CAPABILITIES

What we can deliver — proven by demonstration

As a newly launched services brand from an established training company, we prove capability the honest way: with real demonstration datasets and transparent capacity numbers.

Capability demonstration

Bengali Speech Dataset

On-demand collection of native Bengali speech from our verified contributor network across West Bengal and beyond. Scripted prompts, demographic balancing, and two-stage audio QA.

  • 100+ verified native speakers ready
  • 10,000+ utterances / 2 weeks capacity
  • 2-stage QA on every clip
Capability demonstration

Hindi & Bengali RLHF / Preference Data

Rubric-based response ranking and rating by contributors trained on real-world AI feedback workflows. Guideline development included.

  • 500+ contributors trained in feedback tasks
  • Custom rubrics in 48 hours
  • Agreement tracking on every batch
Capability demonstration

Multilingual Text Annotation

Classification, NER, and safety labeling across Bengali, Hindi, and English with gold-set benchmarking.

  • 3 languages
  • Scalable to 50,000+ items/month
  • Error-taxonomy reporting included

Client project case studies are added with written permission only. Details of work performed on third-party platforms are never disclosed.

Request a sample

The fastest way to evaluate us: ask for a free sample. We'll produce a small demonstration batch to your spec — your team inspects the quality before spending anything.