Suffolk Pitch · 2026Maintenance OS

The maintenance OS that prevents downtime.

An AI-native operating system for aggregate, asphalt, concrete, and heavy equipment plants. Capture every observation. Survive every shift change. Prevent the next failure.

100%
of failures start as small notes
21 days
avg. note → motor failure
$XXB
industry running on paper
9:41
SITE-7 · NORTH PIT
New observation
Report an issue
AI parsed · 0.4s
WATER LEAK
Cyclone-04 / Motor housing
HIGH

"Water dripping onto motor housing. Pooling on guard."

AssetCyclone-04
AssignedJ. Reyes · Mech
DueToday · 18:00
Live capture
Built for ↓
· AGGREGATE· SAND & GRAVEL· ASPHALT· CONCRETE· HEAVY EQUIPMENT· CRUSHING· SCREENING· MIX PLANTS· AGGREGATE· SAND & GRAVEL· ASPHALT· CONCRETE· HEAVY EQUIPMENT· CRUSHING· SCREENING· MIX PLANTS
01Problem

Plants aren't losing equipment.
They're losing operational memory.

Water leaks. Overheating motors. Failing bearings. Vibrations. The issue gets written down — in a logbook, on a clipboard, in a text message. Then forgotten in a shift handoff. Weeks later, the plant goes down.

Logbooks Clipboards Text messages Legacy knowledge
Avg. failure begins as
100%
A minor issue someone already noticed.

Written down. Then lost in a shift handoff before anyone could act on it.

DAY 1
Noticed
DAY 3
Forgotten
DAY 21
Failure
03Product

Not another dashboard.
A system that remembers.

Every observation — from the moment something is noticed to full resolution and operational history. Five stages, one OS.

01
REPORT
Photo + voice in the field. No paperwork.
02
ASSIGN
Every issue tied to a name and a deadline.
03
TRACK
Progress that survives shift changes.
04
RESOLVE
Documented repairs, full audit trail.
05
LEARN
Patterns detected before next failure.
plantpulse.app / site-7 / north-pit
N. JOSEPH
Live feed · last 24h

Open observations

Open
23+4
Overdue
3!
Avg. resolve
1.8d
MTBF lift
+18%
ObservationAssetAssignedStatusSEV
Water dripping on motor housingCyclone-04J. ReyesIn progressHIGH
Bearing temp 92°C — climbingConveyor-12M. OkaforOpenHIGH
Harmonic vibration at low RPMCrusher-02L. TanDiagnosingMED
Hydraulic pressure driftLoader-09K. PatelOpenMED
Worn screen mesh — section BScreen-03UnassignedNewLOW
04Wedge

Existing tools document failures. Ours prevent them.

Stage
Existing systems
▲ PlantPulse
Log issue
Written down in a notebook or text message
Photo + voice capture, logged instantly in the field
Track issue
Depends on whoever noticed it remembering
Assigned ownership with automated follow-up
Shift handoff
Information siloed — knowledge walks out the door
Shared operational memory across every shift
Downtime event
Record failure after production stops
Pattern detection flags risk before failure
05Example

Every failure has a story.
The warning was already there.

DAY 101 / 03
Cyclone leak noticed

Water dripping onto motor housing. Written in a logbook.

DAY 302 / 03
Shift changes

New crew. No handoff. The note stays in the book.

DAY 2103 / 03
Motor fails

Production halts. Emergency repair. Full downtime event.

Downtime event
The observation existed. The system didn't.
06Why now

The workforce and the knowledge base are disappearing at the same time.

DEMAND · NOW
Experienced operators retiring

Decades of plant knowledge leaving the workforce. The operators who know what a vibration means, what a smell indicates — they're gone, and not being replaced fast enough.

SUPPLY · NOW
AI can finally structure field data

Voice-to-text, photo recognition, and structured AI workflows are now production-ready. Capturing and acting on field observations at scale is finally possible.

GAP · NOW
No OS for plant maintenance

Enterprise ERP doesn't reach the floor. CMMS platforms are too complex for field operators. Nobody is building the accountability layer for plants.

07Vision

The operating system for industrial maintenance.

EVERY ISSUE

Captured in the field the moment it's noticed — not after the failure.

EVERY REPAIR

Assigned, tracked, and documented with full accountability across every shift.

EVERY LESSON

Stored as operational intelligence — so the next generation inherits the knowledge.