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 not out), drawing a four-match Test series against Australia 1–1 in Australia 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.