Automation & Web Scraping
Build reliable data collection pipelines using headless browsers and APIs. Clean delivery of datasets ready for analysis.
- First automation
- Live in 1 to 2 weeks
- Typical project
- 2 to 6 weeks
- Runs
- On schedule, monitored
Hand the repetitive work to software that never gets bored.
We automate the manual, repetitive work that eats into your team's week: copying data between systems, collecting information from websites, generating reports, processing documents and keeping spreadsheets up to date.
For web data, we build reliable scrapers that respect site terms and rate limits, handle logins and dynamic pages, and recover gracefully when a site changes. For internal processes, we connect your tools with workflows and custom scripts that run on schedule or on demand.
Everything is monitored, so you know when a job ran, what it found and if anything needs attention. No silent failures, no stale data.

- Teams copying data between tools by hand every day
- E-commerce businesses tracking competitor prices and stock
- Research and sales teams collecting public data at scale
- Operations teams producing the same reports every week
Everything it takes, in one engagement.
Every part of automation & web scraping handled by one senior team, so nothing falls between suppliers and you always know who owns the result.
Process mapping
We document how the work is done today and identify which steps can be automated safely and profitably.
Web data extraction
Robust scrapers for public data, including dynamic sites and logged-in portals, delivered in clean, structured form.
Workflow automation
Tools like n8n, Zapier and Make, or custom code, connecting your CRM, sheets, email and apps.
Document processing
Invoices, forms and emails read and turned into structured data, with AI where rules alone are not enough.
Reporting and alerts
Scheduled reports, dashboards and alerts delivered to email, Slack or your shared drive.
Monitoring and maintenance
Health checks, failure alerts and fast fixes when a website or system changes.
- Process map with automation opportunities
- Production scrapers or workflows
- Clean data delivered to your sheet, database or API
- Scheduled reports and alerts
- Monitoring with failure notifications
- Documentation and ownership handover
Tools we trust in production.
Proven, well-supported technology chosen for your product, not for our habits. Everything here is something we run in production.
Python
Playwright
Puppeteer
Selenium
- Scrapy
Node.js
- n8n
- Zapier
- Make
- Google Sheets
PostgreSQL
Docker
What this does for your business.
Time returned to the team
Hours of copy, paste and checking each week move to software, freeing people for work that needs judgement.
Fresher, cleaner data
Information is collected on schedule in a consistent format, ready to analyse instead of tidy up.
Fewer manual errors
Automated steps do the same thing correctly every time, without typos or missed rows.
From first call to shipped.
A planned, transparent arc with something you can see every week, so you always know exactly where the work stands.
Map the work
Week 1We sit with the people doing the task, measure the time it takes and agree what to automate first.
Build the first automation
Weeks 1 to 2The highest-value task is automated and running on real data within days.
Expand and connect
Weeks 2 to 5Further workflows and data sources are added and connected to your tools.
Monitor
Week 5Health checks and alerts make sure every job runs, and tell you clearly when something needs attention.
Maintain
OngoingOptional ongoing care for site changes, new sources and new processes.
AI & DataAn online retailer replaces hours of daily copy and paste with scheduled scrapers and workflows that collect competitor prices, update a shared sheet and alert the team the moment a key product changes.
Talk to us about a project like thisQuestions we hear a lot.
Something else on your mind? Ask Luma in the corner, or reach the team directly.
Ask a questionCollecting publicly available data is generally permitted, but terms of service, personal data rules and rate limits matter. We review each source with you and only build what is appropriate.
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Need automation & web scraping done right?
Tell us about your project, we'll come back with a concrete plan and timeline.