Managed Service

Done-for-You AI
Training Teams in
Your Tools

We recruit, train, and manage AI Trainers and Data Labelers inside your tools. Full program management or targeted support for recruiting, onboarding, or QA. 100,000+ domain experts across 70+ languages.

EXCELLENT RATING
AI Training Dashboard

We handle the people and operations. You keep control of your tools and data.

Global Scale

100,000+ vetted experts. 70+ languages. Ramp to any size on your timeline.

Domain Experts

PhDs, engineers, clinicians, lawyers, creatives. Matched to your specific domain.

Customized Process

Full program management or just the pieces you need: recruiting, training, or QA.

Global Network Globe

Experts

60,000+

Domains

100+

Languages

70+

Talent Network

The #1 Network for
AI Training Data Talent

Domain experts for any workflow. Code, medical, legal, finance, safety, and creative specialists across 70+ languages, matched to your project.

Depth by Domain

Engineers, doctors, lawyers, policy experts, and creatives matched to your project.

Global Coverage

Native speakers with cultural context across every major region and dialect.

Network of

100k+

pre-vetted experts available

Expert Vetting

Screened & Tested for Your Specific Project

We work with you to understand your talent needs, then recruit, screen, and qualify candidates to match. Only approved experts enter production.

Custom Screening Plan

We define role requirements, skill tests, and pass criteria specific to your project. No generic applicant pools.

Verified & Tested

Every candidate is credential-checked and completes realistic task tests. We eliminate risk before work begins.

Every candidate is

100% Vetted

before they enter your production tools

Screening Process
Custom Candidate Screening
Resume Screening & AI Interview95%
Human Validation & QA Testing68%
Qualified for Production100%
Tool Agnostic

Integrated into
Any AI Data Tooling

Commercial platforms, open-source tools, or your custom internal system. We staff and manage the team directly inside whatever you use.

Talent in Your Tools

We work in your labeling platform, chat harness, or internal system. No migration needed.

Complete Control

You own the platform and the data. No "black box" steps or proprietary vendor lock-in.

Solutions

Find Talent For Any AI Data Need

LLM & Agents

Find vetted domain experts to train and evaluate your LLMs, driving higher quality and more reliable model behaviors.

View All LLM & Agent Solutions

Structured Data Labeling

Hire experienced annotators to deliver precise, consistent labels at scale across vision, text, audio, and 3D.

View All Data Labeling Solutions
Benefits

Why Top AI Teams Choose Reinforced

Premium Tech Render

Elite Talent Quality

Vetted domain experts, not generic crowd workers. Consistent teams you can trust for the long term.

Use Your Tools

Work in your preferred data labeling stack. No migrations, no lock-in, no overhead.

Transparent Cost-Plus

You see exactly what talent earns and what our management fee is. Zero hidden markups.

Tailored Programs

Recruiting, training, and QA clustered around your specific domains and goals.

FAQ

Frequently Asked Questions

Short answers to the top questions about our Managed Service.

Do we have to switch tools or platforms?
No. Our teams are trained to work directly inside your existing tools, whether they are commercial platforms, open-source, or custom internal systems.
How do you ensure quality for my project?
We build custom screening plans, conduct skill-specific tests, and implement multi-stage human validation and QA loops tailored to your project goals.
How fast can you start and scale?
We can typically have a core team recruited and vetted within 2 weeks. Scaling happens on your timeline as we maintain a warm pipeline of thousands of pre-screened experts.
What does pricing look like?
We use a transparent 'cost-plus' model. You see exactly what the talent is being paid, and we charge a flat management fee for recruitment, operations, and QA.
How do you handle security and data protection?
We follow industry-leading security practices, including NDAs, clean-room environments if needed, and SOC 2 compliant workflows for high-sensitivity data.
What types of projects do you support?
We support everything from LLM evaluation and red-teaming to high-precision image segmentation, medical imaging, and code generation review.
Ready to scale?

Your Tools. Our Experts.
Better Models.

Scale your AI data operations with the #1 network for AI data talent, working in your tools. Get a custom quote today.

FAQ

Working with us

How soon can partnerships work start?

Typically within a week or two of a scope being agreed. The first delivery is deliberately a small batch so you can check the output against your expectations before volume ramps.

What do you need from our team?

One process owner who knows the workflow, one engineer with access to the systems involved, and a weekly 45-minute review. No standing committee, and no requirement for an ML specialist on your side.

Who owns the output and the data?

You do. Datasets, labels, weights, evaluation suites and runbooks are yours and are handed over at the end. Your data trains your models only, with zero-retention provider settings by default.

Can you scale volume up quickly if we need it?

Yes, and the quality bar holds because the rubric and gold set are already agreed by that point. Ramping is a staffing question, not a re-scoping one, so it usually takes days rather than a new engagement.

We already have a vendor for this. Why switch?

Often you should not. The cases where teams move to us are when they cannot get a quality number out of their current vendor, or when the work is delivered as an opaque batch with no trace of how disagreements were resolved.

What happens after the engagement ends?

We stay on-call for 30 days at no extra cost, then move to an optional support retainer. Most teams also keep a quarterly evaluation review with us to catch drift early.

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