After retiring, Wright worked in sales for around two years – self-confessedly without great success. After taking up coaching for Kent County Cricket Club, Wright enjoyed a successful coaching career with India, from 2000 to 2005, during which time the team improved immensely, winning a home test series 2–1 against Australia (which included the historic Kolkata test which India won coming back from a follow-on with Indian batsman VVS Laxman making 281*), drawing a test series against Australia in Australia 1–1 in a four-match test series in 2003–04 (Steve Waugh's farewell test series), winning a series against arch-rivals, Pakistan, and reaching the final of the 2003 Cricket World Cup held in South Africa, Zimbabwe and Kenya. The following months saw the team lose form, and series to Australia and Pakistan. In May 2005, former Australian skipper, Greg Chappell took over from Wright.