Creating Roadmap For an AI Platform

What AI platform teams should consider for their product roadmaps?

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The tech strategy goals of an organization are mainly realized by its tech platforms. Roadmaps for these products are essential to get buy-in from the key stakeholders within the organization. Thus the roadmaps are crucial for steering the tech strategy in the right direction.

A roadmap describes the way on a high level a team achieves its product vision. It can be represented in many different ways, such as a kanban board, a slide deck, an excel file, etc., showing details on a timeline.

Roadmap for AI Platform Product

AI visions of an organization call for platform products with heterogeneous capabilities. The organization needs platforms for

• exploratory development
• code version control, continuous integration, and continuous deployment
• data ingestion, feature management
• model version control, model management
• large scale online/batch training
• large scale online/batch serving
• …

Often times the organization cannot afford individual product teams for each of these…