Ground AI in your reality.
The consulting framework for building AI-powered organizations where knowledge compounds.
The consulting framework for building AI-powered organizations where knowledge compounds.
The future belongs to organizations that can harness it at scale. But right now, conversations happen in tools with zero institutional memory.
The first wave of generative AI proved that natural conversation is the ultimate interface. Speaking to AI in plain language and getting intelligent, contextual responses. This is how people work with machines from now on.
But there's a fatal flaw in how this power is being used today. Every brilliant conversation, every strategic insight, every decision rationale — it all lives and dies inside a chat window. Close the tab, and it's gone. Start a new thread, and you're back to zero. Organizations are generating more intelligence than ever before, and none of it compounds.
You cannot run an AI-powered organization on amnesia. The companies that win will be the ones that ground their AI in persistent, structured, institutional reality.
An AI-powered organization is not a single tool. It is an ecosystem built on memory, connectivity, people, and compounding intelligence.
The narrative and strategic truth. A structured knowledge base in markdown, human-readable and AI-readable, that all agents and people draw from.
The nervous system connecting AI to live operations. Secure, standardized bridges between agents and your existing ERP, CRM, and transactional systems.
Directors of intent, verifiers of output, keepers of quality. People are not replaced, they are elevated. Human judgment keeps the system honest.
From Iron Man suits at low autonomy to autonomous swarms executing complex tasks. Different work requires different positions on the autonomy spectrum.
The autonomic nervous system. Background agents that fetch, prune, review, link, and keep the organizational memory vibrant and current.
The soul of the framework. Output becomes memory. Memory enriches the next task. Knowledge compounds. The organization gets smarter with every cycle.
Every cycle makes the organization smarter. Output becomes memory. Memory enriches the next task. This is the soul of LumiLoop.
Human-readable and AI-readable. The universal format that bridges both worlds. No more work trapped in chat logs or buried in slide decks.
From strategy to implementation, from planning to operations. Different agents handle different stages, but POM connects them all with end-to-end coherence.
People provide intent and judgment. Agents provide speed and scale. Memory Curators maintain the knowledge. Together they form a deliberate, compounding system.
Transformation happens through deliberate slices. Prove the model works, then expand systematically.
Take one workflow end-to-end, from strategy to implementation, and make it AI-native. One department. One process. Full depth.
Take one proven capability and spread it across the organization. One tool. One practice. Full breadth.
We don't just advise. We architect, build, and transform alongside you.
The architecture and principles for building an AI-powered organization. The complete methodology, tailored to your context.
Hands-on guidance designing your POM, choosing agent environments, defining principles, and executing transformation through vertical and horizontal slices.
The workspace for knowledge workers. Where strategy, planning, and narrative work happens in collaboration with AI agents, grounded in your POM.
Two decades of building products, leading teams, and architecting systems. Now applied to the AI transformation.
Serial software founder. Founded and led Sweeply, hospitality SaaS in 26 countries. Founded and ran Kolibri, leading digital consultancy for Iceland's largest enterprises. Pioneered Agile in Iceland. B.Sc. Computer Science.
Large-scale systems architect. Acting Principal Engineer at Ripple building cloud trading infrastructure. Deep experience in crypto, genomics (WuXi NextCode), and gaming (CCP Games). M.S. Software Engineering.
Let's design your AI-powered organization together.
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