Wherever your data and AI stand today,we engineer the next layer.

We assess where you stand — fragmented data, early dashboards, or production AI — and build with you from there. Data and AI are evaluated together, in one engagement, at your level of maturity.

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Where are you?
L1
Fragmented data
L2
Early insights
L3
AI in production

“Data mobilisation is not a precursor to AI. It is the first act of AI.”

AI projects fail because of what sits underneath them — not the model, the vendor, or the prompt. The organisations that succeed are the ones that built the data foundation first. Once that is in place, the AI layer follows quickly.

The framework

Three layers. One connected system.

01

Data Foundation

Unified, quality-checked, documented data you own and control. The prerequisite for everything else.

02

AI Insights

A custom intelligence layer built directly on your data. Dashboards, natural-language queries, automated insight generation.

03

Custom Applications

From your foundation to applications that think, decide, and act. RAG pipelines, agentic workflows, production-grade LLM systems.

Running alongside all three

Developer Velocity

The fastest-growing companies are using AI to make their own engineering teams dramatically more productive — at every stage.

◆  What we do

Services

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01

Data Foundation Audit

A structured diagnostic of your entire data landscape — mapping where your data lives, how it flows, where it breaks, and what needs to happen before AI can be built on top of it.

3–4 weeks
02

Data Mobilisation & Unification

We consolidate your fragmented data into a single trusted platform you own and control. Everything unified, quality-checked, documented, and ready for AI.

6–12 weeks
03

AI-Powered BI & Insights

Dashboards your team can trust, natural-language interfaces that answer real business questions, and automated insight generation tailored to how your organisation actually works.

4–8 weeks
04

Intelligent Application Development

We start from your business problems — not a technology. LLM systems, agentic workflows, knowledge bases — the technology follows the use case.

4–8 weeks
Runs alongside all packages

AI Developer Velocity

The fastest-growing companies use AI to make their engineering teams dramatically more productive — automated monitoring, self-healing systems, intelligent on-call, agent-driven development workflows, and a shared platform every developer can build on.

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◆  The reality

Where most companies actually are.

Where most companies are

  • —Data scattered across 8–15 disconnected systems
  • —No single source of truth for any key metric
  • —60–70% of time spent finding and cleaning data
  • —AI projects start — and stall — repeatedly

What becomes possible

  • ✓All data unified, trusted, and under your control
  • ✓AI-powered insights grounded in real, clean data
  • ✓Engineers shipping AI features in days, not months
  • ✓Compounding productivity gains across every team
◆  Who we are

Practitioners, not theorists.

Engineers and operators. Based in Berlin. Working with companies across Europe and India.

Meet the team →

Ready to start? Let’s talk.

Every engagement starts with a free 30-minute conversation.

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