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Vision 2020 and Vision 2050

In the late 1990s, Kagame began actively planning methods to achieve national development. He launched a national consultation process and also sought the advice of experts from emerging nations including China, Singapore and Thailand. Following these consultations, and shortly after assuming the presidency, Kagame launched an ambitious programme of national development called Vision 2020. The major purposes of the programme were to unite the Rwandan people and to transform Rwanda from a highly impoverished into a middle income country. The programme consists of a list of goals which the government aimed to achieve before the year 2020. These include reconstruction, infrastructure and transport improvements, good governance, improving agriculture production, private sector development, and health and education improvements.

In 2011, the Ministry of Finance and Economic Planning (MINECOFIN) issued a report indicating the progress of the Vision 2020 goals. The report examined the stated goals of the programme and rated each one with a status of "on-track", "on-watch" or "off-track". Of 44 goals, it found that 66% were on-track, 11% were on-watch, and 22% were off-track. The major areas identified as off-track were population, poverty and the environment. By 2012, MINECOFIN's review found that 26% of Vision 2020's original indicators had already been achieved. While also highlighting key areas for improvement, the review made several upward revisions, including revising the GDP per capita target from $900 to $1,240. In the same year, an independent review of the strategy carried out by academics based in Belgium rated progress as "quite encouraging", mentioning development in the education and health sectors, as well as Kagame's fostering of a favourable business environment. The review also raised concerns about the policy of "maximum growth at any cost", suggesting that this was leading to a situation in which the rich prospered while the rural poor saw little benefit.

Upon completion of the programme in December 2020, Kagame announced Vision 2050, remarking that "Vision 2020 was about what we had to do in order to survive and regain our dignity. But Vision 2050 has to be about the future we choose, because we can, and because we deserve it." Vision 2050 focuses around the two main pillars of Economic Growth and Prosperity and High Quality of Life and Standards of Life for Rwandans. Vision 2050 is the programmatic articulation of Kagame's ambition for Rwanda to become an upper-middle income country by 2035, and a high-income country by 2050.