What WITBE does

WITBE (legal name: Witbe SA) is a French public technology company founded in 2000 and listed on Euronext Growth Paris (ticker: ALWIT, ISIN: FR0013143872) that provides AI-native infrastructure for testing and monitoring video streaming services on real consumer devices. The company serves video service providers across five primary verticals — broadcasters and media networks, cable and satellite operators, OTT streaming platforms, mobile network operators, and Smart TV device manufacturers — helping them validate the actual end-user quality of experience (QoE) across fragmented device ecosystems (Smart TVs, set-top boxes, mobile devices, browsers, streaming sticks). Named enterprise customers include Comcast, Verizon, Peacock (NBCUniversal), Cox, Bouygues Telecom, A+E Global Media, MSCTV, Paul Bunyan Communications, and TAG Video Systems.

The platform is built on four technology layers: (1) the Witbox family of hardware robots (WitboxOne for single-device testing, Witbox+ for up to 4 simultaneous devices, WitboxNet for web/browser testing, plus specialized Video Mobile Automation and Smart TV Automation units) that replicate human behavior on real physical consumer devices; (2) the Remote Eye Controller (REC) / Virtual NOC, a browser-based interface for remote device control, multi-device mosaic viewing, and real-time alerting; (3) the Smartgate observability platform consolidating KPIs, video recordings, and analytics into dashboards; and (4) the Agentic AI ecosystem (Designer, Runner, and Analyst agents) plus the Agentic SDK for autonomous goal-based testing. Proprietary algorithms include VQ-MOS (objective video quality scoring) and VQ-ID (real-time incident detection). The platform also supports the DAB (Device Automation Bus) open protocol co-developed by Amazon, Google, and Netflix.

WITBE generates revenue through a mix of subscription-based software platform licensing (Smartgate, REC, Agentic AI), token-based licensing for automation capacity, hardware sales of Witbox robots, and professional services for commissioning. Distribution is direct enterprise field sales, anchored by a 'Book a demo' CTA and supported by a global datacenter and field-device network spanning 120+ countries with 20,000+ real devices monitored. The company is headquartered in Nanterre, France, with additional presence in New York and operates with 101-250 employees.

Name

WITBE

Legal name

Witbe SA

Website

https://witbe.net

Company type

Public

Founded year

2000

Operating status

Operating

Headcount range

101–250 employees

Short description

Witbe provides AI-native testing and monitoring infrastructure for video streaming services, combining hardware robots (Witbox) with an Agentic AI platform and Smartgate observability to validate viewer experience on real consumer devices for broadcasters, cable/OTT operators, mobile carriers, and Smart TV manufacturers.

Ownership category

akta.pro rank

Product category

Video Testing and Monitoring Software

NAICS

Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182), Computer Systems Design and Related Services (54151)

SIC

Services-Testing Laboratories (8734), Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

Digital Experience Monitoring & Management (DEX/DEM, AIOps for EUC) (BPAEAIAF)

Keywords

• Video quality monitoring
• Real device testing
• QA test automation
• Video streaming analytics
• QoE monitoring

Headquarters

HQ city

New York

HQ country

United States

HQ region

North America

Offices3 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Operations, Marketing or Sales, Infrastructure

Revenue model

1. Software Platform Licensing (SaaS/Subscription): Witbe generates recurring revenue through software platform licensing, likely structured as subscription-based contracts for access to the Smartgate observability platform, REC/Virtual NOC, and Agentic AI tools. The company is listed on Euronext Growth (FR0013143872 – ALWIT), indicating public market access.
2. Token-Based Licensing: Flexible token-based licensing model where tokens represent available automation capacity for testing sessions, allowing customers to scale testing coverage without adding hardware.
3. Hardware Sales (Witbox Robots): Sale of Witbox hardware robots (WitboxOne, Witbox+, WitboxNet, Video Mobile Automation units, Smart TV screeners) which serve as the physical testing infrastructure. Hardware is pre-configured, compact, and designed for rapid deployment in labs, datacenters, or offices.
4. Professional Services & Commissioning: Witbe Agentic AI commissioning provides quick-start setup deploying goal-oriented testing on customers' own devices. Likely includes implementation, training, and ongoing support services.

Go-to-market motion2 records

Distribution channels2 records

Marketing channels6 records

Core offering

Witbe provides an AI-native infrastructure for video streaming testing and monitoring, combining hardware robots (Witbox family) that test video services on real consumer devices, a web-based Virtual NOC (Remote Eye Controller) for remote device access, the Smartgate observability platform for centralized KPIs and analytics, and an Agentic AI ecosystem (Designer, Runner, Analyst agents) for autonomous goal-based testing. The platform replicates actual viewer behavior across Smart TVs, set-top boxes, mobile devices, browsers, and streaming platforms.

Product overview

Witbe is an AI-native video streaming testing and monitoring platform with a modular architecture. The core platform consists of Witbox hardware robots (WitboxOne, Witbox+, WitboxNet) that perform real-device testing, the Smartgate observability platform for data consolidation and analytics, and the Remote Eye Controller (REC) virtual NOC for remote device access and control. The platform is enhanced by Agentic AI capabilities including the Designer, Runner, and Analyst agents for autonomous goal-based testing, and the Agentic SDK for hybrid AI and deterministic automation. Specialized modules include Video Mobile Automation (VMA) for mobile device testing and Smart TV Automation for connected TV testing. The platform supports testing across 20,000+ real devices in 120+ countries with deployments tracking 50,000+ channels.

Differentiator

Problem solved

Functional benefit

Brands

• Witbox: Hardware robot that performs real-world testing on consumer devices
• Smartgate
• Remote Eye Controller (REC)
• Virtual NOC
• Agentic AI
• Agentic SDK

Products and services

• Witbox Hardware robot family that performs real-world testing on consumer devices, replicating human behavior to test video services exactly as a viewer would experience them. Available as WitboxOne (single device), Witbox+ (up to 4 devices), and WitboxNet (web/desktop apps). Targets video service providers and QA teams.
• Smartgate Centralized observability platform that collects, correlates, and visualizes monitoring KPIs from test results, video recordings, and performance analytics into intuitive dashboards. Supports filtering by device, channel, platform, and region for video service providers.
• Remote Eye Controller (REC) Web-accessible Virtual Network Operations Center enabling remote device control, live mosaic views of multiple streams, automated scenario launching, and real-time KPI alerts. Enables distributed teams to remotely monitor and test video services from any web browser.
• Witbe Agentic AI AI-powered testing platform with autonomous agents (Designer, Runner, Analyst) enabling goal-based testing without script writing. Adapts dynamically to UI changes and content variations through self-healing automation for video service providers.
• Agentic SDK Hybrid automation framework combining deterministic testing with agentic AI on real devices for video QA, validation, and monitoring. Python-based AI-native SDK enabling teams to build, operate, and scale agentic automation across video workflows.
• Video Mobile Automation (VMA) Hardware solution for testing and monitoring real Android and iOS smartphones under real network conditions. Compact, rackable, and fully pre-assembled unit supporting two smartphones simultaneously with adjustable mounts and 24/7 operation capability.
• Smart TV Automation Automated testing solution for validating video apps on Smart TVs including Samsung Tizen, LG webOS, Android TV, Fire TV, and Roku. Full functional and visual testing on real hardware with pixel-perfect reproducible validation, supporting 43-65 inch screens.

Quantifiable outcome

• 200,000+ errors detected across monitored services
• +4 more outcomes

Named customers9 records

Segments6 records

Ideal customer profiles6 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration2 records

AI capability9 records

Feature8 records

Partnerships

Six partnerships are on record, tiered core, core / flagship and notable.

• Amazon (Fire TV)coreTechnology or Integration · 15 April 2025Amazon co-developed the DAB (Device Automation Bus) open protocol and is a strategic partner for Witbe's Fire TV testing and monitoring capabilities. Witbe has demonstrated DAB protocol support on Fire TV devices and is extending DAB support to legacy Fire TV hardware via the protocol's bridge feature.
• Google (YouTube)coreTechnology or Integration · 15 April 2025Google (YouTube) co-developed the DAB protocol and is a strategic platform partner. Witbe demonstrated DAB integration at the YouTube Device Partner Summit 2025 in Tokyo, being the first company to publicly demonstrate DAB in a real-world QA environment. Witbe supports Android TV and YouTube device testing across its platform.
• NetflixcoreTechnology or Integration · 15 April 2025Netflix co-developed the DAB protocol alongside Amazon and Google. Witbe integrates DAB for testing Netflix and other streaming apps across real devices, enabling standardized remote control and telemetry across supported platforms.
• TAG Video Systemscore / flagshipTechnology or Integration · 11 February 2025Strategic partnership announced February 11, 2025, combining TAG's Realtime Media Platform (network-level QoS monitoring with Content Matching technology) with Witbe's Virtual NOC and real-device QoE monitoring. The joint solution delivers true end-to-end video monitoring from source to viewer screen, covering latency measurement, content integrity verification, and playback performance validation on real consumer devices. The partnership was validated during Super Bowl LIX 2025, where the combined solution provided unprecedented visibility into streaming performance across multiple platforms.
• MSCTVnotableStrategic or Co-development PartnerMitchell Seaforth Cable TV (MSCTV) deployed Witbe's Virtual NOC (Remote Eye Controller) and Witbox+ to monitor Pay-TV services on real set-top boxes in field conditions. Witbe provides MSCTV with eyes and ears on their video service quality across all subscriber devices.
• DAB Consortium (getdab.org)coreTechnology or IntegrationWitbe is a founding ecosystem participant in the DAB (Device Automation Bus) open-source protocol initiative alongside Amazon, Google, and Netflix. Witbe's integration makes any connected device DAB-accessible and extends DAB support to non-DAB legacy devices (Android TV, Roku, Fire TV) via the protocol's bridge feature.

Scale indicators5 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Telestream: Telestream provides video infrastructure, transcoding, and quality-monitoring tools used by broadcasters, OTT platforms, and post-production houses. It is one of the closest direct competitors to Witbe in the video quality monitoring and workflow assurance space, targeting a similar enterprise customer base.
• Interra Systems: Interra Systems offers video quality assurance, encoding analysis, and monitoring solutions for OTT, broadcast, and streaming workflows. Its BATON platform competes directly with Witbe's Smartgate/Witbox stack for QA automation and content monitoring on real devices.
• Bridge Technologies: Bridge Technologies builds IP-based broadcast and OTT monitoring probes used by operators to detect QoS/QoE issues across networks and devices. It targets the same video service provider market as Witbe, with overlapping real-time monitoring use cases.
• Agama Technologies: Agama Technologies provides video service quality monitoring and analytics for IPTV, OTT, and cable operators, with a strong focus on real-time QoE and subscriber-experience monitoring. It is a directly comparable specialist vendor to Witbe.
• Skyline Communications: Skyline Communications (DataMiner platform) delivers end-to-end monitoring and orchestration for broadcast, satellite, and telecom video operations. It overlaps with Witbe's NOC-style monitoring value proposition across operator customers.
• TAG Video Systems: TAG Video Systems provides 100% software-based IP monitoring and multiviewer solutions with deep QoS analytics. TAG is both a Witbe partner and a competing vendor for video monitoring, addressing the same broadcaster/operator customer base.

Emerging players

• Net Insight: Net Insight offers media networking and contribution solutions for live broadcast and streaming. While more focused on transport, its monitoring-adjacent capabilities and operator customer base make it a partial peer for Witbe's video service monitoring use cases.
• Mux: Mux provides video infrastructure and observability APIs for developers building streaming products, including real-time QoE analytics. It is an emerging player that overlaps with Witbe on streaming QoE monitoring, though it is more developer/API-oriented than device-robot-based.

Broad incumbents

• Rohde & Schwarz: Rohde & Schwarz is a major test and measurement incumbent with broad broadcast and video monitoring products used by operators and regulators. As a much larger, diversified T&M vendor, it competes with Witbe at the high end of video quality assurance but is not specialized in agentic/real-device QA.
• Tektronix: Tektronix (a Fortive company) provides waveform, video, and broadcast test & measurement instruments used across the video ecosystem. It is a broader incumbent whose video monitoring portfolio intersects with parts of Witbe's offering, particularly for engineering and lab customers.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks7 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/witbe
• Xx.com/witbe

Revenue estimate

Valuation estimate

Number of profiles

Profiles5 records

Funding overview

Funding rounds1 record

Investors1 record

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about WITBE