From ‘Ready, Aim, Fire’ to ‘Fire, Ready, Aim’: Hiten Shah on AI’s Impact on Prototyping

In a recent LinkedIn post, Hiten Shah discusses a fundamental shift in product development strategy, driven by the advent of Artificial Intelligence. He argues that AI is making the traditional ‘Ready, Aim, Fire’ approach increasingly obsolete, paving the way for a faster, more iterative ‘Fire, Ready, Aim’ methodology.

Shah begins by contextualizing the historical necessity of careful planning, noting the high costs and risks associated with early attempts in product development. He states:

“Ready, Aim, Fire made sense when taking a shot was expensive. The first attempt could take years, cost millions, or put lives at risk. Thinking first was rational.”

The AI Revolution in Prototyping

According to Hiten Shah, the landscape has dramatically changed with AI. The cost and time required for initial attempts have plummeted, allowing for a radical acceleration of the development cycle. This shift, as Shah points out, means that AI can generate functional prototypes even while the core requirements are still under debate.

This capability, Hiten Shah argues, fundamentally alters the relationship between ideation and execution. Making the product itself becomes an integral part of the discovery process, rather than a subsequent step after all decisions are finalized.

Action Becomes Part of Thinking

Hiten Shah highlights the new economic reality of prototyping. The time spent on decision-making can now be weighed against the rapidly decreasing time required for building a functional version. He elaborates on this point:

“You can now spend a week deciding whether to spend an hour building.”

This inversion, where building is quick and cheap, allows for rapid experimentation. As Hiten Shah suggests, this iterative process is not just about speed; it’s about refining understanding through action. The insights gained from an early, AI-generated prototype can directly inform and shape the requirements that were previously a point of contention.

The ‘Fire, Ready, Aim’ Paradigm

The core of Hiten Shah’s argument is the emergence of a new operational paradigm: ‘Fire, Ready, Aim.’ This contrasts sharply with the traditional ‘Ready, Aim, Fire,’ which implies exhaustive preparation before any action is taken. In the new model, action—building and testing—happens almost immediately, and subsequent refinement (‘Ready’ and ‘Aim’) occurs based on the feedback from that action.

Hiten Shah previously explored this concept, noting its implications for innovation and product strategy.

“I wrote about what happens when action gets cheap enough to become part of the thinking.”

He concludes by succinctly stating the new imperative:

“Fire, Ready, Aim.”

This shift signifies a move towards more agile, experimental, and feedback-driven development, made possible by the advancements in AI that have drastically lowered the barrier to entry for creating initial product versions. Hiten Shah’s insights suggest that businesses that embrace this faster, more action-oriented approach are likely to gain a significant competitive advantage.