AI Agents for Aircraft MRO

TAT slips are made overnight. Phos catches them by morning.

AI agents read your MRO systems overnight and hand your ops leads the brief, the flags and the first move, before the day starts.

15 minutes. One CSV export.

phos agentProcessing
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Which work packages will miss their TAT this week?

Reading 4 systems…

AMOSSAP S/4HANAParts InventoryLabor Schedule

Recommendation

3 packages at risk. WP-4471 (A320 landing gear) slips 4 days. The bottleneck is the plating bay in Week 12.

1Move WP-4471 plating to night shift, recovers 3 days
2Expedite 2 rotable releases stuck in inspection
3Swap seal-kit supplier, lead time 6 wks to 9 days
Overnight
Analysis run
3
TATs saved
Held
Redelivery date

Live in production at aircraft MROs and industrial manufacturers · Deployed in weeks, not quarters

The Problem
15 hrs

per lead, every week, spent compiling before a single decision

5+

systems checked to answer one question: was yesterday successful, and why

Closed

By the time the work order closes and the invoice goes out, the overrun is final. Nothing left to recover.

Outcomes, not features
Component MRO
FAN-1

Hidden margin erosion, found in seconds.

Margin erosion the team had chased in Excel for months, found in one scan of a CSV export.

$340K
margin recovered
47s
to find it
45
projects scanned
Landing Gear MRO
MLG-1

Idle hours and overruns, caught same day.

The idle analysis that took 80 hours by hand now runs every night, targeting a 10 point idle reduction bay by bay.

80 hrs
of manual analysis, automated
Nightly
run on every open WO
10 pp
idle reduction targeted
Custom Manufacturing
SPDL

The morning brief, before the floor starts.

The brief now arrives before the ops leads do, with yesterday answered and the first move attached.

15 hrs
per lead per week returned
5+
systems read overnight
07:00
brief delivered
What Phos Does

Four jobs your team stops doing by hand

Data in · agents · decisions out
PHOS AGENT LAYERAMOSSAPEXCELEMAILTHE BRIEFTHE FLAGTHE ANSWERTHE GAP
01 · The Morning Brief · For Ops Leads

Ready before you arrive. You look at it, you know where to go first.

Stop compiling. Start deciding.

The Morning Brief agent does the pull overnight. Your team reviews. They do not compile.

# ops-hangar-2
Phos Agent07:01

Morning brief. Yesterday hit 94% of plan. One thing needs you: WP-4471 is trending below quoted margin, plating rework is the driver.

Recommended first move
Reallocate plating to night shift and expedite the QA release. Holds the redelivery date and protects quoted margin.
ApproveView detail
Open work orders · flagged now3 active
WO-2231 · A320 nacelle
Labor at 128% of quote
over budget
WO-2210 · APU overhaul
WIP aging 21 days
aging
WO-2245 · Landing gear
6.5 idle hours logged
idle
Routed to: Ops lead + Controller
02 · Catch It at the Source

"If I got a notification when it was actually happening, I can go and ask them."

Shop Manager, custom manufacturing

Flagged while the work order is still open.

Budget overruns, idle hours, WIP aging. Phos flags it while the work order is still open, before it becomes an escalation meeting. Alerts are role aware, nobody gets spammed.

03 · One Place for the Truth

"Having all that information in one place would be the biggest help. A one stop shop."

Program Manager, component MRO

Five systems, one answer.

Ask in plain language, get one answer with the source attached. No dashboard hunting, no export ritual.

phos agent
>

Which parts are holding up WO-118?

2 parts open. Bracket 44-021 is in inspection, ETA 2 days. Seal kit 32-114 is on backorder, alternate supplier available at 9 days.

Source:SAP · MB52Quality · NCR logPO tracker
Earned vs. billed · open contracts
WO-102 landing gear overhaul$52K unbilled
billed 87%earned 100%
Contract L-22 scope growth$31K unbilled
billed 79%earned 100%
Gap surfaced this week$83K
04 · For the Person Who Signs

"If AR wouldn't have caught it, we would have never billed it."

Controller, airframe MRO

Work you completed. Revenue you never billed.

Scope that never made it into the invoice. Work orders closed with revenue missing. Phos tracks earned vs. billed and flags the gap while the customer conversation is still open.

How It Works

From scattered records to a decision your team can act on

Connects to:AMOS/SAP S/4HANA/Ramco/Quantum Control/TRAX/IFS
01

Connect

Export a CSV from your ERP. SAP, AMOS, Quantum Control, Ramco. No IT project, no API integration. A file is enough to start.

02

Analyze

The agent runs pre-built analysis on your work orders, job cards and cost postings: profitability, TAT risk, bottlenecks, margin vs. quote.

03

Act

Monday 07:01. Slack, Teams or email. What is wrong, why, and what to do.

Why Teams Actually Trust It

You've seen AI tools come and go. So have we.

Every answer shows its source. The math is deterministic, the agent cannot invent your margins. Built by an operator with twelve years in industrial operations, engine and landing gear MRO at Lufthansa Technik, and an engineer from regulated, safety critical industries.

Messy ERP data is not a blocker. Reconciling it is the product.

01Every number traceable to source
02Fixed math, no invented figures
03Works on the data you have today
04Never used for model training. Deleted on request.

See it run on your data.

15 minutes. Your CSV export. A live agent showing exactly how phos works for your hangar.

The light before the decision