Fallstudien

Case studies

Real engagements with measurable outcomes. Client names anonymized where requested — numbers are real.

EU ecommerce

RAG product search + support chatbot

High support volume, slow product discovery, no unified knowledge base across 800+ SKUs and policy PDFs.

Private RAG over catalog + policies, website chatbot with human handoff, analytics on assisted sessions.

+23% conversion on assisted sessions

3 weeks scope to production

−40% support tickets

Tech stack: Python, vector search, React widget

US B2B SaaS

Small in-house team, backlog growing, US agencies too expensive for ongoing feature work.

Distributed senior team with US Eastern + Pacific overlap, fixed-price sprints, AI-assisted dev with senior review.

35% faster delivery vs prior vendor

2× overnight bug fix turnaround

Fixed price per sprint

Tech stack: TypeScript, React, Node, PostgreSQL

German manufacturing

Production data trapped in spreadsheets and legacy exports — no single view for ops managers.

ETL from 4 sources, validation rules, role-based dashboard, daily automated reports.

4 weeks idea to production

0 surprise invoices

Daily automated reporting

Tech stack: Python, PostgreSQL, React dashboard

Professional services

Pre-fundraise audit needed — previous vendor delivered a generic PDF with no actionable fixes.

Full-stack review, dependency audit, access control check, prioritized remediation with fixed-price fix sprint.

1 week audit delivered

12 critical issues fixed

Passed investor due diligence

Tech stack: OWASP, dependency scanning, infra review

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