A solution engine (31) of a vendor's highly-automated adaptive computer support system (10) for a remote customer (20) automatically generates proposed solutions, e.g., sets of support documents, as a function of diagnostic data received from a customer's computer system (23). The automatically generated solution can be subject to expert review (35) prior to publication (37) to the customer, e.g., when the automated system assigns a low confidence level to the solution. In addition, expert review can be triggered by feedback (39) from the customer once a proposed solution is communicated. The diagnostic data, solutions and feedback for an incident are packaged (at 41) as a "case" and entered into an historical case database (45). A solution function updater (43) updates the solution function as a function, at least in part, of the expert review and customer feedback.