Operational intelligence that pushes the edge further.
AI-first operational solutions custom built for the companies building what comes next.
For the last three decades, scale meant seats, sites and people. Technology first demanded it, and now it’s making it obsolete. Location matters less, AI does more, and the firms still billing by headcount are paid to protect a model you have outgrown.
We are building the alternative. AI runs the operation. Our people take the edge cases, where judgement matters most. We design every operation with our clients, end to end, and measure ourselves on the outcome.
We’re not building from scratch. We’re building with a team who knows how to get the hard work done for the world’s largest operators, technologists, and heavily regulated industries.
What we’re building
Physical AI
Mapping, robotics and autonomy depend on an accurate picture of a world that changes every day. We keep that picture true to what’s on the ground.
Data Ops
Models are only as good as the real-world data they learn from. We collect, validate and deliver the data they need, at scale.
Enhanced Customer Care
AI reviews every conversation, not a sample, so quality improves everywhere at once instead of one fix at a time.
Risk Operations
Fraud, financial crime and account takeover, caught and stopped at the speed of agentic attack.
Content Operations
Every market has its own rules. AI routes the majority, people handle the exceptions, and each judgement makes your system smarter.
Your partners for a whole new kind of partnership.
We’re 6,000 humans scaling intelligence at the edge. Engineers from Meta, Amazon and Uber, and the people who built the industry’s largest practices across every technological wave, building solutions every day. If you work at the edge, let’s talk.
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