Physical-world data / FIUND
Skilled-work & repair video.
Practical work captured as it happens: diagnosis, repair, assembly and the steps between a problem and a result.
Training & evaluation · Scope confirmed for your project
Engine and transmission work
Perspective → sequence → interpretation
SOURCE CONTEXT
Perspective, sequence and source material.
Specify whether you need a narrated explanation, a first-person view or an external camera showing the whole workspace.
Engine and transmission work
Plumbing and renovation
Fabrication and welding
Procedural understanding · Tool-use evaluation
TECHNICAL BRIEF
Define the capture and coverage.
These are decisions to agree for your collection, rather than specifications assumed across every source.
Task and tools
Describe the beginning, intermediate steps and outcome a useful example should contain. Include interruptions or failed attempts if they matter to your task.
Continuous camera coverage
Describe what needs to stay visible and from which perspective. State whether changing viewpoints, camera motion or multiple views are useful or unwanted.
Success and failure examples
Describe the beginning, intermediate steps and outcome a useful example should contain. Include interruptions or failed attempts if they matter to your task.
BEFORE DELIVERY
A defined scope.
A considered handoff.
Evaluate the fit.
Agree what a useful sample must demonstrate, including the source conditions and required relationships.
Confirm the permissions.
Review the intended AI uses, relevant exclusions and documentation for the selected material.
Agree the package.
Specify files, metadata, preparation and acceptance criteria before proceeding with delivery.
START A CONVERSATION
Let’s scope your
data request.
Tell us what your model needs from skilled-work & repair video. We’ll assess the sourcing options and discuss a suitable next step.
Availability and collection terms are confirmed after review.
Frequently asked questions
Can I request continuous sequences rather than edited clips?
Specify the sequence length, camera perspective and surrounding context your task needs. We confirm whether suitable source recordings support that brief and identify any additional capture or preparation.
What should I include in a skilled-work & repair video brief?
Start with your model task and the source material you need. Include task and tools, continuous camera coverage, success and failure examples so we can assess fit and propose a useful evaluation sample.
When are availability, pricing and permissions confirmed?
After we assess your brief and identify suitable material or a capture scope. Samples, permitted AI uses, preparation and delivery terms are agreed for the proposed collection before a purchase.