Pulp & Paper

FMEAs for paper machines, recovery boilers, and pulp lines. From your work orders.

We extract failure modes from your CMMS, manuals, and process data to generate FMEAs, mitigating tasks, and PM optimization plans for every critical system in your mill.

<3 weeks
first FMEA delivered
70-95%
engineer-ready accuracy
Mill-wide
failure visibility

What we do for pulp & paper

Built for your workflow.

Paper Machine FMEA

FMEAs for press sections, dryer cans, calenders, and winders. Built from work order evidence and OEM documentation.

Recovery Boiler Analysis

Failure analysis for recovery boilers, lime kilns, and causticizing systems. Severity and criticality rankings aligned with safety requirements.

Pulp Line Reliability

Failure modes extracted across digesters, washers, and bleach plants. Patterns that manual analysis misses.

Bad Actor Identification

Rank equipment by failure frequency, production impact, and maintenance cost. Data-driven priorities.

PM Optimization

Compare maintenance tasks against actual failure data. Surface missing inspections, wrong intervals, and redundant checks.

Private AI Deployment

On-premise or cloud. Air-gapped available. SOC 2 controls. Your data stays in your environment.

AI Companion

Search across manuals, drawings, SOPs, and work orders. Ask questions, get cited answers. 40+ tools in one interface. 34 languages, online or air-gapped.

Troubleshooting Intelligence

Describe a symptom. Ranked probable causes with historical context and resolution steps. First-time fix rates improve with every interaction.

Data Quality & Operational Insights

Score every work order for completeness. Heatmaps show quality trends across teams and shifts. Recurring patterns surface automatically.

Case Study

Results from the mill floor.

We work under NDA with pulp and paper operators. Request a detailed case study for your use case.

Request case study

Is this for you?

Who this is built for.

Mills with 5+ years of maintenance data, existing CMMS systems, and continuous improvement programs targeting unplanned downtime.

Brownfield

Existing operations

5+ years of work orders. We extract failure modes, build FMEAs, and optimize your maintenance program from operational data.

Greenfield

New installations

No operational history yet. We work from OEM manuals and design specs to set up your reliability program from day one.

Compliance
ISO 55001
IEC 60812
TAPPI standards
ISO 14001
OSHA PSM
NFPA 85
The Partnership

Three phases. Clear gates. You decide at each one.

Each phase has a deliverable and a go/no-go gate. We earn the next one.

Phase 1

Prove It

Weeks 1-3

1 critical asset. Risk ranking. Draft FMECAs. Data quality scores.

Gate
80-90% draft-ready FMECAs pass engineer review → expand

Phase 2

Expand

Months 2-4

Roll out to additional assets and process areas. Engineer review workshops. Maintenance strategy optimization.

Gate
Is the site seeing measurable impact on downtime and maintenance costs?

Phase 3

Operate

Months 5-12

Living strategy: continuous updates from new work orders. Cross-site intelligence. Ongoing data quality monitoring.

Gate
Renew and expand to additional sites.

Book a working session

Bring one manual. We show you what yours missed. 30 minutes.

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