How AI teams across foundation labs, enterprise, autonomy, and healthcare actually use Deaimer — numbers, tradeoffs, and lessons learned, in their own words.
Faced with a looming safety release, this frontier AI lab needed to scale their RLHF program 5x without compromising rater calibration. Here's how Deaimer's managed operation delivered — and what it meant for the final safety evaluation.
Read the case study →From 200 raters to 1,000 in six weeks without degrading agreement rates. Inside the calibration discipline that made it possible.
How a leading law firm partnered with Deaimer to produce 40,000 attorney-authored training pairs — and shipped in 14 weeks.
An AV company's perception team reaches commercial deployment with a multi-year partnership on LiDAR and camera annotation.
How a medical imaging AI startup built a 510(k)-ready dataset with multi-reader adjudication across 8 anatomical regions.
A B2B SaaS company's customer-facing RAG went from pilot failure to production success with relevance data done right.
How a state-level 311 deployment extended AI-powered citizen services across every language the jurisdiction serves.
Building a contamination-free benchmark suite for a foundation model lab's monthly capability releases.
A Fortune 500 retailer's internal assistant adapts to 12 languages and 6 business units — one annotation program.
A logistics automation startup reaches commercial grade on manipulation tasks through iterative label improvement.
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