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Human intelligence layer for smarter AI

Knowledge Experts by OpsArmy delivers elite human-in-the-loop to train, fine-tune, and validate AI models across industries. Go beyond data labeling to deep domain expertise.

Proven domain expertise across industries

Human intelligence for Gen AI

Data is the core bottleneck in AI development, whether you’re training proprietary models or adapting foundation models to real-world use. The complexity of today’s AI systems demands more than simple annotations; it requires structured, expert-driven input.

Train your AI with deep domain expertise

With LLMs and autonomous agents growing more complex, traditional data labeling falls short. OpsArmy provides knowledge experts with deep domain education and understanding of context, nuance, and judgment to power AI systems.

OpsArmy Processing Data

OpsArmy is your unfair advantage

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How do I start?

No complex onboarding. Get started in a few days.

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Sign up

Complete our brief signup form, then join us for an introductory call to understand your use case and expertise needs.

Set up

We assemble a dedicated team of knowledge experts tailored to your domain, tools, and workflow. You review and approve before we begin.

Team up

Start your workflow within days. Our continuous QA and process optimization ensure speed, accuracy, and performance from day one.

Proven case studies

Certified accountants to parse deep contextual information from financial contracts

Procurement managers to review and organize complex order forms 

Technical recruiters to review and screen applicants

Train your models with diverse experts

Use OpsArmy to provide the expertise your models need at every stage of development.

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