Case studies: AI implementations and digital transformation.

Over 200 workflows on one platform — marketplace automation across 6 countries, agentic product research, custom microservices and an internal automation team trained to work independently.

A self-updating base of more than half a million documents, hybrid search, a research agent and analysis drafts. From ~12 hours of work to ~2 minutes.

For a CFO-as-a-Service firm: an agentic content engine publishing one article a day, and a Coda-based finance operating system — a counterparty registry, an income-and-expense ledger fed straight from invoices, and a hub that shows who needs paying and how much.

The tool that lets AI agents build working n8n automations — 22,800+ GitHub stars, 143,000+ users and 1.9M+ workflows built, including at Deutsche Telekom, PayPal, Mercado Libre, MIT and NYU. Built entirely agentically.

Cost invoices arriving across seven team inboxes are found, read, de-duplicated and filed automatically — into a Google Drive archive and a Google Sheets register that's ready to hand to the accountant. Twelve connected n8n automations.

Two World Bank workstreams in Romania's energy sector — ~100,000 heterogeneous energy certificates (photos, OCR PDFs, spreadsheets) consolidated into one Postgres database with heavy LLM extraction, and the 2021 census turned into accurate heating maps across all 42 counties. Delivered ahead of deadline.

AI reads broker offerings from emails and flyers (vision), fuzzy-matches them against a property database, enriches them with neighbourhood data and generates Letters of Intent in one click.

A due-diligence consultancy's interviews turned into structured findings automatically — AI answers every agenda question, validates each answer against the transcript, and catches the unprompted disclosures that matter in a deal. Runs entirely on the firm's own in-country cloud.

A REST backend for a therapists' mobile app — 40+ workflows, 30+ endpoints, RAG per therapy method, a therapeutic agent behind a routing layer, audio/image/PDF input. Production with no critical bugs.

~60 AI use cases assessed on impact × feasibility for a Saudi Vision 2030 platform — distilled to 7 prioritised initiatives and a phased roadmap, with a working PoC of an AI photo-inspection assistant built to run inside the Kingdom.

From a file in a folder to a live ad — AI analysis of images and videos, French copy in three positioned variants, standardised naming and automated upload to Meta Ads.

Custom-trained models that build n8n workflows from a plain-language request — frontier-level quality, self-hosted, about a cent per workflow.

IT and AI architecture advisory for one of Europe's largest thermal-modernisation programmes — bottleneck diagnosis, AI use cases, GDPR and AI Act compliance, implementation roadmap.

A research project in a field I knew nothing about — 3D modelling, from zero to an interactive browser app in three days. A test of whether the method holds up outside my own expertise.