demi

Organizational knowledge is fragmented today: distributed across files, tools, and minds – without a shared context. Strategies are created, but implementation falls apart into manual handoffs, copy-paste, and isolated systems.

demi is an AI-based Knowledge & Commercial Operating System for industrial SMEs. It builds a Digital Company Twin as a semantic single source of truth: a living model comprising products, target markets, customer roles, assets, processes, and market and competitive knowledge.

This twin is the basis for not only collecting knowledge, but also for continuously generating and reusing strategies and results from it.

Based on the Twin, the demi generates, for example, go-to-market strategies, market and competitor analyses, campaigns, social media content, and structured lead and contact lists, all the way to CRM-compatible datasets and integrations into existing systems. All outputs are versioned and stored in the Twin, remaining traceable, up-to-date, and reusable – instead of disappearing into individual documents after a short time.

At demi, AI is not a co-pilot, but a controllable actor: with roles, rights, and an audit trail, it works directly on the same documents as the team. In this way, demi connects context, strategy, and execution, transforming company knowledge into a sustainable system for marketing and sales results – from strategy to implementation.