The companies that spent two years selling AI coding velocity are now selling governance of that velocity.
The companies that spent two years selling AI coding velocity are now selling governance of that velocity.
𝐓𝐡𝐞 𝐜𝐨𝐦𝐩𝐚𝐧𝐢𝐞𝐬 𝐭𝐡𝐚𝐭 𝐬𝐩𝐞𝐧𝐭 𝐭𝐰𝐨 𝐲𝐞𝐚𝐫𝐬 𝐬𝐞𝐥𝐥𝐢𝐧𝐠 𝐀𝐈 𝐜𝐨𝐝𝐢𝐧𝐠 𝐯𝐞𝐥𝐨𝐜𝐢𝐭𝐲 𝐚𝐫𝐞 𝐧𝐨𝐰 𝐬𝐞𝐥𝐥𝐢𝐧𝐠 𝐠𝐨𝐯𝐞𝐫𝐧𝐚𝐧𝐜𝐞 𝐨𝐟 𝐭𝐡𝐚𝐭 𝐯𝐞𝐥𝐨𝐜𝐢𝐭𝐲.
That is the tell.
ServiceNow announced last week that their AI coding agent ships with mandatory governance built in — free, by default, across every deployment.
Their own VP framed the problem they are solving: AI-generated code produces apps that "too often look ready but aren't."
That sentence was written by a vendor. About their own category.
This is not a product announcement. It is a market signal. When enterprise software companies start bundling governance as the default — not the upsell — it means enough customers hit the wall to make the pain structural. We have seen this pattern before. It happened with cloud security. It happened with DevOps compliance. Speed ships first. The governance layer follows when the incidents start.
The difference this time is the speed of the gap. AI coding adoption outpaced the governance conversation by years in most organisations. The incidents did not wait.
What this announcement quietly confirms is the thing most vendor briefings will not say directly: the deployment model matters more than the model itself.
Choosing the right coding agent is the easier decision. Governing what it produces at scale is the harder one.
Tomorrow I am publishing a longer piece on exactly that — what the research actually says about AI in software engineering, and where the decisions that matter are being missed.
→ 𝘞𝘩𝘦𝘯 𝘢 𝘷𝘦𝘯𝘥𝘰𝘳 𝘮𝘢𝘬𝘦𝘴 𝘨𝘰𝘷𝘦𝘳𝘯𝘢𝘯𝘤𝘦 𝘧𝘳𝘦𝘦 𝘢𝘯𝘥 𝘥𝘦𝘧𝘢𝘶𝘭𝘵 — 𝘱𝘳𝘰𝘥𝘶𝘤𝘵 𝘥𝘦𝘤𝘪𝘴𝘪𝘰𝘯, 𝘰𝘳 𝘢𝘥𝘮𝘪𝘴𝘴𝘪𝘰𝘯?