Writing, rating, and rewrite work
Chatbot replies, marketing copy, and support drafts scored and rewritten against your rubric at $20–$35/hr.
Client
Orbit AI runs Generalist and Professional pipelines for clients who need production-grade rewriting, ratings, and domain review. Vetted annotators, Friday-stable capacity, and human-in-the-loop QA.
One active project per annotator. You get calibrated teams, not a marketplace bid war.
Chatbot replies, marketing copy, and support drafts scored and rewritten against your rubric at $20–$35/hr.
Medicine, law, finance, science, and security review with $35–$50/hr specialists and tighter accuracy gates.
Forward-deployed operators plus human-in-the-loop controls so your data stays usable in production.
Stand up labeling workflows, task UIs, and handoffs that match how your teams already ship.
Calibrate annotators on your examples, then keep quality up with paid assessment and live QA.
Turn unstructured docs, tickets, and model traces into agent-ready datasets with rubrics and gold sets.
Probe misuse, jailbreaks, and policy gaps before you put a model in front of customers.
Industry playbooks with the same two pipelines and the same Friday operating rhythm.
Turn policy and claims documents into labeled intelligence with annotators trained on your processing rules.
Speed coding, triage, and diagnostic data work with secure review in your environment.
Parse regulations, check compliance language, and label risk with reviewers who know the domain.
A short path from messy source data to a queue your models can learn from.
Lock the pipeline, rubric, and volume so annotators know the bar before the first batch.
Fill a Generalist or Professional seat with deposit-vetted people, not an open crowd.
QA samples live work, rejects junk, and feeds calibration notes back into the queue.
You receive labeled batches on a Friday rhythm you can plan model training around.
Human data you can defend to legal, QA, and the model team.
Refundable deposits keep Generalist and Professional seats filled with people who stay on the work.
Zero-tolerance generative AI policy, with detection and bans when submissions are machine-written.
Annotators must be in the region you specified. VPN spoofing is a hard ban.
A real team scopes rubrics, staffing, and delivery with you from first batch to rollout.
Tell us the domain, volume, and deadline. We will map Generalist or Professional coverage and a start date.