Petrochemical & Process Industries
Petrochemical Maintenance Reporting & Failure Analysis Software
SMAC helps petrochemical and process industry teams write structured maintenance reports for pumps, compressors, heat exchangers, and piping systems — and conduct AI-guided failure analysis to stop repeat equipment failures.
The challenge
Why petrochemical teams struggle with maintenance documentation and failure analysis
Maintenance reports that lack the detail needed for reliability decisions
In petrochemical plants, maintenance reports for pumps, compressors, heat exchangers, and piping systems are often too brief to support reliability analysis — missing the measurements, observations, and context that would allow engineers to identify degradation trends.
Failure investigations that stop at symptoms rather than root causes
When a pump fails or a heat exchanger fouls, the investigation often identifies the immediate cause — wear, fouling, corrosion — without tracing back to the process, design, or maintenance practices that allowed the failure to occur.
Knowledge lost when experienced engineers leave
Petrochemical plants rely heavily on the institutional knowledge of experienced engineers. When those engineers retire or move on, the failure history, workarounds, and lessons learned they carry often leave with them.
How SMAC helps
Purpose-built features for petrochemical and process plants
Structured maintenance reports for process plant equipment
ReportImpulse™ guides maintenance engineers through consistent reporting for pumps, compressors, heat exchangers, piping systems, pressure vessels, and instrumentation — capturing the measurements, observations, and recommendations that support reliability analysis.
AI-guided failure analysis for petrochemical equipment
RootLens™ structures failure investigations for pump failures, compressor trips, heat exchanger fouling, piping corrosion, and process upsets — mapping contributing factors across process conditions, maintenance history, and design parameters to identify true root causes.
Turnaround and shutdown inspection documentation
During planned turnarounds, ReportImpulse™ enables inspection teams to capture findings on mobile and generate complete technical reports — reducing the documentation backlog and ensuring all findings are recorded before the plant returns to service.
Institutional knowledge that survives personnel changes
Every completed investigation is stored in a searchable library. When an experienced engineer retires, their failure history and investigation methodology is preserved in the platform — accessible to the next generation of engineers facing the same equipment challenges.
Example workflow
From maintenance finding to searchable failure library
Capture maintenance findings in the field
Maintenance engineers record observations, measurements, and photos using the ReportImpulse™ mobile app — structured prompts ensure all critical data is captured for pumps, compressors, heat exchangers, and other process equipment.
AI generates the maintenance report
ReportImpulse™ assembles field inputs into a complete, structured maintenance report with findings, severity ratings, and recommendations — ready for review by the reliability or maintenance manager.
Trigger a failure investigation when needed
When a significant failure or recurring defect is identified, launch a RootLens™ investigation from the maintenance record — all context and findings carry over automatically.
AI guides the root cause analysis
RootLens™ walks the team through contributing factor mapping across process, mechanical, and maintenance domains — identifying root causes and assigning corrective actions with full documentation.
Build a searchable failure library
Every completed investigation is stored and searchable. When a similar failure occurs on another train or at the next turnaround, your team can instantly surface past investigations and proven corrective actions.
Frequently asked questions
Can SMAC handle maintenance reporting for rotating equipment like pumps and compressors?
Yes. ReportImpulse™ is used for maintenance reporting on centrifugal pumps, reciprocating pumps, centrifugal compressors, reciprocating compressors, and other rotating equipment in petrochemical plants. The structured reporting format captures the measurements, observations, and recommendations that support reliability analysis.
How does RootLens™ help with heat exchanger failure investigations?
RootLens™ guides the investigation team through contributing factor mapping for heat exchanger failures — covering process conditions (fouling, corrosion, thermal stress), mechanical factors (tube degradation, baffle damage), and maintenance history. The result is a structured investigation that identifies true root causes rather than stopping at symptoms.
Is SMAC suitable for use during petrochemical plant turnarounds?
Yes. ReportImpulse™ is well-suited to turnaround environments where large numbers of inspections and maintenance activities are conducted in a short window. Teams capture findings on mobile during the turnaround and the platform generates complete reports — reducing the documentation backlog that typically follows a major maintenance event.
How does SMAC help preserve institutional knowledge in petrochemical plants?
Every inspection report and failure investigation completed in SMAC is stored in a searchable library. When an experienced engineer retires or moves on, their failure history, investigation methodology, and lessons learned are preserved in the platform — accessible to the next generation of engineers facing the same equipment challenges.
Ready to improve maintenance reporting and failure analysis in your petrochemical plant?
See how SMAC helps petrochemical teams write better maintenance reports, investigate equipment failures faster, and build the institutional knowledge that prevents repeat failures.