Evals for Siemens

PLC code development in SCL and LAD

Generating and adapting control logic that is consistent with the structure, tags, and hardware present in the user's project rather than generic sample code.

Automated test and validation generation

Producing test cases and validation steps for generated or existing logic, and reporting what was and was not covered.

ECAD-to-TIA compliant project generation

Turning ECAD inputs into complete automation projects and surfacing mismatches or missing inputs instead of silently filling gaps.

Project-context grounding and scope limits

Reading the existing TIA Portal project for context, and distinguishing tasks the agent can execute from those requiring engineer review or sign-off.

Energy and sustainability workflows

Energy use analysis and efficiency optimization reporting tied to actual metered data for the sites in scope.

Operations and maintenance issue resolution

Surfacing, prioritizing, and routing operational issues across connected building systems.

Safety and security applications

Application-level coverage of building safety and security use cases on the shared platform.

Digital twin and IT/OT data integration

Unifying assets, BMS points, meters, and documents from multiple systems into a single queryable source of truth.

Planning-to-operations continuity

Carrying long-term planning assumptions into real-time operational decisions on a common backbone.

Asset management and metering on shared data models

Reusing harmonized asset and metering data consistently across workflows rather than per-tool silos.

Flexibility orchestration and system-wide visibility

Coordinating distributed assets and grid capacity decisions with visibility across the operated system.

Open integration of third-party and custom applications

Interoperating with non-Siemens technologies and customer-built applications on the platform.

Asset condition and health monitoring

Equipment condition, operating data, and health status across distributed electrification assets.

Load and microgrid management

EV charging load control, dynamic load management, and microgrid data transparency for renewable utilization.

Distribution grid visibility and fault detection

Oversight of distribution stations and street cabinets, and fault monitoring across overhead and substation networks.

OT security posture support

Continuous inventory, vendor-agnostic vulnerability and baseline management, and the associated workflows.

Designcenter CAD product engineering

MCAD and ECAD design work and workflow-specific bundles across startup to multinational scale.

NX CAM machine and robot programming

Programming CNC machine tools, controlling robots, and driving 3D printers from one integrated system.

Part quality monitoring in the CAM workflow

Monitoring part quality as part of the manufacturing program rather than as a separate downstream step.

Toolpath optimization via NX CAM plug-ins

Digital-twin-driven feed rate and spindle speed optimization surfaced through plug-ins such as SenseNC.

Siemens Xcelerator portfolio and partner offerings

Discovering Siemens and third-party seller products and how partner solutions extend a Siemens product.

Open interfaces and third-party interoperability

Documented openness claims across platforms, including app-based and third-party provider integration.

Trial, consultation, and guided-tour onboarding

Free trial start, consultation requests, and guided tours as first-run paths into a platform.

Industrial AI positioning and partnerships

How AI capabilities and the NVIDIA collaboration are represented relative to what a given product ships today.