We started as a shadow delivery partner executing specialized projects for Google via Lionbridge and Appen. We handled data annotation, content moderation, transcription, translation and localization workloads through our own workforce, tools and audits—all of which were used to deliver large training datasets for LLMs, CAPTCHA, search relevance, Google Translate, predictive text, text-to-speech, voice recognition and voice command. These projects were part of the building blocks of artificial intelligence we all use.
By 2021, we expanded our services to offer on-demand talent in AI development, creatives, marketing and sales. Today, we leverage that decade of experience with in-house talent management and quality audits to operate as a Talent & Revenue Partner—owning the entire outsourcing lifecycle for our clients.
- 2015 — The Engine Room
Shadow delivery partnerships with global technology leaders
Data annotation, moderation, transcription and localization delivered through our own workforce, tools and audits.
- 2021 — The Expansion
On-demand talent across AI, creatives, marketing and sales
Our specialist network extended beyond data work into the revenue functions that scale modern businesses.
- 2024 — The Systems Shift
From renting talent to engineering delivery systems
We rebuilt our model around structured frameworks, quality audits and outcome ownership rather than headcount alone.
- Today — Talent & Revenue Execution
A comprehensive solutions suite for every growth stage
Six services, one accountable partner, and a full-year guarantee behind every specialist we deploy.