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How specialist AI agents research, argue and vote under rules, and how to keep your data yours while they do.
Specialist AI agents that research, argue under rules, vote and hand you minutes. Here is what that means, how it differs from a chatbot, and when it is worth having.
Read the postThe two costs that matter are building the team and running its sessions. Here is how both work, why every session should have a cap, and what our packages cost.
Read the postBefore building agent teams for clients, we run one on our own simulation and machine-learning research. Here is what one overnight session produced, and the rules we added after things went wrong.
Read the postFabricated AI citations have cost large consultancies refunds and retracted reports. A governed agent team does the first research pass with every source cited and checked, so partners review instead of redo.
Read the postManufacturers decide constantly on suppliers, materials, capacity and change requests. A governed agent team weighs cost, risk, quality and emissions data, and keeps a record for customers and auditors.
Read the postProperty decisions mix energy data, compliance deadlines, capital plans and investor scrutiny. A governed agent team argues them out with sources and leaves a record investors and auditors can follow.
Read the postAI booking agents are starting to compare hotels and tours for travellers. Tourism firms need prices, terms and sustainability claims that stand up. A governed agent team weighs the evidence and keeps the record.
Read the postThe EU's Digital Omnibus moved the AI Act's high-risk deadlines back, but not the duties. An AI answer you cannot explain is still a liability. Minutes, sources, a tamper-evident log and a cost line make it defensible.
Read the postIn October 2026 Google turned Gemini into a workplace agent with its own identity. Before you switch on agents that act, five questions tell you whether one assistant is enough or you need a team that argues, votes and keeps a record.
Read the postThe Bank of England and FCA's 2026 survey found most responding firms run AI agents, almost all for decision support. If you are starting out, begin with one decision your team keeps revisiting. A 7-point checklist.
Read the postA single AI assistant gives one confident answer and leaves no record. A governed team has to argue, object with a fix and vote, and that is what makes its answer safe to rely on.
Read the postThe UK Information Commissioner's Office opened a call for evidence on agentic AI and data protection on 8 October 2026. Here are the five paths by which AI agents can leak company data, and the control we put on each.
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