Buyers rarely start with who we are. They start with a list of fields to fill. Here are ours, so the first email can be about the work instead.
- Languages and locales
- 300+ languages and 4,500+ dialects, quoted per locale rather than per language, because the dialect decides whether a dataset is usable, whether a market accepts a release, and which specialist the work goes to.
- Specialist network
- 110,000+ verified language specialists · Counted from our linguist database · verified June 2026 across linguists, annotators, reviewers, voice talent and subtitlers. Confirm language, domain and task fit for the proposed team.
- Capacity and mobilisation
- Ask for named availability or a recruitment window for each pair during scoping, in writing, before agreeing a launch or release date.
- Sourcing constraints
- Assess geographic, residency, locale and demographic requirements by project, including native-speaker, in-country and speaker-diversity constraints where applicable.
- Deliverables and specs
- Agree the receiving specification and validation on a pilot: structured schemas for data and annotation, and timed-text, audio or platform requirements for media, including reading speed, cue timing, channels and sample rate where applicable.
- Comparable work
- 62 published case studies describing scope, constraints and project-specific outcomes across AI data programmes, partner overflow and media releases. MoniSa reports 2,000+ AI data services projects delivered and 1,000+ brands served since 2015.
- Certifications
- ISO 9001:2015 quality management, ISO 27001:2022 information security, and ISO 17100:2015 for translation services only.
- Commercial basis
- A quote can be scoped per word, audio hour, approved hour, finished minute, batch or item. The founder-approved proposal sets the unit, inclusions and recipient.