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Understanding PoC, Prototype, MVP, and Pilot in Software Development

When building software, companies move through different stages to validate, design, and test their products before launching at scale. The four key stages—Proof of Concept (PoC), Prototype, Minimum Viable Product (MVP), and Pilot—each serve a distinct purpose in the software development lifecycle.

PoC, Prototype, MVP, and Pilot: What's the Right Order?

Many product teams assume that Proof of Concept (PoC), Prototype, MVP, and Pilot follow a strict order—but that's not always true. Depending on your project's risk, audience, and goals, these stages can overlap, repeat, or even be skipped entirely.

How AI and No-Code Tools Are Making Custom Software Accessible for Every Business

When to choose between SaaS and custom solutions.

12/03/2025

Michael Eva

3 min read

Development, AI, No-Code