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Real AI Solutions for Real Challenges

From RAG chatbots to email agents – see how we deliver practical, EU-compliant AI that makes a difference.

AI for real-world impact

Featured Case Studies

AI Member Platform for a leading German association

A leading German association

How to enhance member access to collective knowledge with AI?

Challenge:: Association's member platform UI was outdated and lacked AI capabilities.
Solution:: AI-centred UX combining chat with traditional category filters.
Tech:: Microsoft AI Foundry, PGVector

Outcome:: Enhanced collaboration, automation, and search for members.

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A Leading Member Network RAG Chatbot

A Leading Member Network

How to make community knowledge instantly accessible?

Challenge:: Previous AI solutions were unreliable and failed to meet data accuracy needs.
Solution:: Low-code RAG chatbot delivered in 4 sprints, integrated into HumHub.
Tech:: n8n, Qdrant, OpenAI GPT-4 (EU-hosted)

Outcome:: 1,000+ members now get time-aware, accurate real-time answers.

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AI Email Agent for a leading donation platform

A Leading Donation Platform

How to handle email overload with AI?

Challenge:: Small impact org overwhelmed by enquiries; classic automation tools inadequate.
Solution:: AI email agent classifies emails and drafts responses for human review.
Tech:: N8N, Azure OpenAI

Outcome:: Pilot underway with positive feedback; full results expected 2026.

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GDV Knowledge Assistant

GDV

How to help experts navigate complex policy documents?

Challenge:: Insurance professionals needed quick access to policy information across thousands of documents.
Solution:: AI Knowledge Assistant that answers questions and references source material.
Tech:: Azure OpenAI (GPT-4o), Azure AI Search, Microsoft Entra

Outcome:: Faster access to relevant information with source citations.

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Civic Coding Initiative

Civic Coding

How to bring AI to 100 diverse social impact organisations?

Challenge:: Organisations across Germany lacked internal AI expertise.
Solution:: Tailored AI consultation for 100 projects under the Federal Government's initiative.
Tech:: Custom GPTs, RAG systems, n8n workflows

Outcome:: Scalable AI solutions deployed across diverse sectors.

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More Success Stories

Via Grief Room

Via

How to support grieving people with meaningful digital tools?

Challenge:: Malteser Hilfsdienst e.V. needed a digital space for grieving people to remember loved ones.
Solution:: Warm, safe digital memory room for friends and family to share and remember together.
Tech:: React, Node.js, custom UX

Outcome:: Meaningful digital support for grieving communities.

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Berlin Recycling

Berlin Recycling

How to validate a business concept without building a full platform?

Challenge:: Needed to validate customer data collection concept across the recycling industry.
Solution:: Product Lab and Design Sprint methodology with real users.
Tech:: Rapid prototyping, user testing

Outcome:: Validated insights that saved significant investment.

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EB Sustainability Scoring

Evangelical Bank

How to help businesses align with Paris climate targets?

Challenge:: Bank wanted to help clients measure sustainability, not just request ESG data.
Solution:: Scoring platform with CO2 equivalence and XDC metrics for 1.5°C alignment.
Tech:: Vue.js, Node.js, Kubernetes

Outcome:: Clients can now measure and track their sustainability independently.

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SDG Investments

SDGI

How to create a digital orderbook for sustainable bonds?

Challenge:: Needed a platform to connect investors with sustainable investment opportunities.
Solution:: Full product design, UX, and technical architecture.
Tech:: Custom platform development

Outcome:: Digital orderbook connecting investors with sustainable bonds.

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Simon Stegemann
Co-Founder & CEO

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