Enterprise AI leaders should build model-agnostic stacks: own the evals, own the models
realmadhuguru · x · 2026-08-28
Advice for enterprise AI leads: the highest-leverage move is making your AI stack model agnostic. Two investments:
- Now: build an eval suite that fully captures your use cases and business outcomes — most companies do this poorly;
- Within a year: build capability to post-train open models; the talent gap here is acute, so start planning today.
This lets you switch models, customize them, compare on your own workloads, and optimize quality, cost and latency. Own the evals, own the models.
Related event: Enterprise AI leaders urged to build model-agnostic stacks(2 posts)→
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