Lab takes on the hard parts: fine-tuning, integration, and the engineering in between. You bring the problem and the data. We deliver a working model, in your codebase, owned by your team.
Every project has a defined outcome, a fixed price, and a delivery date agreed up front. No hourly, no open-ended.
Detect what you actually ship (defects on your production line, signs in your documents, patterns on your scans), not what happens to be in open datasets.
Your domain, in a model that fits under your GPU budget. Fine-tuned on your corpus, packaged to run locally on Hugind. No API calls leave your network.
Get the imaged SDK or Hugind running end-to-end in your app, on your infrastructure, in weeks, not quarters. Plus an architecture review if you want a second opinion before you start.
The first call decides whether we’re the right fit. If we are, the proposal goes out within a week.
30 minutes. You describe the problem, the data, the deadline, and the constraints. We say whether we can help.
Within a week: fixed scope, fixed price, fixed delivery date. One page. You approve in writing, we start.
Weekly check-ins with working code or a working checkpoint. No slide decks. If something is off track, you hear it the same week.
Code in your repo, model on your hardware, documentation your team can actually read. We stay on standby for two weeks after.
