PuffLabs
Human-quality training, evaluation, and QA for advanced AI. Our project-trained experts work inside your stack — onboarded, calibrated, and supported by us, end to end.
Inside your workflow. Aligned to your quality bar.
Project-trained experts work directly inside your environment — with your tools, your processes, and your oversight. You stay in control of the quality bar.
Inside Your Workflow
Our experts work inside your environment — your systems, your tools, your processes. No platform switch, no integration tax, nothing lost in translation.
Direct Expert Access
Talk to the experts on your project directly. Share feedback in real time, request adjustments on the spot, and stay in the loop at every stage — no project-manager intermediary in the way.
Live Feedback & Calibration
Review outputs as they come in. Calibration sessions, alignment notes, and feedback reach experts in hours, not weeks. Continuous improvement is built into every engagement.
Project-Trained Experts
Every expert on our roster is hand-selected and trained for the specific project before going live. Real onboarding, domain calibration, live training sessions — not a 30-minute video and a quiz.
Scales With Your Roadmap
One project or twenty in parallel — we scale with you. Compose teams across domains, timelines, and skill mixes, and reshape them as the work evolves.
Optional QA Layer
Add a dedicated reviewer/QA layer to any engagement. We can audit work ourselves and route feedback to experts — or work alongside your QA team to close the loop quickly. Either way, you stay focused on the model.
How PuffLabs works
Brief us
Share your project: the platform, the tasks, the quality bar, the timelines. We map the work to the right expert skill set and propose a team.
Match & calibrate
We propose a hand-picked team. Before they touch production data, every expert is trained on your guidelines and calibrated against your gold standard. Approvals stay with you.
Run inside your stack
Experts go live in your environment — your platform, your tools, your reviewers. Nothing leaves your stack unless you want it to.
Review & improve
Continuous feedback loops, optional QA layer, and a clear rework process when quality misses the bar. We own the recovery work so your team stays focused on the model.
By the numbers.
Let's talk about your next training run.
A 20-minute intro to our delivery model, the expert roster, and how we'd approach your project. No sales pitch — just a working call.