Hungarian Public Procurement Authority
AI & data mining solution for structuring domestic public procurement data, plus a RAG-based legal chatbot.
- 5+ years
- 100k+ XML docs
- 100% EU compliance
Proof
Selected work,
woven to last.
Public sector, enterprise software, automation, training and infrastructure — every reference from our portfolio, in its own weave group.
Flagship case studies
Three engagements documented end to end: baseline, intervention, human review points, measured outcome.
Hungarian Public Procurement Authority
Structuring five years of public procurement — and making it searchable in plain language.
A national authority sat on 100,000+ unstructured XML tender documents. We built the AI and data-mining pipeline that structures them, plus a RAG-based legal chatbot that answers case handlers with citations.
- 35 → 6 minmedian research time per query, measured over 8 weeks after rollout
- 100k+documents structured and searchable, full 5-year retrospective coverage
- 2.4%post-review correction rate, down from 11% at baseline
FPI EVIT — eVIT Geospatial Platform
A geospatial desktop platform, plus agents that quietly give the team its day back.
For a specialist engineering firm we built a native C++ geospatial analysis application and a set of AI-agent automation flows — turning repetitive analysis prep and reporting into supervised machine work.
- ~60–100 h/dayperson-hours reclaimed across the team — modeled from logs, confirmed by leads
- 5.6k+lines of purpose-built C++ in the analysis engine
- 24/7agent availability with human checkpoints during work hours
Human Priority — National IT Championship
A national LLM competition category, run three years in a row.
We created and operate the official LLM category of the National IT Championship — curriculum, evaluation rubric and live operations for 10,000+ participants, built on industry standards.
- 10,000+participants across three consecutive years
- 3 yrsrunning consecutively — the category is now a fixture
- 100%of final scores human-reviewed against the published rubric
The full portfolio
Public Sector & Data
HPPA — Procurement Curation
Training ML models combined with LLMs to build an automated curation workflow for Hungarian public procurements.
- ML+LLM hybrid pipeline
- Automated curation
HPPA — EU Data Due Diligence
Mapped XMLs and extracted information from all Hungarian public procurements retrospectively for EU data due diligence.
- 5-year retrospective
- 100% coverage
OTP Group — AI Curriculum
A comprehensive AI curriculum built for distinct corporate personas.
- 5 personas
- 2–4 days per track
Enterprise Software
JAO S.A.
Enterprise software for European electricity market Transmission System Operators — a publication platform for major industrial software solutions.
- 3.5 TB daily data
- 99.9% availability
FPI EVIT — Unidoctum Connect
AI agent-driven automation flows with a Python backend and TypeScript frontend.
- Agent driven
- Full stack
FPI EVIT — eVIT Geospatial Platform
A native C++ desktop application for specialized geospatial analysis, alongside AI-agent automation workflows.
- 5.6k+ lines of code
- Active AI agents
- 60–100h saved daily
AI & Content Automation
Euronet — Intelligent Document Filling
AI agent-driven automation flows for intelligent document processing and template filling.
- Auto filling
- Agent driven
y2y — Automated Post Creation
Automated blog post creation for various platforms with fine-tuned language models.
- Fine-tuned models
- Multi platform
HPPA — Internal Chatbot
An in-house chat interface that understands Hungarian law, governance rules, and internal documents.
- RAG architecture
- Hungarian language
Verlag Dashöfer — LLM Research
Webinars about AI and LLMs, plus a published article on the same subject.
- Webinar series
- Published article
Training & Education
GriffSoft Hungary — AI Consulting
Corporate trainings related to AI and ML and their integration into existing systems.
- Corporate training
- ML integration
Termometal — Corporate Training
A 4-hour intensive professional training session.
- 4h intensive
Atev — Corporate Training
A comprehensive 6-session professional training series.
- 6 sessions
Human Priority — LLM Competition
Created and managed the LLM category for the National IT Championship.
- 3 years running
- National competition
Development & Infrastructure
MndWrk — Custom Software Solutions
Continuous delivery of scalable web, cloud, and mobile applications — AI-enhanced digital assistants, e-commerce platforms, and loyalty systems for clients including Perkly, Calivitum, and Euroform.
- Web · Cloud · Mobile
- AI full-stack
Apex Lab — AWS Development
Targeted AWS cloud development projects and infrastructure updates.
- AWS native
- Cloud infrastructure
MndWrk — Professional Presentations
Professional presentations on innovative IT and AI topics.
- 3–4 presentations
- IT & AI