and is currently operating.
When was webAI founded?
webAI was founded in 2019. It employs 101 to 250 people.
Where is webAI based?
webAI is headquartered in Austin, United States, in the North America region.
How does webAI make money?
Three revenue lines are on record. Software Subscription is the primary driver. The others are usage-Based Consumption (Per Answer) and professional Services.
Who are webAI's main competitors?
Direct peers on record are Aleph Alpha, Mistral AI, Together AI, Cohere and SambaNova Systems. Broad incumbents are Anthropic, Databricks and Snowflake. Emerging players are Groq and Reka.
Does webAI have an API?
Yes. webAI exposes SDKs and APIs that allow developers and IT teams to build, extend, and manage AI environments at scale. Companion integrates with enterprise apps and workflows via SDKs and APIs on desktop and mobile. The webAI CLI consolidates multiple tools into a single binary, enabling developers and IT administrators to install, configure, and operate webAI components programmatically. Programmatic access is documented in the End-User License Agreement, which permits use of the Software per the applicable Order Form. A developer portal is available at developers.webai.com. Developer documentation is at developers.webai.com.