ovrlab
OVRLab is a Netherlands-based, founder-led research lab developing open-weight AI models and infrastructure for AI agents across model access, agent communication, credential egress, task-scoped access, and agent payments.
- Company typePrivate
- Founded2023
- HeadquartersNetherlands, Netherlands
- Headcount1–10
- GTM typeB2B and B2C
- OfferingSoftware
What ovrlab does
OVRLab (operating as Jubba Cyber Services B.V.) is a Netherlands-based private research lab founded in 2023 that develops open-weight AI models and infrastructure for AI agents. Its portfolio comprises five integrated projects: Sanad provides access to open-weight language models through a CLI, VS Code extension, and coding API, with a research preview exploring coordinated multi-model generation via a proprietary Phase-Locked Consensus Decoding mechanism; PqP Network investigates communication infrastructure for independently operated agents using DNS-based peer discovery, encrypted queue-assisted messaging, and direct WebRTC transport; SecretProxy provides an egress boundary that injects credentials at the point of outbound requests and stores them encrypted outside the agent runtime; UltraNow extends session-based license access into task-scoped, time-bounded grants for AI agents; and OVRPay routes payments from agents to merchants via Stripe and to other agents via PayPal.
The lab operates as a seven-person, founder-led team led by Jubba Smail and publishes its work continuously through an open publications archive, GitHub repositories, and Hugging Face model releases, including reproducible negative-result experiments. Revenue mechanics are limited to UltraNow's existing team license subscription for Google Workspace and Sanad's July 2026 self-serve persistent-balance billing; agent-specific features in SecretProxy, UltraNow, and OVRPay remain in development and are not yet priced. Go-to-market is product-led and community-led — self-serve npm and VS Code Marketplace distribution, public RSS feed, and contact-based outreach for enterprise integrations — with no disclosed funding rounds, enterprise sales motion, or named customers.
ovrlab firmographics
Firmographics- Name
- ovrlab
- Legal name
- Jubba Cyber Services B.V.
- Website
- https://ovrlab.io
- Company type
- Private
- Founded year
- 2023
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- OVRLab is a Netherlands-based, founder-led research lab developing open-weight AI models and infrastructure for AI agents across model access, agent communication, credential egress, task-scoped access, and agent payments.
- Ownership category
- akta.pro rank
ovrlab industry classification
Industry- Product category
- AI Agent Infrastructure
- NAICS
- Software Publishers (5132), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518), Other Computer Related Services (541519)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370), Services-Prepackaged Software (7372)
- akta.pro primary industry
- AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)
- akta.pro secondary industry
- Model Hosting, Serving & Inference Platforms (HDAAACAB)
Keywords
Where ovrlab is headquartered
LocationHeadquarters
- HQ city
- Netherlands
- HQ country
- Netherlands
- HQ region
- Europe
Offices1 record
Markets served
ovrlab business model
Business model- GTM type
- B2B and B2C
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Operations, Marketing or Sales
Revenue model
- Sanad Model Usage (Persistent Balance): Individual and business accounts fund a persistent money balance. Model requests check the balance before inference. Top-ups credit the appropriate personal or organization balance. Supports personal accounts and business workspaces with separate balances.
- UltraNow Team License Service: UltraNow's existing service manages supported Google license access for teams using Workspace identity. Administrators approve users through Workspace groups, users activate a session, and access ends with the session. Existing team pricing applies; agent access is in development.
- OVRPay Agent Payment Routing: OVRPay routes payments from AI agents to merchants (via Stripe) and to other agents (via PayPal). Payment processing records credits durably and includes handling for refunds and disputes. This connects delegated tasks with paid services.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Usage-based | Pay-as-you-go | Sanad self-serve access with persistent balance billing |
Go-to-market motion4 records
Distribution channels6 records
Marketing channels6 records
ovrlab product offering
Product offeringCore offering
OVRLab is an open virtual research lab that develops open-weight AI models and infrastructure products for AI agents. Its portfolio includes Sanad (open-weight AI models with a coding assistant, CLI, VS Code extension, and API), PqP Network (peer-to-peer AI agent communication), SecretProxy (egress proxy and credential injection for AI agents), UltraNow (task-scoped, time-limited license provisioning), and OVRPay (payment routing for AI agents).
Product overview
OVRLab is an Open Virtual Research Lab developing open models and infrastructure for AI agents. The product portfolio consists of five interconnected products: Sanad provides access to frontier open-weight models for coding; PqP Network enables communication between AI agents across devices and interruptions; SecretProxy enforces outbound boundaries and credential management for agents; UltraNow manages session-based access to tools, services, and licenses; and OVRPay handles payments from agents to merchants and other agents. Together, these products address model behavior, agent communication, access control, and payment flows in AI agent systems.
Differentiator
Problem solved
Functional benefit
Brands
- Sanad: Frontier open-weight AI models for businesses and individual developers, providing model access through CLI, VS Code extension, and compatible APIs.
- PqP Network
- SecretProxy
- UltraNow
- OVRPay
Products and services
- Sanad
Quantifiable outcome
- KV-cache storage reduced by 50% at 4,096 tokens (320 MiB to 160 MiB) through frozen-weight layer pairing on Granite 4.0 1B, at the cost of severe language quality degradation (perplexity rising from 19.55 to 707,495.20)
- +1 more outcomes
Companies that use ovrlab
Customer profileSegments4 records
Ideal customer profiles5 records
ovrlab technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration3 records
AI capability11 records
Feature12 records
ovrlab partnerships and signals
Strategic signalScale indicators3 records
Recent moves6 records
Expansion highlights5 records
ovrlab competitors and assessment
Company assessmentDirect peers
- Hugging Face: Hugging Face is the dominant hub for open-weight model hosting, distribution, and inference; OVRLab releases Granite KV-sharing experiment weights there and builds Sanad as a competing developer-facing model access product with self-serve usage billing.
- Replicate: Replicate operates a model serving and inference cloud with API access for a broad catalog of open models, comparable to the developer-facing layer Sanad ships via CLI, VS Code extension, and coding API.
- Together AI: Together AI provides open-weight model hosting, inference, and fine-tuning APIs aimed at developers and AI-native teams, overlapping directly with Sanad's usage-based, open-weight model access stack.
- Modal Labs: Modal offers serverless compute and inference infrastructure for AI workloads; it competes in the same AI developer infrastructure space as Sanad's hosted model serving with PqP, SecretProxy, and UltraNow adding agent-specific layers on top.
- Cursor (Anysphere): Cursor is an AI coding product with VS Code integration and model selection; OVRLab's Sanad extension targets the same developer-with-AI-in-the-editor use case and competes for AI coding attention and usage.
- LangChain: LangChain builds frameworks, runtimes, and infrastructure for LLM applications and agents, comparable to PqP, SecretProxy, UltraNow, and OVRPay which together constitute OVRLab's agent infrastructure stack.
Broad incumbents
- Cloudflare: Cloudflare provides broad network and egress security infrastructure (egress controls, API shielding, Workers AI) that overlaps with SecretProxy's outbound boundary mission and represents a much larger incumbent in adjacent territory.
- Stripe (with Agent Toolkit): Stripe supplies the merchant payment rails OVRPay uses and ships its own agent toolkit, making it both a dependency and a broad incumbent competing for agent-to-merchant payment flows.
Emerging players
- Fixpoint AI: Fixpoint is an early-stage company building infrastructure for AI agents with overlapping concern for code execution, access, and reliability; it is a relevant emerging peer in the broader agent infrastructure category.
- Letta: Letta develops memory and stateful agent infrastructure with open-source roots; it overlaps with OVRLab's agent-native infrastructure focus across UltraNow (access/state) and PqP (communication).
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks5 records
Key highlights7 records
Customer concentration
ovrlab social profiles
Digital presenceovrlab financial estimates
Financial estimateRevenue estimate
Valuation estimate
ovrlab leadership team
Management profileNumber of profiles
Profiles7 records
ovrlab funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
ovrlab 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 ovrlab
What does ovrlab do?
OVRLab is an open virtual research lab that develops open-weight AI models and infrastructure products for AI agents. Its portfolio includes Sanad (open-weight AI models with a coding assistant, CLI, VS Code extension, and API), PqP Network (peer-to-peer AI agent communication), SecretProxy (egress proxy and credential injection for AI agents), UltraNow (task-scoped, time-limited license provisioning), and OVRPay (payment routing for AI agents).
Is ovrlab a public or private company?
ovrlab is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was ovrlab founded?
ovrlab was founded in 2023. It employs 1 to 10 people.
Where is ovrlab based?
ovrlab is headquartered in Netherlands, Netherlands, in the Europe region.
How does ovrlab make money?
Three revenue lines are on record. Sanad Model Usage (Persistent Balance) is the primary driver. The others are ultraNow Team License Service and OVRPay Agent Payment Routing.
Who are ovrlab's main competitors?
Direct peers on record are Hugging Face, Replicate, Together AI, Modal Labs, Cursor (Anysphere) and LangChain. Broad incumbents are Cloudflare and Stripe (with Agent Toolkit). Emerging players are Fixpoint AI and Letta.
Does ovrlab have an API?
Yes. Sanad provides a dedicated AI service/coding API that accepts messages from clients, translates them into inference requests, and returns answers in the format clients expect. Streaming responses are supported. The API includes a model-list endpoint, request validation, and conversion between supported message formats. Both completed and streamed responses pass through the same public model identity. Additionally, Sanad offers a PDF extraction API (beta) that accepts PDF uploads and returns extracted text with page selection, language hints, and explicit processing limits. Developer documentation is at sanad.dev/blog/sanad-0.1.
What industry is ovrlab in?
ovrlab's product category is AI Agent Infrastructure. Its primary akta.pro industry code is HDAEANAJ, AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs), with a secondary code of HDAAACAB, Model Hosting, Serving & Inference Platforms. Its NAICS code is 5132 and its SIC code is 7370.