Book Your 20-Minute Assessment

Autonomous AI Operating System for Critical-Infrastructure Maintenance

When critical equipment fails, AIMMS does all the digital work from fault to fix.

Your crew keeps the wrench.

Find the cause. Fix it right.

AIMMS pulls together the evidence, finds the root cause, and guides the technician through the right, safe repair.

Say it. Show it. AIMMS does it.

Tell AIMMS what you need done. It finds and reserves the right part, sources what’s missing, handles purchasing, updates your business systems, and carries the repair through closeout.

Every repair compounds.

AIMMS captures what failed, what fixed it, and what your best technicians know, turning every repair into asset memory that makes the next one faster.

Treated water running hard out of a steel discharge pipe into an open concrete channel outside a municipal wastewater pumping station

31.7% lower MTTR 14.2 h9.7 h See the scope

  • Less searching
  • Less chasing
  • Less waiting
  • Faster return to service
  • More technician capacity
  • Less knowledge lost
  • More critical equipment running
Book Your 20-Minute Assessment See AIMMS Do the Work

Start with the assets you run

  1. Faster restoration
  2. Less downtime
  3. Compounding asset memory
Selected for Black & Veatch IgniteX 2026.
Measured production evidence

One live deployment. Four measured workflow outcomes.

One anonymized industrial production deployment

Live since
Jan 2026
Critical assets
10
Active production users
5
Operating cadence
Daily
Workflow control
Approval-gated
lower MTTR
31.7%
14.2 h to 9.7 h
Measured on the deployed repair workflow.
faster quote cycles
80.4%
4.6 d to 0.9 d
Measured on the deployed quoting workflow.
faster quote-to-order
96%
3 d to less than 1 h
Measured on the deployed quote-to-order workflow.
lower measured safety-risk exposure
50%
Approval-gated workflows
Measured on workflows with defined approval gates.
See what was measured and how the customer-specific value model works
Why maintenance is getting harder

Critical infrastructure has to work harder. Maintenance teams have less room to wait.

Five pressures, and not one of them is new on its own. What is new is that they now arrive together, at the same moment, on the same repair.

  1. Critical assets are staying in service longer.

    During the repair

    The catalogue and the machine stopped agreeing years ago. Nobody on shift knows which rebuild went in.

    AIMMS

    Matches the part to the configuration actually installed.

  2. The people who know the assets best are leaving.

    During the repair

    The fastest diagnostic tool on a plant is a memory, and it was never written down.

    AIMMS

    Captures what failed and what fixed it, and keeps it on the asset.

  3. The repair truth is scattered.

    During the repair

    Alarm in SCADA. History in the CMMS. Manual a scanned PDF. Stock count a spreadsheet.

    AIMMS

    Assembles one working context, every line naming its source and its age.

  4. The right part is harder to get right and get fast.

    During the repair

    A wrong variant costs a second mobilization and a second outage window.

    AIMMS

    Checks usable stock, prepares the reservation, sources what is missing.

  5. There is less room for downtime.

    During the repair

    Every hour lost to searching and handoffs competes with the repair itself.

    AIMMS

    Takes the digital delay off the critical path.

Five pressures. One repair.

  1. When an asset fails
  2. AIMMS does the digital work
  3. Your operator authorizes return

Your crew keeps the wrench. AIMMS keeps the digital work moving.

See AIMMS Do the Work
One asset. One accountable thread.

Watch the digital work converge around a failed pump.

A pre-authored municipal wastewater scenario shows what AIMMS can assemble, prepare, and record, and exactly where qualified people retain authority.

Scroll to walk the thread, or select any stage directly. Nothing runs on its own.

INC-0204 Influent Pump P-204
Pre-authored scenario SCADA context: read-only Authority: customer-defined

Fault captured

P-204 trips while incoming flow is increasing.

The alarm identifies the event, not the repair. AIMMS opens one incident thread and preserves the source, timestamp, asset, and operating consequence.

SourceSCADA eventRead-only
Timestamp02:03:11Facility time
ImpactCapacity at riskWet-well rising

Next Assemble the evidence needed to understand the event.

  1. Fault
  2. Understand
  3. Prepare
  4. Repair
  5. Return
  6. Learn

A pre-authored municipal wastewater scenario, not a product screenshot or customer result. Sources, actions, limits, and approval roles are configured and validated per customer.

Choose your operation

Start with the assets you are responsible for.

Assets and authority change by facility. The operating principle stays consistent: evidence first, visible blockers, approved digital work, verified human control.

What a first deployment actually touches

Nothing gets replaced to find out whether this works.

Your CMMS, EAM, ERP, GIS, inventory and historian stay exactly where they are and stay authoritative. AIMMS receives approved data through connections you authorize, keeps its own operating record, and writes back to your systems under the permissions and approval rules you set.

The line that does not move No writes to PLC, DCS or SCADA. No setpoints, restarts, interlocks or actuator commands. Ever, and not as a setting.

  1. Configure one workflow One consequential workflow with a named maintenance owner, your roles and approval rules, and the boundary written down before anything runs. We target a two-week setup, subject to data, security and user readiness.
  2. Run a focused operating period The workflow runs on real faults. Each action records the actor, the timestamp, the evidence it used, the decision, the approval state and the resulting status. Six KPIs are measured against the baseline you set at the start.
  3. Decide on the evidence You compare the result against the threshold you agreed at the start, and expand only if it clears it. Scope follows what has to be proven, not a fixed asset count.
An operating layer, not a system replacement

Connect the systems you trust. Keep the authority you require.

AIMMS builds a governed Data Twin from approved operational, maintenance, document, inventory, supplier, identity, and collaboration context. Existing systems stay the systems of record.

Safe first deployment: pilots use AIMMS internal records, and external business-system writeback is configured only on customer approval.

See the AIMMS operating contract Review security and control

  1. Approved context

    Signals, records, documents, parts, people

    Operational sources remain read-only

  2. AIMMS Data Twin

    Ground, prepare, coordinate, record

    Sources and uncertainty stay visible

  3. Customer control

    Roles, limits, approvals, exceptions

    Denied gates remain denied

  4. Evidence

    Actions, decisions, outcomes, receipts

    Ready for review and reuse

Buyer questions

Know the boundaries before the first deployment.

Clear evidence, authority, integration, and value boundaries make a first decision faster.

What is EQUA AIMMS?

EQUA AIMMS is the Autonomous AI Operating System for Critical-Infrastructure Maintenance. It connects the evidence, systems, people, parts, suppliers, approvals, and records around a fault, then moves the permitted digital work toward a verified fix.

Can AIMMS control equipment or write to SCADA?

No. AIMMS does not write to PLC, DCS, or SCADA and does not execute setpoints, restarts, interlocks, or actuator commands. Operational context is read-only. Any external CMMS, EAM, ERP, or other business-system writeback is customer-specific, permissioned, integrated, tested, and approved.

What happens when data, an integration, or an approval is unavailable?

AIMMS stops the affected action, makes the blocker visible, preserves the evidence and last known state, routes the issue to an authorized owner, and requires revalidation before work resumes. It does not silently substitute data or bypass a denied gate.

What is the right first scope?

One expensive or recurring workflow with a named maintenance owner, operations support, accessible evidence, explicit approval boundaries, and baseline measures the CFO can trust. Scope follows what the deployment has to prove rather than a fixed asset count.

What happens in the 20-minute assessment?

Bring one recurring or expensive maintenance workflow. We map where it stalls, define the control boundary, identify the smallest credible first scope, and decide what evidence would justify a measured deployment.

Bring us the failure that keeps costing your team time.

In a 20-minute AIMMS Operations Assessment, we will show you AIMMS on the fault you bring, then design the pilot: the digital work AIMMS can move, the actions your organization should control, and a measurable starting point.

Book Your 20-Minute Assessment

One operating problem. One focused working session. No obligation.