MAP / AI Reliability Knowledge Hub

Keep the knowledge.
Prevent the failure.

Your most experienced people won’t be on shift forever. Turn outage reports, inspections, and investigations into reusable reliability intelligence for the next generation.

Built around industrial reliability. Guided by engineering judgment.

Helms Consulting & Engineering hero

From report to readiness

Plant experienceShared intelligence

Our founding commitments

Engineering judgment stays essentialKnowledge made reusableIndustrial context, not generic answers

01 / The knowledge loop

Your reports deserve
a second life.

A lesson buried in a folder can’t protect the next outage. MAP is being built to connect documented experience with everyday maintenance decisions.

Purpose-built for the plant floor

Boiler and turbine reliability. NDE inspection programs. Maintenance planning. Root cause analysis. ASME code practices.

AI outputs are decision support—not code interpretations, inspection approval, or a substitute for qualified engineering review.

01

INPUT / Existing plant documentation

Capture what your facility knows

Bring outage reports, NDE results, RCA investigations, procedures, and inspection findings into one knowledge workflow.

02

PROCESS / AI-assisted analysis

Make the next action clearer

The initial product focuses on report summaries, RCA drafts, and inspection risk evaluation—giving specialists a structured starting point for review.

03

OUTPUT / Reusable team knowledge

Put experience back to work

The roadmap expands into training modules, checklists, failure prevention guides, and a shared lessons learned library.

Built for asset-intensive teams

Pulp & paper mills / Power plants / Chemical facilities / Manufacturing sites / Engineering contractors

02 / Choose your scale

One specialist. A whole facility.

Planned monthly subscriptions for individuals, facility teams, and enterprise organizations. Confirm availability and scope before subscribing.

Individual

For a reliability professional organizing documented experience.

$49 / month

Facility

For a plant team building a shared reliability knowledge base.

$499 / month

Enterprise

For organizations planning knowledge reuse across facilities.

$4,999 / month

Free

For individuals getting started

$0/month

  • 1 workspace
  • Up to 3 team members
  • Basic analytics
  • Community support
Get Started

The next outage starts with what you know today.

Don’t let experience
walk out the door.

Build a lasting home for your facility’s reliability knowledge. Start with the reports you already have.

Get started with MAP