Using PromptCloud for AI Training Data
From LLM fine-tuning to domain-specific embeddings, learn how to set up and scale training data pipelines using PromptCloud’s fully-managed web scraping solutions.
Start with the Right Foundation
Training high-quality AI starts with structured, labeled, and ethically sourced data. With PromptCloud, you can outsource data ops entirely and get scalable, schema-aligned feeds with human-in-the-loop QA — delivered in your desired format and cadence.
Checklist – Before You Start
Define the target use case
classification, summarization, RAG, etc
Choose data sources
ecommerce listings, reviews, news, forums
Clarify output format
CSV, JSON, XML, HTML snapshots
Set delivery method
API, S3, GDrive, FTP
Select frequency
one-time, hourly, daily, weekly
Ensure compliance
GDPR, CCPA, ethical use policies
Why PromptCloud?
14+ Years of Expertise
We’ve powered data delivery for AI startups, Fortune 500s, and academic research labs — with SLAs and compliance built in.
No-Code Setup
Forget scraping tools. You describe the use case; we build, maintain, and deliver the dataset on autopilot.
Custom Labeling & Taxonomy
Structure your dataset exactly how your model needs it, with tags, fields, and hierarchies defined at ingestion.
QA + Compliance at Scale
All feeds undergo automated checks and optional human QA. We’re ISO 27001 certified and GDPR-compliant.
Supported AI Use Cases
LLM Fine-Tuning
Train domain-specific models on scraped textual content.
Sentiment Classification
Use ecommerce, reviews, or social data for classifier training.
FAQ/Chatbot Training
Scrape Q&A forums, support pages, and product help centers.
Product Comparison
Extract structured product data across retailers for decision systems.
Price Prediction
Aggregate pricing trends and availability signals over time.
Custom RAG Feeds
Scrape documents and websites for use in retrieval-augmented pipelines.
What Our Users Say
“PromptCloud has been instrumental in helping us scale training datasets without having to scale our engineering bandwidth.”
– Lead ML Engineer, Global AI Startup
Need a Custom Dataset for Your AI Project?
Tell us what your model needs — and get a free sample dataset to validate the structure and coverage.
