Most owners have watched an AI pilot start with an exciting demo and end with a handful of enthusiasts.
Nexio Projects, a boutique ESG and sustainability consultancy of about 45 people, took a more deliberate route. It defined what AI should help with, set guardrails and gave employees a practical reason to use it.
What Nexio Projects did
According to a Dust customer story, Nexio set up a cross-functional AI task force with someone from every department, mapped its workflows and experimented internally before rolling out assistants connected to systems including SharePoint.
The vendor reports 88% daily active usage across the team four months in, around 95% of HR questions resolved without a colleague stepping in, and four to six hours saved per week for each salesperson. Nexio also wrote an AI ethical use policy, requires a named person to own every output and kept existing document permissions in place. The supplier published these results, and nobody has audited them independently.
What it already gives the business
This already goes well beyond a document library. Nexio has shown connected retrieval and a working adoption model.
So the useful question for Nexio is which business decisions could improve once the firm connects human experience across its engagements.
The ExValu perspective, a hypothesis
Where a Company Brain could take it next
One ESG consultant learns why a client struggled with supplier data. A second knows a fix that worked. Colleagues in sales see similar questions turning up in new proposals.
A Company Brain with the right permissions could suggest a reusable diagnostic or a new service. The firm would still need to check demand, margins and confidentiality before treating it as a product.
What an owner and a buyer would look for
Adoption numbers are encouraging, and a buyer will want more. Keep evidence of business outcomes: billable utilization, proposal win rates, delivery margins, repeat business and how well knowledge holds up when people change.
Keep client information separated, check contractual permissions and make sure every AI output can be traced to a human reviewer.
The problem behind this case
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About this analysis
* The image is AI-generated and does not show Nexio Projects staff. The facts and figures on this page come from the published source named below.
This is an independent ExValu analysis of a published case. Facts and figures are as reported in the source below, which our team checked on October 9, 2026. The ideas for next steps are our own perspective and make no claim about conditions inside Nexio Projects.
Primary source: Vendor customer story, Dust. Available at dust.tt/customers/how-nexio-projects-reached-88-daily-ai-usage-in-4-months-with-dust.
Research cross-check: ExValu working research, Company Brain Research 2, case inventory of October 6, 2026.