💥Data-first NBA = data + metadata + rules + scoring + orchestration
This is a recipe for high cost, delay and miss alignment.
⭕ Most organizations approach Next Best Action with a data-first mindset. They start by collecting large amounts of data, preparing metadata like action catalogs and eligibility rules, then building orchestration layers with filters, ranking, and glue logic. This creates delays and high complexity before any value is delivered.
✨ The Decision-Centric Approach® starts with the decision itself. Only the required data is pulled at runtime. Eligibility, contact policy, ranking, personalization, and channel logic are all integrated inside the holistic decision model. NBA naturally emerges from decisions rather than being bolted on later.
The trade-off is clear: data-first looks easier at the beginning but grows complex over time. Decision-centric may feel like a hurdle upfront, but it delivers clarity, explainability, and faster value in the long run.
➡️ Read more at https://lnkd.in/gZVNAy7P
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Published September 4th, 2025 at 07:30 am
