Energy operators: fleet-wide reliability across the mix.

Utility-scale energy operators run portfolios that span fossil generation, nuclear, renewables, storage, and midstream pipelines. Droz delivers fleet-wide reliability and applied-AI programs that work across these asset families — with a single data architecture, a single discipline language, and a single point of accountability.

§ Operating context

Why fleet-wide matters.

Energy operators with multiple asset families pay twice for reliability when each site contracts independently.

Inconsistent data architecture. Every site collecting condition data in its own format makes fleet-level rollups impossible.
Vendor fragmentation. Multiple reliability vendors at multiple sites means inconsistent severity grading and disconnected priors.
Capex justification. Capital cases are easier to defend when condition trends are normalized across the fleet.
Regulator and board visibility. ESG and reliability disclosures benefit from one source of truth.

§ Disciplines

Disciplines we apply.

DSC · 01

Vibration analysis

Generation, midstream pumps, wind turbines, refinery rotating equipment.

DSC · 02

Thermography

Switchgear, transformer fleets, solar combiners.

DSC · 03

Ultrasound

Leak detection, bearing lubrication, integrity surveys.

DSC · 04

Laser alignment

Drive-train alignment across asset families.

§ Assets addressed

Assets we monitor.

DZ-A · Rotating equipment

Fleet rotating fleet

Turbines · gearboxes · pumps

Turbines (steam / gas / hydraulic)Trended
Wind gearboxesTrended
Midstream pumpsTrended
Refinery compressorsTrended

DZ-B · Static equipment

Pressure boundaries

Boilers · heaters · pipeline

BoilersASME
Fired heatersInsp.
Heat exchangersInsp.
Pipeline piping & tanksNDT

DZ-C · Electrical & controls

Fleet switchgear

Switchgear · transformers · DCS

SwitchgearIR scan
TransformersIR scan
MCCsIR scan
PLCs · SCADA · DCSIntegrated

DZ-D · Production lines

Fleet lines

Generation · midstream · renewable

Generation trainsTrained
Midstream stationsTrained
Renewable arraysTrained
StorageTrended

§ Standards

Standards we operate under.

ASME

Pressure-vessel & mechanical

API

Petroleum & pipeline standards

ANS

American Nuclear Society

ISO 10816

Vibration severity

§ Software layer

Software services for this industry.

SW · 01

AI-Driven Asset Intelligence

Fleet-wide pattern recognition; normalized severity grading across asset families.

SW · 02

Reliability Data Platform

One data architecture across asset families and sites.

SW · 03

Cloud Migration & Architecture

Historian unification; data-lake patterns for ESG and board reporting.

§ Engagements

Case studies.

CS · 01

Engagement case studies forthcoming

Cross-references to refinery, power-generation, and nuclear engagements live in the case-studies index. Anonymized fleet-program summaries appear there.

CS · 02

More engagements →

Browse the case-studies index for anonymized engagement summaries across other industrial sectors.

Energy operators: fleet-wide reliability across the mix.