Industries
Infrastructure & Utilities
Utilities and public works run on telemetry that arrives faster than anyone can watch it, and on asset records split between three systems and a filing cabinet. We engineer the systems that read that telemetry and surface what is worth a call-out — on a treatment plant, a lift station, a substation, or a fleet.
Sectors we work in
Utilities & GridWater & WastewaterPublic Works & Transportation
Where it stalls
You have probably seen at least one of these.
Each of these is a place where the data, the systems, and the people who own them stopped lining up. The free assessment starts by finding which one you are actually in.
Thousands of sensor streams arrive every minute and an operator reads a fraction of them.
A pump fails and its maintenance history is in a spreadsheet nobody has opened since the last person retired.
The historian holds ten years of data and no one has ever asked it a question.
A consent decree needs a quarterly report and the numbers are assembled by hand every time.
What we install
Four layers, engineered together.
The same four layers we build everywhere, described here in the terms this work actually takes. See every capability.
L1
AI & Intelligence
Models that learn what normal looks like on your equipment, then flag the departures worth a call-out.
AgentsRAGApplied MLModel integrationEvaluation
L2
Data & Knowledge
Telemetry, work orders, and asset history in one place, so a fault and its maintenance record arrive together.
PipelinesRetrievalQualityAccessGovernance
L3
Product & Workflow
Alerts that reach the operator on shift, in the tool they already watch.
ApplicationsInterfacesIntegrationsAutomation
L4
Platform & Operations
Monitoring that runs on your infrastructure and holds up once the load is real.
CloudDeploymentInferenceObservabilityMLOps / LLMOpsSecurityCost
Free assessment
Start with the part that costs nothing.
Point us at one asset class and its telemetry. We will tell you what a model could catch, what it would miss, and what the data has to look like first.
- Highest-value opportunity
- Current blockers and readiness gaps
- Data and system dependencies
- Security and compliance mandates
- Recommended next step
- A path forward, with or without RegainFlow
No cost · No obligation