MAD-Ai: Super Intelligence for manufacturing and defense

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MAD-Ai · Super Intelligence

Super Intelligence that connects your systems and does the work.

One live model of your operation, built from the systems you already run. It surfaces where risk is building and hands your team finished work. Your people make the call.

The resultFrom Central Command to every station

Six systems that never talked to each other, read together. Plant Mission Control scores every machine from all of them; Central Command ranks every plant by region. Hover a station, a plant or a system.

Line 1Line 2Line 3Station 12Station 40Station 55Plant Mission ControlPlant 2 · line to stationUSMEXICOEUROPEPlant 1Plant 2Plant 3Plant 4Plant 5Central CommandEvery plant, by regionSUPER INTELLIGENCE · CONNECTS · REASONS · SCORESQuality systemSPC & measurementMaintenanceMES & machine dataERP & supply chainSharePoint & drives

Illustrative. Built from the systems in a demo seating operation; yours is built from your own.

Solutions

Four ways we put Super Intelligence to work.

One product you can start on tomorrow. Three we build around your operation.

01 / 04EARLY ACCESS
Plant Intelligence Map

See where risk is building, plant to station.

Walk into the morning meeting already knowing which plant, which line and which supplier needs you today. So your team can act at the station, not on your customer's dock.

  • Fewer escapes reaching your customer
  • Evidence on whether it's the supplier or your own process, before a chargeback goes out
  • One picture across every plant, not a spreadsheet per site
See the Plant Intelligence Map →
Hover to inspect · click a hot spot to drill in
WATCHLine F02 · trending upThree months of rising risk, visible in one view.Contained at the station.
DEMO DATA · FICTIONAL SEATING SUPPLIER
02 / 04AVAILABLE NOW
Manufacturing Quality Super Intelligence · MQSIS

Your engineers get their week back.

The 8D reviews, PPAP checks and PFMEA walks that eat your team's week come back finished, ready for an engineer to sign off. Your best people get back on the floor fixing problems instead of writing about them.

  • Quality paperwork done 10–15× faster
  • PPAP gaps flagged before submission
  • Audit gaps found in your review, not the auditor's
Explore the Quality Suite →
"What used to take our team days now takes hours. Our newer quality engineers have access to expert-level guidance that used to only exist in a few people's heads."
Quality Manager · Tier 1 Automotive Supplier
A quality engineer's week
Mon
Tue
Wed
Thu
Fri
8D & supplier reviewsPPAP & PFMEA checksChasing paperworkOn the floor
Back on the floorThe paperwork still gets done. Your engineers just sign off on it instead of writing it.
ILLUSTRATIVE
03 / 04CUSTOM BUILD
Defense & Sustainment

Keep them flying.

Every aircraft waiting on a maintenance decision is one that isn't defending anything. We help the engineers who keep them in the air reach a defensible answer faster, with the record to back it.

  • Less time waiting on maintenance decisions
  • Gaps in the maintenance record flagged for review
  • Engineers keep the final call, every time
Defense & Sustainment page coming soon
FasterEngineering answers in less time
TraceableEvery finding traced to the record
ControlledEngineers keep the final call
U.S. AIR NATIONAL GUARD FOOTAGE VIA DVIDS · NO ENDORSEMENT IMPLIED
04 / 04CUSTOM BUILD
Custom Solutions for Manufacturing

The job nobody sells software for. Done.

Every plant has work that no off-the-shelf tool covers. We build it around how your people actually work, connect it to what you already run, and keep it running after it ships.

  • Built fast, without a year-long IT project
  • Works with your sign-on and the documents you already have
  • Maintained by us, so it doesn't die when someone leaves
See custom work →
Incidentsbecome finished 8Ds
Shop videobecomes work instructions
Rebrandsthousands of documents, done
BUILT AROUND HOW YOUR PEOPLE WORK
10–15×
faster on the quality work your team handles every day
$3–7
returned for every dollar spent
100+
quality workflows ready on day one
Live
in plants across North America and Europe

Speed and return are MAD-Ai reported averages; results vary by workflow and site.

Reasoning R&R™

Super Intelligence you can measure.

You'd pull a gage that reads differently every time. Most AI never gets measured at all. We test reasoning the way you test a gage, on the workflows suited to it.

How we measure it →
8D grading · best result to date
93.2%
MQSIS, 8D grading, best to date
93.2%
Three trained inspectors
36.7%

MAD-Ai Reasoning R&R™ Study, 2026; results vary by workflow. Inspectors: MATEC Web of Conferences, 2019.

Who we serve

Built for the people who build things and keep them running.

Automotive, aerospace, defense and general manufacturing.

OEMs

Vehicle and equipment makers

Supplier quality across the whole base, warranty and field data tied back to the plant and the part.

TIER 1

Tier 1 suppliers

8Ds reviewed to one standard, PPAPs checked before submission, and a scorecard you can defend across every plant.

TIER 2

Tier 2 suppliers

The quality capacity of a much bigger team, without the open reqs you can't fill.

DEFENSE

Defense & sustainment

Maintenance, repair and engineering records pulled together so engineers spend time deciding, not digging.

The next step

BRING US YOURHARDEST PROBLEM

A plant you can't see into, a quality backlog, aircraft waiting to fly, or a job still done by hand. We'll show you what Super Intelligence does with it.

01 · ChooseBring the problem

Your data, your documents, or just the job that keeps your people up at night.

02 · WatchSee it worked

On your own work or a scenario built like it, with the finished result in front of you.

03 · CompareJudge the difference

Speed, rigor and cost against how it gets done today.