Francis Marzynski
Founder, AIL Agency | Context before agents | I make founder-led service businesses AI-ready by building the operating memory their agents need to work reliably.
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Founder, AIL Agency | Context before agents | I make founder-led service businesses AI-ready by building the operating memory their agents need to work reliably.
Most companies are racing to bolt AI agents onto operations that live in Slack threads, scattered docs, half-filled CRMs, and people's heads. Agents don't fix that mess. They amplify it. I founded AIL Agency on one sequence: context first, agents second. Before a company can become AI-native, it needs a trusted operating memory — a single source of context that both people and AI can work from. That's what I build: AI-Native Context Warehouses for founder-led service businesses (~10-100 people). I turn tribal knowledge into a private, structured operating memory - company overview, priorities, processes, decisions, client and project context, operating rules — then put an AI assistant on top that answers real operational questions from that context, with sources. How it works: → AI ...