The companies that direct coding agents best will win. Everyone else will watch.

Every company will use coding agents. Not every company will benefit.

Coding agents are no longer experimental. They are shipping production code today. Within the next 12 months, every serious engineering and analytics organisation will be using them. That part is inevitable.

But having agents is not the same as gaining an edge. Most organisations will hand agents vague requirements and get back fast, confident, wrong outputs. The agents will build exactly what they are told — and what they are told will be unclear, unfocused, and disconnected from business value.

The bottleneck has moved.

For years, the constraint on data and analytics delivery was speed. Building a dashboard took weeks. Training a model took months. Getting data from source systems was a project in itself.

Coding agents removed that constraint. A task that took a team two weeks now takes an afternoon. But this speed exposed a deeper problem: most organisations cannot clearly articulate what is worth building.

The new bottleneck is not delivery. It is decision clarity. And that is where the competitive advantage lies.

Speed without direction is just expensive motion.

95% of GenAI pilots fail to deliver measurable value. AI project failure rates have doubled compared to traditional IT projects. Organisations are producing more outputs, faster, with less certainty about whether any of them matter.

The problem is not the agents. The problem is that nobody told them what to build.

The edge goes to whoever gets structured first.

The organisations that will leapfrog their competitors are the ones that solve the input problem. They will have a structured, repeatable way to go from business conversations to precise, machine-readable specifications. They will know exactly which decisions have money at stake, what questions need answering, and what data is required.

Their agents will not be guessing. They will be executing unambiguous instructions tied directly to business value. Every sprint delivers impact. Every build traces back to a decision with real money on the line.

Their competitors will still be writing Jira tickets by hand and wondering why their agents keep building the wrong thing.

This is what Business Value Fast does.

Eight guided workshops take your team from scattered requirements to a complete, costed specification. The output is structured so coding agents can consume it directly — no translation layer, no ambiguity, no guesswork.

You get clarity on what to build, confidence in what it will cost, and specs your agents can execute immediately. Your analytics team stops being a cost centre and starts being the fastest path to competitive advantage.