Decision applications
Role-specific experiences for planning, diagnosis, optimization and assisted operations.
DNA TECH GROUPContact DNA / INTELLIGENCE SYSTEMS / 03
Applied AI for
operational systems.
AI and software for environments where recommendations become operating decisions—and where reliability, security and human judgment matter.
Systems onlineEnterprise AIIndustrial softwareSecure platforms
01
Deployment standard
Intelligence designed
for operating decisions.
Useful intelligence is specific. It knows the asset, the constraint, the evidence and the decision it is meant to improve.
A credible deployment begins with the operating problem and the people accountable for it. Required data, a bounded decision loop, controls and field evaluation precede broader scale.
02
Capability stack
From fragmented data to governed action.
What people use
Models + orchestration
Fit-for-purpose models, tools, retrieval and business rules assembled around a controlled workflow.
Operational data fabric
Streaming, historical and document data made observable, permissioned and meaningful.
Trust foundation
Identity, access, evaluation, auditability and human override engineered into the system.
Applied across the group
Shared intelligence methods.
Diverse physical outcomes.
Energy
Forecast and coordinate distributed assets
Improve day-ahead planning, storage dispatch and anomaly detection with models grounded in asset telemetry.
Agriculture
Turn field signals into timely intervention
Combine weather, crop and equipment data to prioritize work and use inputs more precisely.
Data centers
Balance workload, thermal and power constraints
Make capacity and cooling decisions with a unified view of service commitments and resource conditions.
03
Responsible deployment
AI governance and safety, integrated from the start.
We are committed to driving AI governance and safety through one integrated cross-functional standard. Engineering, security, legal, risk and operations share responsibility for evaluation, human oversight, deployment decisions and ongoing monitoring.
Purpose limitationData provenanceEvaluation before scaleHuman authoritySecurity by designOngoing monitoring
Explore our AI governance and safety commitment