We publish our labor practices, compliance posture, and ethical commitments because we believe the AI industry's data standards need raising — not hiding. These are the promises we hold ourselves to, audited annually.
These aren't values on a website. They're structural commitments we've built our operation around — and the reason we publish our annual audit.
Regional pay floors set above local living-wage benchmarks, verified by independent NGOs. No commission markups on contributor pay. Our margin is in the platform and management — not wage arbitrage.
Projects planned weeks in advance. We don't run all-night surge shifts to meet client deadlines. If a project can't land on a sustainable schedule, we won't take it.
For work involving graphic content: mandatory rest breaks, capped daily exposure, mental-health resource access, voluntary opt-out without penalty, and specialized team leads trained in trauma support.
Every contributor has a documented progression plan. 18% of our full-time staff started as annotators. QA leads, project managers, and regional directors are promoted from within wherever possible.
Third-party labor audits published each year — including findings where we fall short. Transparency is a process, not a PR exercise.
We decline projects involving surveillance of non-consenting subjects, biometric profiling without consent, or content that could enable targeted harm. Our refusal clause is in every MSA.
Every Deaimer master services agreement includes a refusal clause. We decline projects that, in our good-faith judgment, would enable targeted harm, violate consent, or undermine public trust in AI systems.
Categories we don't support: non-consensual biometric profiling, surveillance systems targeting protected groups, deepfake generation for deception, and content production designed to deceive voters or regulators.
Full refusal policy is available on request under NDA.
Tell us what you're training, aligning, or evaluating. We'll map a delivery plan, staffing model, and timeline within one working week.