An agent platform that runs three business functions end to end, not a chat window.
AI Offices is the agent platform behind Buckler. Built on AWS with direct AI lab subscriptions, it organises 22+ agents into squads that own a business function end to end — technology operations for client companies, demand generation, and client-dedicated automation.
Architecture |
AI Offices is a platform of 22+ AI agents running on AWS with its own orchestration layer and direct subscriptions to Anthropic, OpenAI, DeepSeek and MiniMax rather than a single reseller. Agents are organised into squads, each owning a function end to end. 
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Three business functions |
CTO as a Service — the squad that runs technology operations for client companies. Growth Partner — the MaJandro five-pillar framework executed inside Weblox. Agents as a Service — agents built and dedicated to a single client's processes. |
Language & Technology |
Python backend, containerised with Docker and deployed through a CI pipeline with end-to-end test coverage. The frontend is React, sharing the component, auth and state packages used across every Buckler product. 
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AI models |
Agents are not tied to a single vendor. AI Offices holds direct subscriptions to Anthropic, OpenAI, DeepSeek and MiniMax, and routes each task to the model that suits it — reasoning depth, speed or cost — without the client changing anything. 
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Why it matters |
Most agent demos stop at a chat window. AI Offices is wired into the operations it serves — the agents act on real state in IT Ops, Work Balance and Weblox, which is what turns an agent from a toy into a colleague. |
Integrations |
Agents act on the systems a client already runs rather than on a copy of their data. Today that means Microsoft 365 through Microsoft Graph and Google Workspace — mail, calendar, files and directory — with the agent authenticating as the organisation, not as a shared account. 
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