We started this because bad labels were quietly wrecking good models.
Vendor+ was founded in 2022 by a team of perception engineers who kept tracing model regressions back to the same root cause: inconsistent, unaudited labeling. We built the company we wished exists — one where quality is measured, not promised.
Scaling processes and the team (Kuoni Tumlare): We built, trained, and adapted a team of 50 specialists from scratch, which enabled us to successfully process our first large dataset of over 200,000 records.
Technological Advancement and Optimization: In response to market growth, we implemented in-house automation and quality assurance (QA workflow) tools, which reduced the time required to complete routine tasks by 30%.
Launch of the “LOFT, DataPlus” Project: Work has begun on the flagship “LOFT, DataPlus” projects—highly complex audio transcription and segmentation tasks totaling 15,000 hours.
Building an Ecosystem: The company has evolved from a traditional transcription contractor into a multifunctional, full-cycle agency (Data Annotation, Localization & AI Fine-Tuning)
Four principles, held even when they slow us down.
Accuracy over speed
We'd rather ship a smaller, correct batch than a fast, wrong one. Throughput follows quality, not the reverse.
Show the work
Every deliverable comes with agreement scores and error breakdowns — quality you can audit, not just trust.
Reviewers are the product
We invest in training, fair pay, and retention because consistent judgment comes from continuity, not turnover.
Narrow scope, ramp fast
We'd rather nail one taxonomy in a week than half-solve five. Depth first, breadth after.
Built by people who've felt the cost of bad data.
We're hiring reviewers and engineers.
If you care about getting the details right, we'd like to meet you — wherever you're based.