Playwright
Libraries
Browser automation for data acquisition and full-stack verification.
A browser automation library that drives Chromium, Firefox and WebKit through one API, with waiting built into its selectors.
How we use it
Drives the pages that only exist once JavaScript has run, in acquisition work where the data is not in the initial HTML. Used where a plain HTTP client genuinely cannot reach the content.
8
systems
Case studies using this
Regulatory Compliance
CRM Migration and Practice Automation for an Accountancy Group
Extracting a practice from a closed SaaS platform into a system of record it owns. Then automating the receivables chasing that had been manual across six entities.
PythonFastAPIPostgreSQLPlaywright
Mar 2026 — OngoingRead more
Healthcare
Product-Safety Diagnostics for a Medical Group
An AI system that reads twenty thousand product records, extracts their ingredients, and tells a clinician whether a given product is safe for a given patient.
PythonFastAPIMicrosoft AzureRetrieval-Augmented Generation
Jan 2025 — Sep 2025Read more