SilkTrain
Choose the work you need, see an example record and agree how the pilot will be checked. SilkTrain confirms the team, tool access and price before you commit.
A scored answer set with source citations, unsupported claims and cases needing adjudication.
A scoped set of adversarial tests, failure categories, reproduction steps and retest results.
Ranked response pairs with the chosen and rejected answer, a rationale and ties for DPO or reward-model training.
Reviewed prompt and target-response examples, with provenance and train/test splits.
Locale-specific prompts, corrections, severity ratings and references for each disputed term.
Reproducible test cases, expected outputs, failure traces and reviewed patches where requested.
Annotated tool calls, argument checks and screen-action traces with expected end states.
Original problems, reference solutions, step-level error labels and a held-out benchmark.
Scenario definitions, action space, reward rules and an example episode log.
OCR corrections, named-entity spans, field values and source coordinates in an agreed export.
Reviewed bounding boxes, polygons or pixel masks with class definitions and an export sample.
Frame ranges, persistent track IDs, visibility flags and temporal event labels.
Consented collection where agreed, transcripts, speaker turns, timestamps and acoustic-event labels.
Time-bounded event labels, anomaly classes and an explicit missing-data mask.
3D cuboids or point labels, object identities and the coordinate-frame definition.
A scoped rubric and specialist-reviewed cases in engineering, medicine, law, finance or STEM.
Research labels or masks with series identifiers, uncertainty flags and reviewer provenance.
Georeferenced features or masks, cloud flags and the coordinate reference system.
A traceable weld register linking method, inspection stage, revision and source page.
SilkTrain
The tool shown is one possible workspace. Name your own platform and export format in the brief. Access and format compatibility are confirmed during scoping.
Annotation tools → From research paper to tested prototype →Request sourcing only, independent QA, or a team lead for delivery. Include your sample size, reviewer requirements and target date.
Request managed support →Tell us who will create the accounts, which data the team may access and how the export will be checked. Share credentials only through your approved access process.
Review text responses and compare preferences against the same rubric.
Tool documentation ↗Inspect object tracks, image boxes and segment boundaries in a visual task.
Tool documentation ↗Configure text, image or audio labeling interfaces for the chosen schema.
Tool documentation ↗Overlay geospatial annotations on the source layer and inspect their coordinate reference.
Tool documentation ↗