Hapax

About Hapax

Hapax inverts the usual arrangement between a business and its AI tools. Rather than asking you to become a prompt expert, it observes how your team already works, identifies what is worth automating and builds the agents itself. The conceptual model is stimulus and reaction: a deal closes and five teams need to act; a customer escalates and a chain of responses fires. Hapax maps those triggers into what it calls a World Model — a living map of which events trigger which workflows, who needs to act and what the downstream effects are — and its Proactive Advisor uses that map to autonomously build and deploy agents that handle the response, with no configuration and no engineering time. On top sits a human-AI operating system: shared projects where people and agents collaborate with persistent context, and where agents contribute without being prompted. A multi-agent layer runs specialised text, voice and workflow agents that peer-review each other's output. Governance is built in from the start with audit trails, role-based access and compliance controls, and the vendor's published customer material leans toward regulated verticals — it also runs an AI certification programme for bankers. Published outcomes claim thirty-plus AI solutions deployed in the first ninety days, ten to fifteen hours saved per employee per week, over 80% team adoption and under twenty-four hours from opportunity to deployed solution.

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