95% of enterprise AI pilots never reach production. The 22-page report explains why, and what the 5% are doing differently.
AI for SAP is not short on demos. It is short on production. Most pilots stall before they reach a real user, a real transaction, or a real audit. This whitepaper is a clear-eyed look at the patterns behind that stall, and a practical playbook for closing the gap on the SAP system you already run. Free download. No email theater.
Most AI on SAP looks great in a demo. Then it disappears.
Every quarter brings a new AI pilot. Few of them reach production. Fewer still survive an audit. The reasons are not what most teams expect. It is rarely the model. It is usually the execution: where the AI lives, how it interacts with the SAP core, who owns the workflow when it fails, and whether it can be governed without a six-month redesign. The Execution Gap is the distance between a working demo and a system real users rely on. This report explains how the 5% who close that distance actually do it.
Five things you will not get on a vendor demo.
- The four reasons enterprise AI pilots stall, with named examples from real SAP environments.
- Why ECC is not the bottleneck, and what to ship before any S/4HANA migration.
- How to think about copilots, agents, and orchestration without buying the marketing version.
- A governance pattern for AI on SAP that survives audit, not just go-live.
- The five-question test for separating production-ready AI from pilot theater.
What You'll Learn
This report draws on Neptune Software's work with SAP teams across manufacturing, energy, defense, and the public sector. Andreas Sulejewski, Neptune CEO, leads the practice. The arguments here are shaped by what these teams ship, not what vendors pitch. If you are tired of AI strategy decks that never reach production, this is written for you.
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