Research & field notes
Documenting what it takes for AI employees to enter real work.
From executive brains and task safety to visual execution and multi-tenant entitlements, written from product and engineering practice.
跨越「试点到生产」的鸿沟:企业 AI 真正卡住的地方
88% 的企业已在用 AI,只有 31% 真正规模化。中间这 57 个百分点的落差,不是技术问题,而是交付问题。
FDE 是什么:把工程师放进你的现场,而不是把方案丢给你
前置部署工程(Forward Deployed Engineering)是 Palantir、Accenture 们验证过的交付模式。它到底意味着什么?
让智能体能「执行」,而不只是「对话」
企业要的不是又一个聊天机器人,而是能跨系统真正执行复杂操作的智能体。它需要什么样的能力底座?
私有化与信创:让 AI 落地满足合规底线
金融、政企、国央企的数据不能出域。私有化与信创就绪,不是加分项,而是能不能上生产的前提。
Start your enterprise brain
Give AI one real job first.
Tell us who does the work, how it happens, where time is lost, and which decisions must remain human. Together we will define the first entry point, execution boundaries and verifiable success criteria.
sales@substantia.ai · Shanghai · Enterprise AI employee deployment