"I think Tall Poppy Syndrome is totally real and it's something we need to challenge," she said.
"There's this perception that there's not room for all of us at the top, but there is."
Entrepreneur and regional director for New Zealand Trade and Enterprise in North America, Claudia Batten, challenged Peterson's position that New Zealander's weren't innovative enough.
Batten said innovation isn't a problem for New Zealand businesses, but telling the story of the innovation on a world stage is where businesses struggle.
She said Maori were great storytellers, and New Zealand businesses should learn from the culture about how to get the business message out to more people.
"If we could bring great innovation and great storytelling together, we could set the world on fire," she said.
Rohit Shukla, chief executive of Larta Institute, said New Zealander's humble attitude could get in the way of showcasing the innovation happening here.
"There's a great deal of humility here, and it's charming, but get over it," he said.
Panellist Rebecca Gill, of Massey University, said the first step to innovation is critical thinking.
"How do you actually take a step back and think critically about why do I do the things the I do? Why do I assume a business needs to look a certain way when really the only reason is because it's always looked that way for the last 100 years."
Andy Symons of PwC said innovation needed to challenge the status quo.
"It's about asking questions, why do we do it like this? Is there a better way to be doing it? And is this what our customer really wants from us?"