Whether or not we take a hands-on approach, our 20+ years of annotation experience will help you build the very best operations stack —workforce, tools, production and quality assurance methods, training, documentation, and reporting.

We’ll give you a slew of workforce options, including marginalized teams and teams in conflict areas. Then we’ll handle contracts, onboarding and offboarding, performance management, and access control.

We’ll design and implement efficient annotation workflows, draft and produce interactive guidelines and documentation, work cross-functionally with ML engineers on policy, and deliver hands-on training.

Details matter. We’ll provide constant feedback on quality and keep distributed teams motivated toward your mission. We will monitor and report on the latest precision and recall trends, Cohen’s or Fleiss Kappa scores, or any metrics you prefer.

Increase throughput and accuracy by developing high impact features. We’ll conduct thorough UX research, collect feedback from the end users, and analyze usage metrics. Whether you’re working with proprietary or open source tools, we can also handle software QA, release management and testing to help your developers move faster.