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Jeff Bezos explains the perfect way to make risky business decisions

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"Most decisions should probably be made with somewhere around 70% of the information you wish you had," Amazon CEO Jeff Bezos said in his annual letter to shareholders, released Wednesday. "If you wait for 90%, in most cases, you're probably being slow."

Bezos was explaining how he goes about running the massive company Amazon has become — 341,000 employees — like a startup.

That's a concept he calls Day 1. The Day 1 mantra is so top of mind for him that the building he works in is named Day 1, "and when I moved buildings, I took the name with me," he said.

One of the tenets of the Day 1 mentality is to make faster decisions, he said.

But it's not just about speed. Anyone can pick things fast willy-nilly.

"You have to somehow make high-quality, high-velocity decisions," Bezos wrote. "Easy for start-ups and very challenging for large organizations."

He outlined a few steps for that:

1. Learn to work with just enough data, aiming for most of what you need (70%) instead of gunning for near certainty (90%).

2. Get comfortable with uncertainty by staying flexible after the decision is made. "Many decisions are reversible, two-way doors," he said. For those decisions that can be easily undone, use "a light-weight process." He wrote that you can tell if it's a lightweight decision by answering the question "So what if you're wrong?"

3. Instead of focusing on avoiding mistakes by making perfect decisions, become a master of "quickly recognizing and correcting bad decisions. If you're good at course correcting, being wrong may be less costly than you think, whereas being slow is going to be expensive for sure."

4. Finally, for the biggies — those decisions that are not reversible or that have a big effect on customers, employees, or partners — turn the idea of buy-in/approval on its head. Go with "disagree and commit."

"If you have conviction on a particular direction even though there's no consensus, it's helpful to say, 'Look, I know we disagree on this but will you gamble with me on it? Disagree and commit?'" Bezos said.

This is one of Amazon's core values, and, as we've previously reported, it's used to decide which new products to pursue, including Alexa and the Echo.

Bezos said this concept applies to bosses, including himself:

"If you're the boss, you should do this too. I disagree and commit all the time. We recently greenlit a particular Amazon Studios original. I told the team my view: debatable whether it would be interesting enough, complicated to produce, the business terms aren't that good, and we have lots of other opportunities. They had a completely different opinion and wanted to go ahead. I wrote back right away with 'I disagree and commit and hope it becomes the most watched thing we've ever made.'"

When you disagree and commit, it's not about holding an "I told you so" over other people's heads, he said. It's a chance for people to hear an opposing point of view but move ahead with action and everyone's full support, even if the holdouts never changed their minds.

In other words, "'You've worn me down' is an awful decision-making process," Bezos said. "It's slow and de-energizing" — but "a high-velocity decision-making environment is more fun."

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Julie Bort was Business Insider's Editor at Large for the Tech team. She loves investigating stories and shedding light on the tech industry's most amazing people.Here's a small sample of some of Julie's work.Former Pinterest employees describe a traumatic workplace where managers humiliate employees until they cry, Black people feel alienated, and the toxic culture 'eats away at your soul'Sex, tequila, and a tiger: Employees inside Adam Neumann's WeWork talk about the nonstop party to attain a $100 billion dream and the messy reality that tanked itInsiders say WeWork's IT is a patchwork of cheap devices and Band-Aid fixes that will take millions to fixWeWork's toxic phone booths were created in-house by its Powered by We business70-hour weeks and 'WTF' emails: 42 employees reveal the frenzy of working at Tesla under the 'cult' of Elon MuskElon Musk works so many hours at Tesla, employees are constantly finding him asleep under tables and desksHow this woman went from a Pizza Hut employee to a founder of a $4 billion startupAn Oracle insider explains how some salespeople gamed the system to sell more cloudTHE TAKEDOWN OF TRAVIS KALANICK: The untold story of Uber's infighting, backstabbing, and multimillion-dollar exit packagesMicrosoft is in talks to buy GitHub, a startup at the center of the software world last valued at $2 billionThe alarming inside story of a failed Google acquisition, and an employee who was hospitalizedInside Facebook's plan to eat another $350 billion IT marketHow a registered sex offender wound up living in an Airbnb hosting unsuspecting guestsA controversial ex-banker is the person who really runs Twitter — and he's gambling the company's future on one risky betSecret passages and skipped meals: Oracle's CEO gave us a rare peek at what it really takes to run a $37 billion companyHP told some employees to choose between becoming contractors with no benefits or being fired without severance'I felt like we were being extorted': Customer says Oracle tried to strong-arm him into a cloud saleHow the queen of Silicon Valley is helping Google go after Amazon's most profitable businessAirbnb host: A guest is squatting in my condo and I can't get him to leaveLIES, BOOZE, AND BILLIONS: How one of the fastest-growing startups in Silicon Valley history raised $580 million then spiraled out of controlGitHub is undergoing a full-blown overhaul as execs and employees depart — and we have the full inside storyWhen she's not writing for Business Insider, Julie can usually be found on the trails, on my mountain bike, or on my skis, if you know where to look.