Insights
Ideas, stories and practical perspectives on working with AI.
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CRM updates and follow-up through agents
Keep customer records moving: authorised agents prepare meeting context, log agreed next steps and draft follow-ups for review, without inventing unsupervised sends.
Read the storyLatest thinking
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Human approval gates in agent workflows
Owner, threshold, evidence trail: keep consequential agent actions not activated until a named person approves — illustrated with the AiAx United purchase-proposal demo.
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Company Brain: controlled context, not unrestricted search
AiAxBrain keeps company knowledge connected to owners, processes and authorised access — reviewed context for people and agents, not unrestricted search.
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Agent-native CRM: customer context from Workspace or the app
How AiAx CRM keeps the same customer records available to people in the apps and to authorised agents through CRM tools.
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Discovery and interview: map the work before you change it
How AiAx Discovery and Interview turn role-based conversations into a reviewed process picture and a pilot you can evaluate.
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Router and OpenWeight: route the task inside your data policy
How AiAx Router matches model effort to the work, while OpenWeight keeps local, cloud and EU hosting choices explicit, with zero retention only where required.
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From a field observation to a structured agent task
How a spoken site observation becomes a structured case with location, photos and follow-up, so agents can prepare the next steps within workspace permissions.
See the work
take shape.
Follow a request through the AiAx United workspace to a proposal ready for review.
Watch the workspace