Better AI starts with the right people
We source, vet and manage skilled people for AI training, evaluation and data production — from specialized experts to large-scale distributed teams.
People, expertise and execution for AI.
Manevision helps AI companies scale human-powered workflows by sourcing, organizing and managing the right contributors for each project.
More than two years of large-scale data production have given us the operational foundation to coordinate distributed teams, maintain consistent quality standards and execute complex projects across different disciplines.
What we take off your hands
Sourcing & Screening
Contributors and specialists found through our network and additional recruitment, then screened against the skills, experience and location each project requires.
Onboarding & Guidelines
Your requirements turned into instructions and onboarding a new contributor can follow from day one, so a team of hundreds works to one standard.
Task Coordination
Task distribution, scheduling, contributor support and progress monitoring — the coordination that would otherwise eat your team's weeks.
Quality Assurance & Rework
Every output reviewed, corrected and validated against your acceptance criteria, so problems are caught here, not after delivery.
Data & Content Production
Data collection, editing, 2D/3D and AI-assisted production — the specialist work behind every project in our portfolio.
Structured Delivery
An organized handoff in the agreed format, with rights and consent documentation where it applies — or a team that stays on for ongoing work.
Disciplines our teams have delivered in
- Video
- Image capture
- Reshooting
- 2D/3D
- Editing
- AI generation
- and more
Today, we bring that expertise to a broader range of AI training, evaluation and workforce needs.
Whether a project requires specialized expertise, hundreds of contributors, or a fully managed production workflow, we help turn requirements into coordinated execution.
Our mission is to connect AI innovation with the human expertise required to make it possible.
We are the human workforce behind AI.
Let's build the future of AI together.
Different needs, one managed workforce.
From one specialized expert to hundreds of coordinated contributors, we build teams around your project requirements.
Point at a service — where we have delivered work like it, the folder pulls it.
Figures are facts, not forecasts: the size of our network today, or our largest single project in that line of work.
- AI Talent SourcingWe identify, recruit and screen contributors and domain specialists according to the skills, experience, location and requirements of each AI project.2,000+in our network
- AI Training & EvaluationHuman-powered workflows for training, evaluating and improving AI systems, including expert review, response evaluation, feedback collection and specialized annotation tasks.
- Data Collection & AnnotationCustom data collection, labeling and validation across image, video, audio, text and other formats, organized to meet project-specific requirements.40,000clips on one project
- Robotics & Real-World AIRecruitment and management of contributors for real-world AI projects: egocentric video, task demonstrations, human activity data and other physical-world collection.
- Managed AI WorkforceEnd-to-end workforce operations, including contributor sourcing, onboarding, task coordination, progress monitoring, quality assurance and project delivery.300+contributors on one project
A growing network of human expertise.
Behind our projects is a growing network of more than 2,000 active contributors. Our platform helps connect people with project opportunities and supports the organization of distributed teams across different skills, locations and task types.
From content creators and designers to project-specific contributors and specialized professionals, our approach is built around finding the right people for the right work.
Go to the platformThe right people. One managed process.
You define the challenge. We manage the people and execution behind it.
Define
We work with you to understand the project objectives, required skills, team size, workflows, quality standards and delivery timeline.
Source & Vet
We identify suitable contributors through our existing network and additional recruitment, then screen them against the project's requirements.
Onboard & Manage
We organize onboarding, distribute tasks, coordinate contributors and monitor progress throughout execution.
Quality & Delivery
We review outputs against agreed requirements, resolve quality gaps and coordinate final delivery or ongoing team support.
The work in this archive was delivered by teams we assembled and managed.
Tell us about your AI project.
Need specialized talent, a distributed contributor team or a fully managed AI workflow? Share your requirements and we'll help define the right approach. We reply within one working day.
or call +1 (702) 443-0623