Engineering for products that have to work.
Four focused practices, one team. Most clients start with one and stay for a second — a scraper that needs a dashboard, a platform that needs automation.
Web platforms & SaaS
From MVP to multi-tenant SaaS. We design the data model first, then build the product your users actually touch — and we keep it fast as it grows.
- → SaaS MVPs and v2 rebuilds
- → Customer portals and internal admin tools
- → API platforms and partner integrations
- Architecture & data model review
- Django / FastAPI backend
- React / Next.js frontend
- Auth, roles, billing
- CI/CD and AWS deployment
- Handover docs & runbooks
Data extraction & scraping
Our deepest specialism. We build crawling infrastructure that survives layout changes and anti-bot systems, and delivers clean, validated data on schedule.
- → Price and catalogue monitoring
- → Lead, listing and market-data aggregation
- → Legacy scraper rescue and scaling
- Scrapy / Playwright spiders
- Proxy & anti-bot strategy
- Scheduling on Scrapyd / cloud
- Schema validation & dedupe
- Breakage monitoring & alerts
- Delivery to BigQuery, S3, API
Automation & QA
If a person does it every day by clicking, we can usually make a machine do it every minute — reliably, with logs and alerts when something changes.
- → Back-office and ordering workflows
- → End-to-end regression suites
- → Report generation and data syncs
- Process mapping & ROI estimate
- Browser & API automation
- Cypress / Selenium test suites
- Scheduled jobs & queues
- Slack / email alerting
- CI integration
AI integration
We add AI where it earns its keep — and tell you when a rule or a query would do the job cheaper. Every feature ships with evaluation and cost visibility.
- → Search and assistants over your own data
- → Document extraction and classification
- → Generative image pipelines
- Use-case & feasibility review
- LLM / RAG implementation
- ComfyUI image pipelines
- Evaluation sets & guardrails
- Cost & latency dashboards
- Vector search (Qdrant / pgvector)
Three ways to work with us.
Every model includes a senior lead, weekly demos, and full ownership of code and IP on payment.
Project
A defined outcome, milestones and a fixed price. Best for MVPs, scrapers and well-understood builds.
Quoted after a 30-min call
Dedicated team
One or more engineers embedded in your team, your tools and your standups. Scale up or down monthly.
Quoted after a 30-min call
Support retainer
Monitoring, fixes and small improvements for systems we built — or ones you inherited.
Quoted after a 30-min call
Not sure which service fits?
Describe the problem in plain words. We'll tell you honestly whether we're the right team — and if not, who might be.