The admission comes off the back of a hugely improved display by Wales in their narrow defeat to Scotland, but against an Ireland team still firmly in the Guinness Six Nations title race.
After a run of 14 consecutive championship defeats stretching back to March 2023, Wales showed significant improvement in their 26-23 loss to Scotland.
Yet as they prepare to face an Ireland side fresh from a record-breaking 42-21 win over England at the Allianz Stadium, Tandy is keeping expectations grounded.
“We are at the point where we can go there and be competitive,” head coach Tandy said when asked if Wales could win in Dublin on Friday night.
“That’s where it is. If we are competitive and bring large parts of what we did against Scotland, then we’ll be in the game to get the result we all want.
“But just because we’ve had one good performance, or a performance that probably stacked a lot of moments together… if we start thinking automatically we are going to get a win based on that, I don’t think that’s where we are on our journey.
“It’s going to be a different challenge. Last time we were away from home against England you look at the start we had (Wales were 22-0 down after the opening quarter).
“The emotional control going to Ireland is a different stress point for us, but it is exciting and will be a really good test on that development piece.”
That reference to emotional control underlines Tandy’s central concern.
Playing at the Aviva Stadium against a side with Ireland’s pedigree represents a different level of pressure.
While Wales were competitive for long spells against Scotland, reproducing that composure away from home is another matter entirely.
Ireland, champions in 2023 and 2024, briefly appeared vulnerable after a heavy defeat to France in Paris and an unconvincing home win over Italy.
But any talk of crisis was emphatically dismissed by their demolition of England, the highest points tally they have ever recorded at Twickenham.
Tandy has little time for suggestions that Ireland are under strain.
“If you lose or you get one bad result there’s definitely a crisis,” Tandy said of Ireland.
“But they’ve got outstanding coaches and outstanding players.
“They’ve got lots of experience of playing in big Test matches and European Cup finals, and they are stacked with British Lions.
“Teams like Ireland have a little bump in the road, but they always come back because they’ve got so much experience to draw on. I don’t think there’ll be any stress in their camp.”
While Wales seek incremental progress, Ireland head coach Andy Farrell has reshuffled his side for the round-four clash in the Six Nations Championship.
Nick Timoney is handed his first championship start after impressing from the bench in earlier fixtures. Jack Conan returns in the back row following illness, prompting Tadhg Beirne to move into the second row.
In the front row, Tom O’Toole replaces the injured Jeremy Loughman, while Ronan Kelleher is restored at hooker.
Out wide, Jacob Stockdale comes in for the sidelined James Lowe, with Farrell opting to give the 2018 player of the tournament another opportunity to cement his place.
Wales have made three alterations of their own, two enforced.
Dan Edwards steps in at fly-half for the injured Sam Costelow, and James Botham replaces Taine Plumtree in the back row.
Ellis Mee - who showed such promise on his debut against Ireland a year ago - is also recalled after missing out against Scotland.
Tandy was particularly keen to highlight Edwards’ reaction after being left out previously.
“Dan was obviously disappointed in not being picked against Scotland but the way he reacted was outstanding.
“He got behind the team and run the opposition plays, but also you can see it has given them a little bit more energy.
“We want to create competition and that will push us on to be the team we want to be.”
For Wales, the language is telling. There is no brash declaration of ending their losing streak on Irish soil.
Instead, Tandy’s emphasis is on growth, resilience and handling the psychological demands of a high-intensity Test match environment.
Against a battle-hardened Irish side brimming with Lions experience and title ambition, the task is formidable.
But if Wales can replicate the structure and spirit shown against Scotland — and withstand the “different stress point” Tandy anticipates — they may yet take another meaningful step forward on a long rebuilding road.
