Hire Us to Find & Validate Your Data
You focus on building. We handle the data sourcing, scraping, and validation — and deliver clean, AI-ready datasets straight to your team.
First dataset audit is free. No contract required.
Hire us → See what we deliver →
What We Do For You
Tell us what data you need. We search, collect, clean, and validate it — then hand it off in the format your team actually uses.
No scraper to maintain. No pipeline to debug. No bad data slowing down your models.
Our Services
Dataset Search & Sourcing
We track down the right datasets so you don't have to. From government portals and academic repositories to niche industry sources — if it's publicly available, we find it.
- Domain-specific dataset research
- License and usage rights review
- Source quality assessment
- Delivered with full metadata documentation
Web Scraping & Data Collection
Need data that doesn't exist in a ready-made dataset? We build and run scrapers that collect exactly what you need from any public source.
- Structured extraction from any website
- Recurring collection on a schedule you set
- Tables, records, text, prices, listings — any format
- Delivered as CSV, JSON, Parquet, or via API
Dataset Validation
Before any dataset reaches your team, we run it through a full validation pipeline and give you a clear quality report.
| What we check | What it catches |
|---|---|
| Completeness | Missing values, empty columns |
| Consistency | Type errors, format mismatches |
| Duplicates | Exact and near-duplicate records |
| Freshness | Staleness, last-updated verification |
| Schema integrity | Column drift, structural changes |
Every delivery comes with a validation scorecard.
AI-Ready Data Preparation
Training data quality determines model quality. We prepare datasets specifically for AI and ML workflows.
- Class balance and bias analysis
- Label consistency checks for annotated datasets
- Volume assessment for your training objective
- Format compliance — Hugging Face, OpenAI fine-tuning, custom schemas
- Deduplication and noise removal
How It Works
1. Tell us what you need
Describe your data requirement — domain, volume, format, update frequency.
2. We source and collect
We search existing datasets or scrape the web to build what you need.
3. We validate and deliver
Every dataset is quality-checked and delivered with a full validation report.
4. Ongoing or one-off
Hire us for a single project or set up a recurring data feed. Your call.
Pricing
| Tier | What's included | Price |
|---|---|---|
| Free audit | Review one existing dataset, full validation report | Free |
| Single project | Sourcing + scraping + validation, one dataset | From $299 |
| Monthly feed | Recurring collection + validation, up to 3 sources | From $499/mo |
| Custom | Dedicated data pipeline for your team | Contact us |
Who We Work With
- AI & ML teams who need clean, labeled training data
- Startups who can't afford a full-time data engineer
- Researchers who need datasets fast, without legal risk
- Agencies building data products for clients
"They delivered a validated, AI-ready dataset in 48 hours. Saved us two weeks of engineering time."
— ML Engineer, early-stage AI startup
Get Started — Free
Send us your data requirement. We'll review it, tell you what's possible, and run a free audit on any existing dataset you already have.
Request your free audit → Contact us →
AILECT · We find it. We collect it. We validate it.