Strategy
Six Yes/No Questions That Reveal Your GenAI Product Maturity
Part 1 of 3: Score yourself before you read on
Give yourself 1 point for each statement that is true.
What's your score out of 6?
6
6
GenAI Production Readiness
1
Your team has a precise, quantitative definition of quality that everyone measures the same way.
+1
2
Your platform can measure quality continuously at scale, without evaluations becoming too expensive to run.
+1
3
Your platform can detect when your product evolves or customer behavior drifts, and close eval gaps before users feel the impact.
+1
4
Your platform can take advantage of a new model the same day it launches.
+1
5
Your platform can route each LLM request to the lowest-cost model that can answer it correctly.
+1
6
Your platform can keep learning from your data over time and handle all of this continuously without consuming your best people.
+1
0 – 2
Demo. Quality and cost are unmanaged.
3 – 4
Partial. Flywheel isn't closed. Costs will climb.
5 – 6
Product. Quality compounds. Costs decline.
Curious what each question really requires and what it costs to leave one unanswered?
Read Part 2: How to improve your score, with or without Divyam.AI →Divyam.AI Whitepaper
Want the full picture in one document?
Download the Divyam.AI Whitepaper: the infrastructure gap, six capabilities your team needs, and what it delivers in practice.