MANDA

Skip the Pilot phase. Know the payback today.

Find out what's
worth automating.

A deep research based audit that benchmarks your operations against 1000s of real deployments, scores the highest-ROI matches for your line, and puts real vendors in competition to quote them, without a single sales call.

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Private betaNo sales call
§01How the audit works

Your Process,
benchmarked against
1000s of Deployments.

We ask you a few tailored questions. Manda compares your operation to thousands of real deployments to find the true potential: the installs that worked, the ones that broke, the cells that scaled, and the ones that turned into money sinks.

After a couple hours you get back a complete assessment tailored to your plant. Every report is reviewed by a Manda automation engineer before it goes out. The more data you upload, the better the proposal. Same day. No strings.

Join the waitlistPrivate beta · no sales call
§02The output

Our AI produces a plan,
not a sales brochure.

Every number is pulled from real data and cross-checked by the AI: your bottleneck, the highest-ROI fixes, the true installed cost, the payback. Sourced, scored, and ready to put out to bid. No consultant required.

Report #AUD-07061924
palletizing · line 3
single-process scope
Engineer reviewed
14 mo.
Payback period
conservative scenario
$129k
Net annual savings
labor freed less maintenance
$110k
Investment required
installed, all-in estimate
A · The facility

Household appliances

1200 Monroe Ave NW
Grand Rapids, MI 49505

Process
Case palletizing
Throughput
~1,010 boxes/hr
Operators
4 → 1
SKUs
50+ lines
Aerial satellite view of facility
B · Comparable deployments
47

comparable palletizing deployments benchmarked against your line.

From Manda's database of 1000+ audited cases · food, CPG, appliance and adjacent verticals · median payback 13 mo.

C · Systems we recommend for this line
#01FIT/ROI
94/100
Universal Robots

Cobot palletizer cell

UR20 + Columbia/Okura miniPAL+

INSTALLED
$95k – $125k
PAYBACK
12–14 mo
READY TO QUOTE
6 integrators
#02FIT/ROI
88/100
ABB

Industrial arm palletizer

ABB IRB 660 with vacuum EOAT

INSTALLED
$140k – $180k
PAYBACK
16–20 mo
READY TO QUOTE
9 integrators
#03FIT/ROI
82/100
Universal Robots

Mobile cobot palletizer

UR10 + Rocketfarm PALLY

INSTALLED
$75k – $95k
PAYBACK
10–13 mo
READY TO QUOTE
4 integrators
See best-fitting system integrators

This took our AI a few minutes. Yours will too.

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§03Then vendors compete for you

We make dozens of vendors
fight to build it.

The moment your audit's done, we broadcast your case, fully anonymized, to dozens of vetted integrators and OEMs at once. They never see your name. They see your project. And they compete to win it.

Manda AutomationCaseYOUR CASE · ANONYMIZEDVENDOR 01 · BIDDINGVENDOR 02 · BIDDINGVENDOR 03 · BIDDINGVENDOR 04 · BIDDINGVENDOR 05 · BIDDINGVENDOR 06 · BIDDINGVENDOR 07 · BIDDINGVENDOR 08 · BIDDINGVENDOR 09 · BIDDINGVENDOR 10 · BIDDINGVENDOR 11 · BIDDINGVENDOR 12 · BIDDINGONE BRIEF OUT · DOZENS OF BIDS BACK

You stop getting sold to.
Dozens of vendors start bidding for you.

§05 - What we cover

The automation
we know.

Our solution library tracks what actually lands on factory and warehouse floors, scored against your numbers, not a brochure.

End-of-line
robotic palletizing & depalletizing (mixed-case, layer-form) · case packing & cartoning · case erecting/sealing · stretch-wrapping · labeling
Machine tending
CNC · injection molding · press brakes · stamping · die casting - single- and multi-machine cells
Handling & assembly
pick-and-place · 3D vision-guided bin picking · kitting · screwdriving & fastening · adhesive/sealant dispensing · cobot cells
Welding & finishing
robotic MIG/TIG/spot welding · grinding · deburring · sanding · polishing
Material movement
AMRs · AGVs · conveyor & sortation · AS/RS
Quality
machine-vision inspection · defect detection · presence/absence
Platforms we speak

FANUC · ABB · KUKA · Yaskawa Motoman · Universal Robots · Doosan · Kawasaki · AMR fleets (MiR, OTTO, Locus) · RaaS (Formic, Standard Bots)

Scoped on

payload & reach · cycle time vs takt · EOAT/gripper · footprint & clear height · line balancing · OEE · safety (light curtains, risk assessment, ISO/TS 15066 for cobots)

Working with
a vetted network of integrators & OEMs·state manufacturing programs·NIST MEP affiliates

Join the
waitlist.

Enter your facility address and email. We'll reach out when private beta spots open.

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Private beta · no sales call · no obligation