However, implementation of the Goods and Services Tax (GST), which will unify more than a dozen separate levies to create a single market, may result in "some disruption" and "technological glitches" initially as traders and the smallest of businesses will have to file returns online, he added.
GST, which was originally planned to be implemented from April 1 but was deferred by three months, will be launched at a grand function in the historic Central Hall of Parliament on the midnight of June 30.
Jaitley said GST over the medium to long term will lead to higher revenues to Centre and states while also increasing the size of the economy and having a positive impact on the GDP.
"We should be prepared that when the switchover will take place. In the short-term, there will be some challenges," he said. "The reform step is for betterment. All reforms initially are seen as disruptive, and in the long run are seen as result yielding reform."
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"It is not a very complicated process," he said adding GST will check tax evasion and in the long run lead to rise in number of the assessees.
As many as 65 lakh assesses have already registered and more are expected to sign up. "65 lakh who have registered they did not face problem, the five who have faced problems are on Twitter," he quipped.
Ruling out deferring the rollout because of a small number of people who say businesses are not ready, he said when reforms are implemented "the first principle is you should never blink. If you blink, then you get derailed."
Jaitley said the government has already relaxed the dates for filing of initial returns and traders and businesses now have time till September 5, instead of previous August 10, for filing the returns and being ready.
"There is still two and a half months to be ready, but if he (business) is still not ready, I am afraid, but he doesn't want to be ready," he said.
Reminiscent of India's tryst with destiny at the mid- night of August 14-15, 1947, Parliament's historic Central Hall will host an hour-long function on the intervening night of June 30-July 1 to mark the rollout of GST
"The tax rates that has been fixed, that will apparently lower our tax revenues. But we are hoping that even after reducing rates the revenues won't come down because evasion would be checked in an efficient system," he said.
Asked about GST's impact on inflation, he said when tax rates come down it also has an impact on inflation, but it would also depend on monsoon and oil prices.
"In some cases, because there are public interest involved, we have in fact brought down the tax rates. On first principle, Centre and states have suffered a revenue loss but we are hoping to make up for that loss because of more efficient system," he said.
He said almost all states have cleared the State GST (SGST) Act, with the exception of Jammu and Kashmir and Kerala.
"I strongly believe that any state keeps out, both its traders and consumers will suffer loss. Because they will not get the benefit of input tax, they will have to pay tax twice and the consumers will get materials which is costlier than rest of the country. Also compensation package won't be given to states who do not implement GST," Jaitley said.