Conservation planning is challenging, with multiple, often conflicting demands on an area of interest. To date, most tools that can help us make decisions are task specific and technical. We have developed a flexible and powerful framework that can help solve these problems. The goal is that non-technical stakeholders can devise high-quality, data-driven spatial plans in just one hour.