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If this has happened to your team, you did not run a bad project. You ran a normal one.
Security, compliance, reliability, contracts. Every client has its own specifications. Prove the system can be trusted and you have earned the signature. Nothing ships before that.
A review cannot pass a product nobody answers for.
It is not only AI agents. An API integration on a server. An internal tool. A data migration. Wherever nobody owns the last mile, the work waits.
Where most projects have an actively engaged sponsor, 76% meet their goals. Where fewer than half do, 46%.
The same report names the engaged sponsor as the top driver of projects meeting their goals. In 2018, one in four organisations named inadequate sponsor support as the primary cause of failed projects.
The Standish Group calls the executive sponsor the owner of the project, and says every project needs a committed sponsor or product owner.
The sponsor pays. Someone else has to carry the project every day until it ships. Product manager, project manager: the name changes. What matters is that someone takes the chair.
Whoever takes it knows this road already: the specifications that change with every client, the security review, the team that has to hold together through it.
I have seen this pattern again and again.
The pattern is always the same. And it hurts, every single time.
Find out early whether it hurts enough. 'Do I really need this?' is a valid answer. It should arrive in week one, not month six.
Name the owner and earn the trust of whoever signs. Trust is the road, so they walk it with you from day one.
Build the smallest thing, show it, learn, repeat. A pilot that waits is a loop that stopped.
I am Pablo Ramos-Sánchez, Product Lead at Arquestra. I took it from a classroom observation to an AI agent platform on the table of a large chemical company, and made the call to keep data and compute inside the customer's environment. Before that: first hire at Exomatter, where enterprise clients adopted the product, and a PhD in chemistry from KU Leuven with Covestro.
If you recognised the pattern, tell me where yours got stuck.