Project management
Planning and managing IT and data projects, from concept to delivery, with a focus on goals, deadlines and budgets.
Data · AI · Project leadership
We find the signal in your data.
Data Prospectors combines decades of enterprise project experience with AI, LLMs and agentic systems, across the full data lifecycle, from first concept to a solution that keeps running.
What we do
Six ways we work with you
Architecture design & reviews
Scalable architectures for data-intensive systems and AI, plus expert reviews for stability and efficiency.
Project assessments
Analysis of data and AI projects to identify optimisation potential, with actionable recommendations.
Requirements engineering
Gathering, analysing and documenting requirements, for clear communication and results that hold.
Development
Tailored software for data processing, machine learning and AI: modern, efficient, scalable.
Operations & DevOps
Running data-intensive operations, introducing efficient DevOps practice, and optimising cost.
Focus areas
Technology
What we actually build with. These tools are in our own repositories, not just on a slide.
Languages
- Python
- TypeScript
- Go
- Bash
Data and storage
- PostgreSQL / pgvector
- ClickHouse
- SQLite
- Redis
- MinIO / S3
- SQLAlchemy
- Apache Superset
Pipelines and automation
- Prefect
- Dagster
- Docker
- GitHub Actions
AI and LLM
- Claude API
- OpenAI API
- Gemini API
- Pydantic AI
- MCP
- Hugging Face
Local models, on your own hardware
- llama.cpp
- llama-swap
- Qwen3
- Gemma 4
- Muse Glimmer
- AMD ROCm
Web and interfaces
- React
- Tailwind CSS
- Next.js
- Astro
- Streamlit
- Vite
Operations and quality
- Dokploy
- Traefik
- Hetzner
- pytest
- Playwright
- Ruff
On top of that, platform and delivery experience from enterprise projects at banks and telecoms that we bring with us but do not run ourselves here:
From enterprise projects
- Azure / MS SQL
- Azure Cloud
- Oracle (Exadata)
- Databricks
- Microsoft Fabric
- Cloudera
- Google Cloud
- Apache Kafka
- LangChain / LangGraph
- n8n
- Jira
- Confluence
Founder
Gernot Greimler
Founder
Former developer, business analyst and project manager with deep experience in IT management and data-driven solutions. Extensive background in large enterprises (data warehousing and big data) across banking and telecommunications, as well as startups focused on data science, AI and LLM-powered agentic systems. Specialised in bridging technology, business processes and AI-driven automation to deliver measurable value.
About us
Data Prospectors was founded in Austria and brings together experts with decades of experience delivering IT projects. Our core strength lies in data and the full data lifecycle, enhanced by deep expertise in AI, LLMs and agentic systems.
We support you as agile project managers, business analysts, developers and DevOps specialists, from initial concept to fully delivered solution. The focus is on solving complex data and IT challenges and building sustainable, scalable systems.
With a flexible network of freelancers and offshoring partners, we make sure you have the right experts for every requirement.
Blog
Field notes on data architecture, AI-assisted engineering, and what actually holds up in daily use.
All posts →
Contact
Let's talk about your data
A short message is enough. We reply within one working day, with a real assessment rather than a sales pitch.
- Gernot Greimler
- Meeting
- Book a call
- Location
- Vienna, Austria