AI Project Canvas consists of three major parts: Build, Deploy, and Manage The Manage part is related to human and financial resources need to finish the project with success. The Deploy part is to put the Machine Learning model into production. The Build part relates to the Exploratory Data Analysis that needs to be performed in order to extract information from data. It consists of nine building blocks that combined together create a three-stage workflow Build-Deploy-Manage. AI Project Canvas What is an AI Project canvas?Īn AI Project Canvas is a detailed plan for Team Leaders, Project Managers who create products and services powered by AI. Taking inspiration from a Business Model Canvas, created by Alexander Osterwalder I have build an AI Project Canvas. Looking at the bigger picture might help AI teams explore the main goal, potential scope, and difficulties long before writing the first line of code. I found that there is a need for a tool that might help managers collect and combine all major components of the whole project in one place. One of the main reasons why they have problems is a lack of awareness that AI projects are very different from traditional IT projects. That causes a very high rate of failed projects that don't go beyond the piloting stage.
Why I need this?Īs a deep-tech consultant, I have noticed that Project Managers struggle with IT projects powered by AI.
Visualize important components, activities, and potential risks long before the first line of code. AI Project Canvas will help you succeed with the next AI initiative.
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