In the battle against drug use at the Paris Olympics, the International Testing Agency plans to deploy a more streamlined, high-tech approach to identify and target potential cheats.
According to ITA Director General Benjamin Cohen, the potential tools at the agency's disposal include biological and performance passports as well as a mountain of other data.
Upgraded software – possibly using artificial intelligence – could also help, while an investigative unit aided by whistleblowers was making inroads, along with increased cooperation with sports bodies and police.
The ITA – which was founded in 2018 – runs the anti-doping programme for the Olympics, the Tour de France and "more than 65 international organisations".
For Cohen, a Swiss lawyer who has headed the agency since its creation, the challenge is to refine the "risk analysis" and identify athletes to monitor using as little time and resources as possible.
The problems, however, have been accentuated in the run-up to the Paris Games.
"We still have 30,000 potentially qualifying athletes and we cannot wait to have the final list to focus on the 11,000 participants," Cohen said.
"Certain doping practices enable athletes to achieve results very quickly," he said.
"Traditionally the pre-Olympic period is high-risk time ... the last moment to make a difference.
"Athletes know that they will be very closely monitored at the Olympics, so I would hope that very few, if any, will be tempted to take drugs in the Olympic Village in Paris," he added.
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At the Games, only medallists are automatically tested, but ITA wants to find ways to target potential dopers before the finish.
Cohen maintains the ITA tries to identify patterns: They look at the demands of each discipline and the substances it might tempt athletes to use.
Then the agency looks at delegations and "the history of doping in that country".
Finally, it scrutinises each individual athlete and "the development of his or her performances, any suspicious biological passport profiles, suspicious anti-doping tests, and so on."
"That's hundreds of thousands of pieces of data."
'Risk analysis'
"Today we have our own software, and the next stage" will involve "programming computers to extract this data, because we still do a lot of this work manually."
After that, the ITA hopes to "seize all the opportunities offered by artificial intelligence", provided "we use these new tools ethically."
"If it's done properly," he said. "AI will enable us to go much further in risk analysis and prediction."
The ITA is also developing a "performance passport" as a counterpart to the long-established biological passport.
The objective is to predict results on the basis of what an athlete has done over the last four years.
"Artificial intelligence will enable us to say: 'this is really an unusual result, which could suggest doping'," he said. "It could help us flag them."
The performance passport project was initially tested in swimming and weightlifting, two indoor sports where athletes compete in identical environments each time.
Weightlifting also happens to be one of the two sports – along with athletics – that have returned the vast majority of positive tests at Summer Olympics.
In 2021, the ITA carried out "a major investigation into weightlifting" and that enabled them to set up a specialised unit in cooperation with the sport.
"Cycling is a particular focus" but "other sports are beginning to understand the benefits of gathering intelligence, having anonymous sources and promoting whistleblowers.
"It's a new method that complements traditional testing."
The ITA has been working to build links with law enforcement and exploit 'synergies'.
"They are bearing fruit," he said, referring to the case of 23-year-old Italian cyclist Andrea Piccolo, arrested on June 21 by the Italian Carabinieri who caught him returning to the country with growth hormones.
"ITA asked the Italian authorities to open his luggage, which would not have been possible six years ago," Cohen said.