Problem, approach, tools used, and outcome — no filler, just how these systems were actually built.
Built by our founder, Mustafa Haider, before and alongside Automations Limited — the same technical depth now behind every client engagement.
200+ custom programming projects delivered for international clients since 2022, in addition to the automation and AI engagements below.
A real estate lead-generation client needed a faster, more reliable way to turn scraped property listings into segmented, sales-ready leads. Here's the scraping-to-segmentation system that replaced manual list-building.
Read case studyA self-learning scraping and NLP pipeline that extracts and validates contact data across 27 institutional websites — built to get faster and cheaper every time it runs.
Read case studyA production-grade data engineering build that monitors 850+ websites daily, works around modern anti-bot defenses, and turns messy web pages into clean, structured data on autopilot.
Read case studyA single prompt in, a fully-designed Google Slides deck out — built by automating content generation, image sourcing, and slide styling into one orchestrated workflow.
Read case studyA social media marketing client was spending hours a day manually writing captions and posting images. We built an automated pipeline that analyzes each image, generates the caption and hashtags, checks for duplicates, and publishes directly to Instagram and Facebook.
Read case studyNot every automation project is a multi-month platform build. Here's a collection of smaller, focused workflows — the practical, single-purpose builds that solve one specific bottleneck at a time.
Read case studyA production data engineering build that classifies high volumes of content records daily — using threshold gating to cut LLM costs by roughly 60% before the expensive extraction step ever runs.
Read case studyA real-time internal dashboard that brings content discovery, source registry management, and cloud job orchestration into a single tool — with no unnecessary API layer slowing it down.
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No pressure, no commitment. We'll analyse your current setup and show you exactly what we'd build — before you spend a dime.