Earlier this year, I started a new business venture with a partner. We were going to solve a major problem, travel costs for small and medium-sized companies. After investing three months of our time and about $2,000, we decided to stop actively pursuing the opportunity. The reason? Several of our core assumptions turned out to be wrong.