The data you need, collected automatically, delivered usable.
No tidy CSV for this data — it lives on competitor pages, in PDFs, behind search forms. We build scrapers that collect it, watch for changes, and feed your systems — with layout-drift detection, not silent breakage.
What you get
- StackPython, Node.js, PostgreSQL, Docker
- ResilienceRetries, proxies, layout-change detection
- CompliancePublic data, rate limits, robots.txt
- DeliveryAPI, dashboard, export, or warehouse
- MonitoringAlerts when jobs fail or drift
Sound familiar?
You're copying competitor prices into a spreadsheet by hand every Monday
The data you need has no API, and the vendor wants a fortune for an export
A scraper someone wrote last year broke, and nobody knows how to fix it
You find out about a stock or price change days after your customers do
Your team spends hours a week on tasks a bot could finish in minutes
You need to watch hundreds of pages, and a browser tab doesn't scale
What we build
- 01
Web scraping & data extraction
Structured extraction from sites, PDFs, and feeds — deduplicated on stable keys, normalized to your schema, validated on every run. Bad rows are quarantined before they poison your warehouse.
- 02
Monitoring & alerts
Price, stock, and availability monitoring across hundreds of pages, with change-diffing tuned to suppress noise — alerts via email, Slack, Telegram, or webhook only when it matters.
- 03
Automation bots
Browser and workflow automation built for hostile targets: session handling, rate limits, rotating proxies, headless fallbacks. Plus Telegram, WhatsApp, and Slack bots for your team and opted-in customers — no spam, no fake accounts.
- 04
Data delivery
Delivery where you work: REST API, dashboard, scheduled exports, direct warehouse loads — idempotent, logged, with failure alerts when a source shifts.
How it works
- 01
Discovery call
Tell us which sources you need, how often, and what the data should feed. We'll flag legal or technical blockers early. No commitment.
- 02
Scope & proposal
A fixed-scope plan with the sources, fields, schedule, delivery format, and price — plus a sample extract so you see the data before committing.
- 03
Build in sprints
Working scrapers and bots delivered in short sprints, running on staging with real data so you can check quality as we go.
- 04
Launch & support
Deployed on your infrastructure or ours, with failure alerts, logs, and a support window for when a source site changes.
Technologies we use
- Python
- Node.js
- Redis
- Kafka
- PostgreSQL
- Docker
- Pandas
- NumPy