26/08/2026
Does your team sound like this?
Every time someone asks, “Where’s the document for this?”, three people go check three different places. And still nobody finds it in under 5 minutes🤯
That's what happens when project knowledge lives in docs, chat threads, or emails that nobody reads again.
When delivering a project for a mental health clinic in Australia, we set up a dedicated LLM Wiki for the entire project.
Every user story, product requirement, and design decision was automatically ingested, graph-linked, and queryable by anyone on the team.
The value extends to both teams.
⏹️ On our team, for example, if BAs needed to know how many times a patient could decline an appointment, instead of digging through specs, they just asked. The AI pulled the exact rule in seconds - with sources.
⏹️ Our clients can also make decisions with the right context, grounded in the product, business model, and customer data - not half-remembered conversations.
If your team is losing hours to scattered docs and decisions nobody can trace, it's not a people problem. It's an operations problem.
And that's the gap we close.
Learn more about how we help SMEs & enterprises transform operations with AI: https://enosta.com/ai-transformation-in-digital-operation/
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Enosta - AI-Native Digital Product Consultancy
📍 Vietnam - Australia - Canada
