The Future of Frontier AI Starts with Human Data

We combine the most active network of human experts with scalable data operations to deliver accurate, reliable data for your AI needs.

get in touch

Human Data. Managed For AI

Careerflow provides fully managed human-data services for AI labs. We deliver high-quality labeling, annotation, and data-preparation workflows, designed to scale efficiently while ensuring transparency, precision, speed, and reliability for every AI project.

Precision Data At Scale

Human Precision. Scalable Infrastructure. Proven Results.

Expert Workforce

Access 1M+ skilled experts across domains

Enterprise QC

Multi-layer validation, bias check, project track

Flexible Models

Launch fast with pilot or scale pipelines.

KNOW MORE

Our Human Data Process

Trusted end-to-end workflows that elevate your AI data

Scoping Data Needs, Modalities & Edge Cases

Expert sourcing, vetting, and training

Human-powered data production

Multi-layered review & model-ready data

Instruction-Tuned Labeling

Instruction-Tuned Labeling for LLMs

Real experts label data within their domains to add the context and accuracy that automated systems can’t achieve.

Get in Touch

Structured Learning

RLHF and DPO Pipelines

We create structured data for supervised and preference learning: boxes, segmentation, classification.

Get in Touch

Red-Team & Evaluate LLMs

Red-Teaming and Quality Testing

Our teams stress-test datasets through sentiment, entity, and OCR analysis to surface weaknesses before models reach production.

Get in Touch

Smarter Pipelines

VLM and LLM Pipelines

From captioning to multimodal evaluation, we build human-in-the-loop layers for smarter AI.

Get in Touch

Ethics & Security

Human Precision. Scalable Infrastructure. Proven Results.

Privacy and Compliance at Every Step

All workflows at Careerflow are fully compliant, bias-audited, and anonymized. We adhere to enterprise-grade security standards to safeguard client data, ensure privacy, and promote responsible AI development, giving organizations trust and confidence in every project.

Trusted by AI Labs Worldwide