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Moog, an UKG AutoTime customer evaluated Workday Time and Attendance

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Michelin, an e2open customer evaluated Oracle Transportation Management

Wayfair, a Korber HighJump WMS customer just evaluated Manhattan WMS

Swedbank, a Temenos T24 customer evaluated Oracle Flexcube

Cantor Fitzgerald, a Kyriba Treasury customer evaluated GTreasury

Citigroup, a VestmarkONE customer evaluated BlackRock Aladdin Wealth

Moog, an UKG AutoTime customer evaluated Workday Time and Attendance

Westpac NZ, an Infosys Finacle customer evaluated nCino Bank OS

Michelin, an e2open customer evaluated Oracle Transportation Management

Voxel Data, Technology Stack, and Enterprise Applications
HCM
Vendor
Previous System
Application
Category
Market
VAR/SI
When
Live
Insight
Employ Legacy Lever by Employ Applicant Tracking System HCM n/a 2021 2021
AI Development
Vendor
Previous System
Application
Category
Market
VAR/SI
When
Live
Insight
Lightly Legacy LightlyTrain AI Frameworks and Libraries AI Development n/a 2024 2024
In 2024, Voxel implemented LightlyTrain to accelerate development of its computer vision workplace safety models in the United States. The deployment used LightlyTrain within the AI Frameworks and Libraries category to embed self supervised pretraining and data curation into Voxel's model development lifecycle. Implementation centered on Lightly's self supervised pretraining and data curation capabilities, with explicit use of LightlyTrain for model distillation workflows referenced in the case study. Voxel executed a six month image selection program that produced a 50 million image training corpus, and configured LightlyTrain to support pretraining, selective sampling, and downstream fine tuning of safety detection models. Architecturally the work incorporated LightlyTrain into Voxel's training and distillation pipelines, enabling batch selection and automated curation steps ahead of supervised training. Operational coverage focused on data science and machine learning engineering functions supporting workplace safety use cases across Voxel's U.S. operations, with the application operating as a framework component rather than a standalone end user product. Governance and process changes concentrated on dataset curation workflows and model distillation governance, with data science teams formalizing sampling rules and validation checkpoints to control labeling scope. Rollout emphasized iterative training cycles using the LightlyTrain framework, aligning curation outputs to model retraining schedules and onboarding processes. Outcomes reported in the case study include selection of 50 million images over six months, a reduction in retraining time of approximately 50 percent, doubling of customer onboarding speed, and an improvement in model accuracy of about 10 percent, all tied to use of LightlyTrain and the self supervised framework.
Generative AI Platforms AI Development 2026 2026
AI-Powered Application
Vendor
Previous System
Application
Category
Market
VAR/SI
When
Live
Insight
HubSpot Legacy Hubspot Live Chat Chatbots and Conversational AI AI-Powered Application n/a 2022 2022
Chatbots and Conversational AI AI-Powered Application 2022 2022
Chatbots and Conversational AI AI-Powered Application 2023 2023
Collaboration
Vendor
Previous System
Application
Category
Market
VAR/SI
When
Live
Insight
Collaboration Collaboration 2016 2016
Collaboration Collaboration 2021 2021
Collaboration Collaboration 2022 2022
Content Management
Vendor
Previous System
Application
Category
Market
VAR/SI
When
Live
Insight
Content Management Content Management 2023 2023
Digital Asset Management Content Management 2024 2024
Video Editing Content Management 2023 2023
Web Content Management Content Management 2021 2021
Web Content Management Content Management 2022 2022
CRM
Vendor
Previous System
Application
Category
Market
VAR/SI
When
Live
Insight
Account Based Marketing CRM 2023 2023
Account Based Marketing CRM 2025 2025
Digital Advertising Platform CRM 2022 2022
Marketing Analytics CRM 2022 2022
Marketing Automation CRM 2021 2021
Marketing Automation CRM 2022 2022
Marketing Automation CRM 2022 2022
Marketing Automation CRM 2022 2022
Tag Management CRM 2021 2021
ITSM
Vendor
Previous System
Application
Category
Market
VAR/SI
When
Live
Insight
Application Performance Management ITSM 2023 2023
TRM
Vendor
Previous System
Application
Category
Market
VAR/SI
When
Live
Insight
Governance, Risk and Compliance TRM 2024 2024
Governance, Risk and Compliance TRM 2024 2024
PaaS
Vendor
Previous System
Application
Category
Market
VAR/SI
When
Live
Insight
Apps Development PaaS 2020 2020
Apps Development PaaS 2024 2024
Transactional Email PaaS 2022 2022
Transactional Email PaaS 2022 2022
IaaS
Vendor
Previous System
Application
Category
Market
VAR/SI
When
Live
Insight
Application Hosting and Computing Services IaaS 2018 2018
Application Hosting and Computing Services IaaS 2023 2023
Application Hosting and Computing Services IaaS 2021 2021
Content Delivery Network IaaS 2022 2022
Content Delivery Network IaaS 2021 2021
Content Delivery Network IaaS 2022 2022
Content Delivery Network IaaS 2022 2022
Content Delivery Network IaaS 2022 2022
Content Delivery Network IaaS 2022 2022
Domain Name System (DNS) IaaS 2016 2016
Domain Name System (DNS) IaaS 2022 2022
Domain Name System (DNS) IaaS 2024 2024
Network Management and Monitoring IaaS 2022 2022
CyberSecurity
Vendor
Previous System
Application
Category
Market
VAR/SI
When
Live
Insight
Application Security (AppSec) CyberSecurity 2022 2022
Identity and Access Management (IAM) CyberSecurity 2024 2024
Secure Sockets Layer (SSL) CyberSecurity 2022 2022
IT Decision Makers and Key Stakeholders at Voxel
First Name Last Name Title Function Department Email Phone
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Apps Being Evaluated by Voxel Executives
Date Company Status Vendor Product Category Market
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FAQ - APPS RUN THE WORLD Voxel Technographics

Voxel is a Professional Services organization based in United States, with around 90 employees and annual revenues of $28.0 million.

Voxel operates a diverse technology stack with applications such as Lever by Employ, LightlyTrain and Hubspot Live Chat, covering areas like Applicant Tracking System, AI Frameworks and Libraries and Chatbots and Conversational AI.

Voxel has invested in cloud applications and AI-driven platforms to optimize efficiency and growth, collaborating with vendors such as Employ, Lightly and HubSpot.

Voxel recently adopted applications including OpenAI GPT-4 in 2026, 6sense Account Engagement Platform in 2025 and LightlyTrain in 2024, highlighting its ongoing modernization strategy.

APPS RUN THE WORLD maintains an up-to-date database of Voxel’s key decision makers and IT executives, available to Premium subscribers.

Our research team continuously updates Voxel’s profile with verified software purchases, vendor relationships, and digital initiatives identified from public and proprietary sources.

Subscribe to APPS RUN THE WORLD to access the complete Voxel technographics profile, including detailed breakdowns by category, vendor, and IT decision makers.