Where should a business start with AI?
A 5-step framework to go from a real bottleneck to a testable pilot — before buying more tools or building an oversized system.
Read the article →AI for real work
Perspectives for the people accountable for implementation
We don't chase tech news. The Visun AI blog focuses on decisions, processes, data, people and how to evaluate an AI application inside a business.
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5 signs your business is not ready to build an AI Agent
When the process is unclear, the data is unstable or no one is accountable, an Agent just makes mistakes run faster.
Coming soonHow to write pass/fail criteria for an AI pilot
Set the evaluation conditions before the team gets carried away by a polished demo.
Coming soonWhich data should never go into public AI tools?
A way to classify data by risk, usage rights and sensitivity.
Coming soonHuman-in-the-loop is more than an “Approve” button
Design the right stopping points, the information approvers need to see and the accountability after each decision.
Coming soonFrom Excel reports to a controlled AI workflow
How to narrow the scope, standardise inputs and handle exceptions in the context of Vietnamese businesses.
Coming soonAI does not replace an operating strategy
Powerful tools only work when processes and responsibilities are already clear.
Read the article →When should you automate a task?
Identify the right processes before investing time and budget.
Read the article →In-house AI training: what determines whether it gets applied?
From generic content to the specific problems of each department and team.
Read the article →Have a process you want to analyse in more depth?
Share your real context so Visun AI can help your business find the right starting point.