Hard-coded rules choked thousands of AI ideas. Decoupling permissions enabled Siemens to scale a secure GenAI platform to 150k users.
A global industrial technology company operating in over 200 countries across infrastructure, transportation, and healthcare sectors.
An explosion of employee interest in generative AI generated thousands of experimental ideas, but traditional hard-coded authorization logic could...
“In tech, everything is—or should be—around agility. But the AI space is nonlinear and highly unpredictable. We don’t know where the next innovation is going to come from.”
Industrial automation, smart infrastructure, and energy technology provider.
Helped Siemens implement the SiemensGPT platform and complex authorization for its AI agents.
Cloud computing platform and on-demand infrastructure services.
Siemens's Internal AI platform is part of this use case:
Related implementations across industries and use cases
Teams kept rebuilding agents others had already built—no shared standard, no way to find them. A mesh gave every agent a discoverable home.
Customers sifted through marketing pages for specs. AI agents now interpret intent to surface technical data, ending dead-end searches.
Flying blind with agents in critical infrastructure — raw logs the only window. Now production traces feed evaluation before every release.
Teams kept rebuilding agents others had already built—no shared standard, no way to find them. A mesh gave every agent a discoverable home.
Privacy rules bottlenecked AI scaling. A secure internal platform now cuts AML investigation time by days and security resolution by 50%.
Flying blind with agents in critical infrastructure — raw logs the only window. Now production traces feed evaluation before every release.
Quality reviews dragged for weeks, gated by a handful of specialists. Now employees build agents that move them through in about an hour.
Misclassified tickets drove needless escalations. Now, an AI agent auto-routes cases and surfaces 1-click resolutions for support teams.
Answers scattered across hundreds of SharePoint docs drove repetitive support tickets. An air-gapped AI now surfaces them in seconds.
Hard-coded rules choked thousands of AI ideas. Decoupling permissions enabled Siemens to scale a secure GenAI platform to 150k users.
A global industrial technology company operating in over 200 countries across infrastructure, transportation, and healthcare sectors.
An explosion of employee interest in generative AI generated thousands of experimental ideas, but traditional hard-coded authorization logic could...
“In tech, everything is—or should be—around agility. But the AI space is nonlinear and highly unpredictable. We don’t know where the next innovation is going to come from.”
Industrial automation, smart infrastructure, and energy technology provider.
Helped Siemens implement the SiemensGPT platform and complex authorization for its AI agents.
Cloud computing platform and on-demand infrastructure services.
Siemens's Internal AI platform is part of this use case:
Related implementations across industries and use cases
Teams kept rebuilding agents others had already built—no shared standard, no way to find them. A mesh gave every agent a discoverable home.
Customers sifted through marketing pages for specs. AI agents now interpret intent to surface technical data, ending dead-end searches.
Flying blind with agents in critical infrastructure — raw logs the only window. Now production traces feed evaluation before every release.
Teams kept rebuilding agents others had already built—no shared standard, no way to find them. A mesh gave every agent a discoverable home.
Privacy rules bottlenecked AI scaling. A secure internal platform now cuts AML investigation time by days and security resolution by 50%.
Flying blind with agents in critical infrastructure — raw logs the only window. Now production traces feed evaluation before every release.
Quality reviews dragged for weeks, gated by a handful of specialists. Now employees build agents that move them through in about an hour.
Misclassified tickets drove needless escalations. Now, an AI agent auto-routes cases and surfaces 1-click resolutions for support teams.
Answers scattered across hundreds of SharePoint docs drove repetitive support tickets. An air-gapped AI now surfaces them in seconds.