Faster path to a working model
First useful system in weeks, not a year-long science project. Groundline customers typically see a verified dataset and a v1 model in about four weeks.
Customer benefits
What changes for your business.
We are hired to move an operating number: quality, cost, speed, or risk — not to install AI for its own sake.
Lower ongoing cost
Active learning and model pre-labeling cut human review. You are not paying a competitor to draw every box. Cost per label typically drops sharply by cycle three because people only see the uncertain cases.
Quality you can show a customer or auditor
IAA scores, before/after reports, and exportable labels. Useful when a buyer, insurer, or your own customer asks how you check quality — without an enterprise audit department.
Less dependence on a few experts
Guidelines and review UIs capture how your best people decide. New staff can follow the system instead of shadowing for months.
Control of your labeled data
Verified labels are yours to export (COCO, YOLO, CSV). Model weights and architecture stay with us. You are not trapped in our files — and we do not give away the models that make annotation cheap.
Fits how you already work
We fit around a small plant, a workshop, a food line, or a lean ops team — in any country. Remote-first; on-site when the line requires it.
Let's Build Something Together.
Whether you need a first working model, a cleaner dataset, or software your operators can run — if you are an SME and you are not sure what you need yet, we are happy to talk. Any country.
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