Custom Dataset Creation
We build datasets from scratch — collecting, structuring, and verifying data for AI training and analytics. From open web sources and closed archives to niche domain expertise.
Request a DatasetWhat We Do
We provide a single, end-to-end service: building custom datasets tailored to your exact specifications.
Every dataset project is different. Depending on your requirements, we combine multiple methods to deliver exactly the data you need — in the format you need it.
The scope of work is always defined together with the client. Some projects require only automated collection; others involve sourcing rare printed materials or engaging domain experts for manual labeling and review.
We handle the full pipeline: from identifying sources and collecting raw data to cleaning, structuring, and verifying the final output.
Web Scraping & Processing
Automated collection from websites, forums, and databases. Cleaning, normalization, and formatting into JSON, CSV, XML, or any structure you need.
Included in every projectLiterature & Archive Research
Sourcing specific printed books, journals, and thematic archives. OCR processing and digitization of physical documents into accurate, structured text.
Available on request — may extend timelinesExpert Verification
Domain specialists review, label, and refine the dataset. Ensures high accuracy in specialized fields where automated QA is not sufficient.
Optional — recommended for domain-specific dataHow It Works
A clear process from initial brief to final delivery — with full transparency at every stage.
Brief & Scope
You describe the data you need. We define sources, format, volume, and realistic timelines together.
Collection
We collect data using scraping, OCR, literature research, or manual methods — whatever the project requires.
Verification
Data is cleaned, structured, and — if needed — reviewed by domain experts for accuracy.
Delivery
You receive a clean, structured dataset in your preferred format. Interim deliveries available for large projects.
Good to Know
A few things that help set the right expectations before we start.
Timelines depend on complexity
Some datasets can be delivered in days; others — especially those requiring literature sourcing or expert review — may take weeks or longer. We always provide a realistic estimate upfront.
Interim results available
For large or long-running projects, you do not have to wait until the end. We can deliver data in batches so you can start working with partial results while collection continues.
Pricing is project-based
Every dataset is unique. Cost depends on volume, source complexity, required accuracy, and whether expert verification is needed. We provide a detailed quote after reviewing your requirements.
Request a Quote
Describe what you need and we will get back to you within 24 hours with an estimate — including scope, timeline, and cost.
- Free initial consultation
- NDA available on request
- Sample dataset before full order
- Flexible delivery formats