Customer stories
How leading industrials scale their experts' judgment with domain-native agents — from the fab floor to the control room to the back office.
Semiconductor · Process Optimization
As circuits shrink to a few dozen atoms wide, the scarcity of expert engineers threatened productivity, cost, and knowledge retention. A semiconductor leader deployed Aitomatic agents as a process-optimization advisor delivering near-perfect answers to complex questions — from lithography anomalies to precise deposition parameters — while continuously learning from the company's own experts.
Faster time to diagnosis
Reduced downtime
Critical knowledge assets retained as experts retire
Industrial Operations · Field Services
In industrial boiler and field-service operations, the hardest failures happen off-shift, when the most experienced engineers aren't on site. A DanaOS agent, reasoning over decades of field-service expertise, caught and resolved a heat-exchanger issue in the middle of the night.
Human intervention required
Production lost
Expert-level coverage across every shift
Cold Chain · Predictive Maintenance
Across refrigeration and cold-chain assets, unplanned downtime risks entire shipments. DanaOS agents encode maintenance expertise to anticipate equipment degradation before it becomes failure — turning reactive service calls into predictive, prioritized action that protects uptime and product.
Financial Services · Data Management
Document-heavy review is exactly where encoded expert judgment scales. A DanaOS deployment reviewed 14,000 loan files in six hours, with a complete, auditable trail for every decision — work that previously took four analysts three weeks.
Reviewed in 6 hours
The previous manual baseline
Every decision traceable to its source
Building & Process · Automation to Autonomy
One of the world's largest industrial operators runs DanaOS agents across building and process operations — moving from monitoring and control to governed autonomy: perceiving anomalies, reasoning over decades of process expertise, and acting to resolve them before they escalate, with a human in the loop where the stakes demand it.
Anomalies detected and corrected automatically across thousands of sites — keeping occupants safe and energy in check.
Agents anticipate process deviations and guide or execute the fix, preserving the judgment of retiring operators.
Every autonomous action stays bounded, gated, and auditable — the only way autonomy earns trust in regulated operations.
Anonymized at customer request · building & process automation
Domain-native, sovereign, and getting smarter with every operation.
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