AiAdvisors
//Case studies

Case studies

I describe every implementation the way it really went: the problem, the solution and the measurable results.

Multi-marketplace e-commerce
Anonymized — ongoing engagement

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.

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Thedy & Partners
Tax advisory — AI assistant

A self-updating base of 538,000 tax interpretations, hybrid search, a research agent and opinion drafts. From ~12 hours of work to ~2 minutes.

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n8n-mcp
Own project — MCP infrastructure

The tool that lets AI agents build working n8n workflows — 21,600 GitHub stars and 100,000 users, including at Deutsche Telekom, PayPal, Mercado Libre, MIT and NYU. Built entirely agentically.

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AdBridge
Paid social — AI creative & copy

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.

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Real-estate investor (USA)
Anonymized — investor deal flow

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.

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World Bank — Clean Air Programme
World Bank — beneficiary NFOŚiGW

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.

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World Bank — Romania
World Bank — government of Romania

Hundreds of thousands of energy certificates (PDFs, scans, mixed formats) processed by AI pipelines into a single structured, searchable database for government administration.

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Woa (WooPro)
Mental health — mobile app backend

A REST backend for a therapists' mobile app — 27 workflows, 21 endpoints, RAG per therapy method, a two-agent system, audio transcription. Production with no critical bugs.

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Saudi Ministry of Industry
Public sector — AI strategy

~60 potential AI use cases assessed in an impact × feasibility framework — 7 prioritised initiatives, PoCs and a phased implementation roadmap for a Vision 2030 platform.

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//Contact

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or write: romuald@aiadvisors.pl · +48 695 263 884