Brokk & Sindre

Practical work

Selected systems, products and data work that show what my judgments about AI rest on.

My advice comes from work I have been directly involved in. This is a selected view of the systems, products and decisions that have sharpened my judgment.

Boligselskabet Tranemosegård

Nine digital colleagues at Tranemosegård

Residents across eight departments needed answers grounded in their own documents, while employees also needed an internal role for daily operations.

9 digital colleagues: 8 department bots and one internal DriftBot437 of the organization's own documents as their knowledge base
GoMore

AI decisions for GoMore's leadership

GoMore/Getaround's leaders needed a grounded view of what AI could change over the next three years and which decisions would follow.

A 90-minute session and discussion for approximately 25 leadersBuilt on interviews, company research and documented development curves
Proof of Concept

Voice AI Companion for Elderly Care

Elderly citizens are lonely, and the technology they are offered often requires tapping buttons and reading screens. Many people simply cannot do that.

Real-time voice conversation in Danish via Gemini Live APIRemembers personal details across conversations
Helheim

AI-Powered Concert Company

How much of a real concert company can specialized AI agents reliably operate across booking, contracts, marketing, communication and payments?

AI agents handle booking, contracts and communicationAutomated marketing and social media
Smukfest

Crowd Flow Analysis for Smukfest

When thousands of festival-goers switch stages at the same time, bottlenecks form. Without data, it's guesswork where the problems occur.

500,000+ favorites from 25,000 guests analyzed1,168 crowd flows identified across 7 stages
Smukfest

AI-Powered Risk Assessment for Smukfest

Hundreds of artists, thousands of guests, and a security team that needs to prepare for everything from mosh pits to quiet jazz sessions.

AI automatically researches each artist as they're announcedRisk assessment per artist: crowd profile, intensity, density
Open Source / Public Data

Danish Data for AI: MCP Servers

Danish public registries such as Statistics Denmark and CVR require complex API calls and return large responses when AI systems use them.

80-95% token reduction through smart data transformation95%+ test coverage on the CVR MCP server
Realview

Agent-First API for Real Estate Data

Realview wanted to test how AI agents could work directly with its real estate data through a modern, structured interface.

Fully functional API + MCP server in 2 daysAI agents can run advanced analyses directly on housing data
BL - Danish Social Housing Association

Chatbot Platform for BL and Others

BL needed a scalable chatbot platform capable of serving multiple organizations safely, each with different knowledge bases, boundaries and requirements.

Platform serving BL and Esmark and previously JunkbustersFull RAG pipeline with organization-specific knowledge bases
IKEA (via Teradata)

Global Sales Forecasting

IKEA needed reliable sales forecasting across more than 30 countries with different market conditions, seasonal patterns, holidays and local demand.

Covered 30+ countries with local seasonal patternsForecasts for inventory and supply-chain planning
Brokk & Sindre

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