Use cases
Where to start with autonomous AI.
The best first system is repetitive, high volume and well understood. These four functions are where most organizations begin, each with people approving the actions that matter.
Customer support on LINE
Resolve routine requests end to end in Thai and English, and hand the rest to your team with full context.
FinanceAccounts payable and reconciliation
Read invoices, match payments, flag duplicates and prepare the close, with every entry approved.
RevenueLead response and qualification
Reply to every enquiry in under a minute, research the account and keep the CRM current.
PeopleRecruitment screening and onboarding
Assess applicants against the role with cited evidence, schedule interviews and run onboarding. People decide.
Choosing
How to pick your first function.
Five tests help: is the volume high enough to matter, are the rules well understood, is the data available, is the cost of an error tolerable, and can the result be measured? A function that passes all five is a good first system. One that fails the cost-of-error test can still be automated, but at a lower level of authority, with people approving each action.
Read the full checklist in how to choose the first function to automate, and see how authority is extended in autonomy is a dial, not a switch. If you are weighing tools, compare autonomous AI, chatbots and RPA.
By industry
The same functions, in your sector.
Questions
Use cases, answered.
Which function should we automate first?
The one that is repetitive, high volume and well understood, where an error is easy to catch and reverse. For many Thai organizations that is customer messages on LINE, lead follow-up or reconciliation. We map your options and recommend one in the first week of an engagement.
Do these systems replace our team?
They take on the repetitive, rules-based work. Your people spend their time on customers, judgement and growth, and most organizations redeploy the capacity rather than reduce roles.
How much authority do the systems have?
As much as you grant, and no more. Most begin at Level 2, where people approve each action, and advance through five levels as measured performance justifies it.
How long does a first system take?
Most first systems move from mapping to production in three to six weeks, depending on the number of systems involved and the approvals required. See pricing and engagement.
Begin
Tell Primues where work slows down.
Primues will outline the opportunity and connect you with an architect from our team, on LINE or this website.