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Our Software

Marshal

Answers are good. Finished work is better.

Marshal runs multi-step engineering jobs end to end: isolation plans, impact analyses, scope reviews. Human checkpoints sit exactly where your procedures require judgment and sign-off. The work arrives finished, with its evidence attached.

Most industrial AI stops at an answer

The backlog is not made of questions. It is made of work: isolations to plan, investigations to close, hazard reviews to run, change requests to process. The economic value lives in the work that follows the answer.

  • Briefed the way an engineer is briefed. Marshal plans each job from three sources, in order: the operator's request, the plant's own procedures, and standard practice. Where the plant has a procedure, Marshal follows it. Where it does not, it presents its plan first.
  • Grounded at every step. Every intermediate result cites its source on the graph: the sheet, the tag, the document revision. The audit trail writes itself as the work runs.
  • Finished means finished. The deliverable is the work product an engineer would deliver: the plan, the study, the analysis, ready for sign-off.

The workflows

Where customers start.

Five jobs, run end to end on the compiled graph. The list is where deployments begin, not where they end.

01

Process isolation

Every line feeding the work traced across sheets, every energy source enumerated, the plan drafted for an engineer to approve. Explore

02

Root cause analysis

The complete evidence file within hours: what failed, what was upstream, what changed, and which documents prove it. Explore

03

Hazard and operability

Nodes, deviations, and consequences drafted from the graph; your experts spend the study on the exceptions. Explore

04

Management of change

The change classified, the impact analyzed, the package routed, the documents updated. Explore

05

Turnaround scope

A risk-ranked scope where every job earns its place, with the evidence behind every work-list item. Explore

Division of labor

MarshalRuns the job

  • Traces the topology, pulls the history, sweeps the documents
  • Drafts the plan, the study, or the analysis, cited throughout
  • Assembles the evidence package as the work runs
  • Stops at every checkpoint and presents what it has

Your teamOwns the judgment

  • Chooses which steps require an engineer's sign-off
  • Reviews the evidence at each checkpoint and approves or redirects
  • Signs the finished work, with the record attached
Checkpoints where judgment lives. The checkpoint is not a disclaimer. Marshal stops at the steps your procedures reserve for an engineer, presents the evidence, and waits. Nothing proceeds past a checkpoint without a human decision, and every decision is logged.

“It did in an afternoon what my team had backlogged for a quarter.”

Senior process engineer, Fortune-100 refiner

All workflows The graph it runs on Where the trust is earned

Bring us the job at the top of the backlog.