Teams | Collaboration | Customer Service | Project Management

Not every AI knowledge base does the same job. Some are designed to deflect tickets before they reach your team. Others sit behind the scenes, feeding agents the right answer at the right moment. A few try to handle both roles, though the depth of each varies considerably. The decision usually comes down to three questions: Does the tool need to live inside a platform you already use, or can it operate independently? How much AI actually ships with the base plan versus what requires an upgrade?

Managing a distributed team involves much more than tracking when employees clock in and out. Businesses need accurate timesheets, productivity visibility, reliable payroll data, and a clear understanding of how employee hours translate into project costs and client revenue. The challenge is connecting these workflows without creating additional administrative work.

We’re delighted to announce that we’re now working with Arawa to support France's “fédération Matrix des collectivités.” Arawa has just started working with Adullact, the non-profit coordinating the usage of open source software within local authorities, and Déclic, the federation of OPSN (Public Digital Service Operators), to deliver and support its “Matrix pour les collectivités” project.

Most teams don’t necessarily have a communication problem, but they do have a communication volume problem. Slack pings, email threads, status update requests, hour-long calls, three tools tracking the same task... they all eat up the day. Research backs this claim up.