Question 1

Which NLP annotation tasks do you cover?

Accepted Answer

Named-entity recognition, text and intent classification, sentiment and toxicity labeling, relation extraction, summarization pairs, and structured extraction from documents and emails. We can also produce instruction/response pairs for LLM fine-tuning.

Question 2

How many languages can you annotate text in?

Accepted Answer

Over 40 languages for text annotation and 100+ for collection, using native-speaker annotators to preserve linguistic and cultural nuance — including low-resource languages via targeted sourcing.

Question 3

What types of data can you collect and annotate?

Accepted Answer

We handle all four major data types — audio/speech, video, image, and text. This includes voice recordings, conversational dialogue, object recognition images, document OCR, video annotation, text classification, and more. Our operations span 100+ languages worldwide.

Question 4

How do you ensure data quality?

Accepted Answer

We use a multi-layer quality assurance process: automated validation checks, trained reviewer verification, and statistical sampling at every stage. Our overall accuracy rate exceeds 98% across all data types.

Question 5

Is the data ethically sourced?

Accepted Answer

Absolutely. Every dataset is collected with documented written consent. We verify contributor identity, maintain full traceability for every file, never use scraped or reused data, and store everything on enterprise-grade infrastructure with end-to-end encryption. We align with GDPR, ISO 27001, and SOC 2 standards.

Question 6

How fast can you deliver?

Accepted Answer

Delivery timelines depend on project scope, but we're built for speed. We can activate contributors within days, not weeks. Our crowdsourced model with 2M+ contributors means we can scale rapidly for high-volume projects without compromising quality.

Question 7

Can you handle rare or low-resource languages?

Accepted Answer

Yes, this is one of our strengths. We have active contributor networks in 100+ languages, including low-resource languages like Kinyarwanda, Mongolian, Sundanese, and Sinhala. For specialized language requirements, we can set up targeted sourcing campaigns.

Text Data Collection & Annotation

Text Data in Practice

Document Corpus Collection

Booking Confirmation Datasets

Corporate Email Patterns

Academic Forms & Notices

Why Choose ConsultBae

Multilingual Expertise

Crowdsourced Quality

Fast Turnaround

Enterprise Security

Ethically Sourced, Securely Managed

Data Ethics

Security & Compliance

The Crowdsourcing Pipeline

Requirements

Team Assignment

Data Processing

Quality Assurance

Other Data Types

Audio Data

Video Data

Image Data

Ready to build your text data set?

Frequently Asked Questions