Get your data flowing between systems.
We build the scrapers, pipelines, and integrations that pull data out of websites and apps and put it where you actually need it. Clean, deduped, on a schedule, and built to keep running.
Data scraping & integration
Web scrapers
We pull structured data off sites that have no API. Listings, prices, profiles, public records. Built to survive layout changes and handle the pages that load content after the fact.
API integrations
Two systems that should talk but do not. We connect them, map the fields, and handle the auth, rate limits, and retries so data moves both ways without anyone copying it by hand.
Data pipelines
Raw data comes in messy. We clean it, normalize it, validate it, and load it into your database or sheet in the exact shape your tools expect. Bad rows get flagged, not silently dropped.
Deduping & matching
The same company or person shows up five ways across your sources. We match and merge records on fuzzy rules, so you end up with one clean row instead of five near-duplicates.
Scheduled jobs
Hourly, nightly, or on a trigger. Jobs run on their own, log what they did, and alert you when a source breaks or a run comes back empty. You hear about problems before your data goes stale.
GDPR-aware by design
We scrape what is allowed, store only what you need, and keep a clear record of where each field came from. Personal data is handled with retention and deletion built in, not bolted on later.
How we work
From the first call to live, in weeks.
Scope
We look at the sources, the volume, and where the data has to land. You get a plan with the real risks named up front, which sites are fragile, what is allowed, and what the job will cost in run time.
Build
We build the scraper or integration in short loops and run it against live data early. You see real rows coming in within days, check they are right, and we tighten the edge cases together.
Ship & monitor
It goes live on a schedule, wired into your database and tools, with logging and alerts. We hand over the keys and stay on to fix sources when they change, because they will.
Where this fits
Frequently asked
Is scraping legal?
Public data is generally fair game, but it depends on the site, the terms, and what you do with it. We scope this up front, scrape responsibly, respect rate limits, and tell you plainly if a source is off limits rather than building something you cannot use.
What happens when a site changes its layout?
Scrapers break, that is the nature of the work. We build them to fail loudly, not silently, so you get an alert instead of stale data. Fixing sources when they change is part of how we keep them running, not a surprise bill.
Can you connect tools that have no real API?
Often yes. If there is no API, we can scrape the interface, use a hidden endpoint, or automate the steps a person would take. We tell you up front which approach a given tool needs and how reliable it will be.
Where does the data end up?
Wherever your team works. A database, a Google Sheet, your CRM, an internal dashboard, or another tool over its API. We load it in the exact shape that tool expects, so nobody has to reformat it by hand.
Got data stuck in the wrong place?
Tell us the sources and where it needs to land. We will map the pipeline and what it takes to keep it running.
or email info@abn.company