Nicknamed 'The Gambler', Baggish was banned by the Darts Regulation Authority on May 2nd amid claims of suspicious activity during a MODUS Super Series event.
Darts' governing body was alerted to strange betting patterns in matches involving the 42-year-old, specifically relating to bets on the 180 market.
Baggish was set to play in Finals Night of the series after qualifying through the group stage, but was withdrawn shortly before the event without reason.
A statement from the organisers read: "MODUS Super Series acknowledges today's announcement by the Darts Regulation Authority regarding the suspension of Danny Baggish pending an investigation into an alleged breach of betting integrity regulations.
"We are cooperating fully with the DRA throughout its investigation. As is standard, we will not comment on the substance of an active regulatory matter.
"The integrity of the sport is fundamental to MODUS Super Series – as a tournament organiser, as a broadcaster, and as a partner to the wider darts ecosystem. We support the DRA in its role of safeguarding that integrity.
"No further comment will be issued until the DRA's process is concluded."
Baggish – a former PDC Tour Card holder – said he plans to fight his corner and appeal the suspension.
"I have obviously been battling this ongoing allegation," Baggish said on social media. "I won't say anything just yet, but I won't lay down over assumption. That is all!
"I'm OK with the messages and questions. I have nothing to hide! Thank you!"
Baggish returned to playing this year following the tragic death of his 19-month-old son to cancer in 2025.
He won his first match back in the MODUS Super Series and celebrated with an emotional tribute to his late son.