List of FiftyOne Customers
Ann Arbor, 48104, MI,
United States
Since 2010, our global team of researchers has been studying FiftyOne customers around the world, aggregating massive amounts of data points that form the basis of our forecast assumptions and perhaps the rise and fall of certain vendors and their products on a quarterly basis.
Each quarter our research team identifies companies that have purchased FiftyOne for AI infrastructure from public (Press Releases, Customer References, Testimonials, Case Studies and Success Stories) and proprietary sources, including the customer size, industry, location, implementation status, partner involvement, LOB Key Stakeholders and related IT decision-makers contact details.
Companies using FiftyOne for AI infrastructure include: Vivint, a United States based Professional Services organisation with 11000 employees and revenues of $1.53 billion, Protex AI, a United States based Professional Services organisation with 50 employees and revenues of $5.0 million, Forsight, a United States based Construction and Real Estate organisation with 25 employees and revenues of $1.0 million and many others.
Contact us if you need a completed and verified list of companies using FiftyOne, including the breakdown by industry (21 Verticals), Geography (Region, Country, State, City), Company Size (Revenue, Employees, Asset) and related IT Decision Makers, Key Stakeholders, business and technology executives responsible for the software purchases.
The FiftyOne customer wins are being incorporated in our Enterprise Applications Buyer Insight and Technographics Customer Database which has over 100 data fields that detail company usage of software systems and their digital transformation initiatives. Apps Run The World wants to become your No. 1 technographic data source!
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| Logo | Customer | Industry | Empl. | Revenue | Country | Vendor | Application | Category | When | SI | Insight |
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Forsight | Construction and Real Estate | 25 | $1M | United States | Voxel51 | FiftyOne | AI infrastructure | 2025 | n/a |
In 2025, Forsight implemented FiftyOne Teams as a centralized dataset management system for safety & security computer vision workflows in the United States. The deployment serves as AI infrastructure for Forsight's visual data pipeline, ingesting and managing approximately 1.5 TB of visual data daily across edge capture and cloud storage.
FiftyOne Teams was configured to support dataset curation, annotation quality assurance, and model analysis, with dataset versioning, metadata tagging, and interactive visual inspection used to standardize QA workflows. Functional capabilities implemented include centralized dataset management, annotation QA workflows, and model evaluation dashboards integrated into the training lifecycle.
The implementation integrates with AWS, CVAT, PyTorch, and ClearML to orchestrate annotation handoffs, automated QA checks, and model training analysis across edge and cloud training pipelines. These integrations are used to stage and serve data on AWS, coordinate annotation exchange with CVAT, capture training artifacts and experiment metadata with ClearML, and run model analysis on PyTorch artifacts.
Operational scope covers Forsight's safety and security engineering and data science functions within the United States, aligning dataset stewardship and annotation QA with model development and edge deployment workflows. Governance and process changes included centralizing access controls and standardizing QA review processes inside FiftyOne Teams to improve cross functional visibility between edge operators and engineers. Forsight reports the deployment handles roughly 1.5 TB daily and saves roughly half an engineer's time on dataset and annotation tasks.
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Protex AI | Professional Services | 50 | $5M | United States | Voxel51 | FiftyOne | AI infrastructure | 2025 | n/a |
In 2025 Protex AI deployed FiftyOne as a core AI infrastructure component to validate annotations and manage dataset selection for EHS and workplace safety computer vision projects. Protex AI implemented FiftyOne to centralize dataset curation and annotation validation workflows, aligning the application with the companys model engineering and safety analytics functions.
The FiftyOne implementation focuses on annotation validation, intelligent subsampling and dataset balancing, and visualization and debugging of model predictions. FiftyOne is configured to drive sampling strategies and class balancing for object detection, classification, and pose estimation workflows, and it is used to inspect model outputs and failure modes during iterative labeling cycles.
Integrations are implemented by plugging FiftyOne into existing CCTV infrastructure to ingest video and image streams for annotation and model evaluation, supporting object detection, classification, and pose estimation pipelines. The deployment supports EHS and workplace safety use cases across the United States and is integrated into Protex AIs data pipeline to feed curated datasets into training and validation systems.
Operational governance centers on dataset curation and annotation workflows, with data engineers and annotation teams using FiftyOne for quality control and sampling decisions. The adoption of FiftyOne has helped accelerate dataset curation and contributed to model accuracy improvements for Protex AIs safety-focused computer vision models.
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Vivint | Professional Services | 11000 | $1.5B | United States | Voxel51 | FiftyOne | AI infrastructure | 2025 | n/a |
In 2025 Vivint implemented FiftyOne as its central visual data hub for smart-home security machine learning, deploying FiftyOne within its AI infrastructure in the United States. The implementation consolidated approximately 2 TB of camera data to surface complex model behaviors, reduce false positives, and improve stakeholder collaboration.
FiftyOne was configured for dataset curation, annotation QA, model evaluation, and feature prototyping, with workflows tuned to support visual inspection, label quality review, and evaluation-driven iteration. The deployment emphasized curated dataset views and evaluation artifacts to accelerate identification of edge cases and to clarify model diagnostics.
Operational coverage spanned Vivint’s large scale camera deployments, with usage concentrated in data science, ML engineering, and product teams that manage model development and edge deployments. FiftyOne served as a shared visual repository enabling cross functional collaboration on annotation issues, model test cases, and prototype feature signals.
Governance centered on annotation QA pipelines and structured review cycles that institutionalized label audits and model behavior review sessions. Outcomes included faster edge case discovery and clearer model diagnostics, and the platform was explicitly used to reduce false positives while improving collaboration among stakeholders.
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