THIS PAPER EXAMINES THE CURRENT TREND OF DEPLOYING EXPERT SYSTEMS FOR MANUFACTURING APPLICATIONS ON PERSONAL COMPUTERS. APPLICATION DOMAINS INCLUDE DIAGNOSTICS, PROCESS CONTROL, FORECASTING, AND CUSTOMER SERVICE. REPRESENTATIVE OF OFF-THE-SHELF PRODUCTS AND CUSTOM APPLICATIONS ARE DISCUSSED.