The Gunners have finished second in each of the past three campaigns and the coach believes they will need to be better than ever if they are to win the title as the competition in the league is fiercer than ever.
Asked if this is the time for his team to win silverware, Arteta said: "Every year we have to see how things develop but I see the right balance in terms of maturity, experience, youth, hunger and all these ingredients are there.
"The thing is there are another six, seven, eight clubs in the league that have the right ingredients to win and there is only going to be one winner. So we have to focus a lot on the things that we can control, that we can do, to achieve what we want at the end of the season."
Arsenal have already spent more than £120 million in this summer's transfer window - with further arrivals expected - and Arteta feels that the outlay is necessary if the club are to win a first league crown in more than two decades.
The manager said: "It is getting more and more competitive each year. The level is increasing. We know that so our demands have to increase as well.
"But we have also been very active in the market. We have to improve the players we already have which is a massive objective after that. And then, set the right fundaments and the right principles in pre-season to get the team ready with the best possible shape and availability to start the season.
"The only thing that they were talking about at the end of last season and the first day through the door is, 'OK, how are we going to be better? How are we going to do more?' We know that we are so close now in two big competitions and we just want to make the next step. There are going to be a lot of details and moments that have to go our way. We have to push for that to happen."