Enterprise AI vendors bet on embedded engineers to turn demos into durable products
Forward-deployed engineering, where vendor engineers embed with customers to wire AI products into real operating environments, has become a core sales and delivery model in enterprise AI. The piece argues the real test of this approach is whether repeated engagements shrink into pure services work or actually feed back into a more capable, reusable product over time.