Your first AI pilot probably worked well enough to get attention. A support assistant answered common questions. A document workflow extracted fields from PDFs. A vision model flagged defects in a controlled test. Then practical constraints showed up. Latency spiked under load. Cloud bills climbed faster than expected. The team started debating models and prompts […]