The platform isn’t the destination
A strong engineering team can build model access, a vector store and a few chat interfaces in months. But transformation doesn’t come from infrastructure. It comes from changing how thousands of employees and millions of customers work every day.
The hidden cost of building
- Constant maintenance and upgrades as new models arrive every few months.
- Rebuilding permissions, audit, evals and guardrails for every use case.
- Competing with big tech for AI engineers.
- Teams busy running the platform instead of solving business problems.
The right question to ask
Instead of “should we build it ourselves?”, ask “which capabilities truly differentiate us?”. Knowledge of your customers, processes and proprietary data is a competitive advantage. Model plumbing is not.
Invest in what only you can do. For everything else, use what is already proven.
A smarter combination
The most effective approach is to adopt an enterprise-ready platform while building internal capability to own it: designing use cases, governing quality and scaling.
