AI-first custom manufacturing and contract manufacturing for Global Hardware Tech companies. Convert your ideas to design and scale production.
Joined May 2025
- Tweets 309
- Following 5
- Followers 31
- Likes 88
107 Photos and videos
Jun 9
Track your machine build in one dashboard:
- Design iterations with DFM feedback
- Real-time parts manufacturing status
- Assembly progress with photos
- QC checkpoints with test data
- Dispatch tracking to your door
One view. One partner. From CAD to delivered assembly.
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Jun 7
Future of industrial automation:
Upload CAD → AI DFM in 30 min → custom parts manufacturing → assembly → QC → testing → dispatch.
One dashboard. One partner. One accountability point.
From CAD to delivered assembly. Not theory. Practice.
51
May 29
WeFab AI delivers complete custom machines. Not just parts.
What that means:
Upload your CAD. Our AI analyzes manufacturability in minutes. Flags issues. Suggests improvements. Generates real-time costing.
One partner manages the full build. Design review. Manufacturing. Assem
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May 28
QC visit: clean floors, friendly managers, perfect parts.
Shipment arrives: 30% don't fit.
Checked parts. Not assembly. Checked 5 samples. Not 47 shipped.
Real QC = assembly trials tolerance analysis. Not 4-hour tours.
May 28
3 AM email: "Almost ready. Next week."
Next week was 2 weeks ago.
12 vendors. 12 timezones. Infinite delays.
One partner = one timezone = one accountability point.
Sleep through the night.
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May 28
3 questions before outsourcing custom machine assembly:
1) Do you assemble or just manufacture?
2) Who owns tolerance stack-up?
3) Can you build from CAD without 6-month back-and-forth?
Most vendors say yes to everything. Few can prove it.
#CustomMachinery #Manufacturing
May 28
$2M automation line. 8 months late.
47 parts from 12 vendors. Each within spec.
Assembled? Tolerance stack-up. Interface mismatch. 3-week delays.
The machine worked in CAD. Reality is harder.
Custom manufacturing isn't about parts. It's about who owns the assembly.
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May 28
47 vendors → 1 partner. Same machine. 60% faster assembly.
Not because parts got cheaper. Because someone owned the entire build, not just their 3 components.
Single-point accountability beats multi-vendor chaos.
May 27
QC visit: clean floors, friendly managers, perfect parts.
Shipment arrives: 30% don't fit.
Checked parts. Not assembly. Checked 5 samples. Not 47 shipped.
Real QC = assembly trials tolerance analysis. Not 4-hour tours.
1
May 25
Supplier ghosted you? Not after a fight. Just stopped.
New engineer. Lost context. 6-week delay.
Custom manufacturing runs on tribal knowledge. Fragile.
Real partners have systems, documentation, backups.
One person leaving shouldn't kill your project.
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May 24
3 questions before outsourcing custom machine assembly:
1) Do you assemble or just manufacture?
2) Who owns tolerance stack-up?
3) Can you build from CAD without 6-month back-and-forth?
Most vendors say yes to everything. Few can prove it.
#CustomMachinery #Manufacturing
4
May 21
Fragmented manufacturing kills speed.
Design here. Source from 5 vendors. Pray it fits.
WeFab AI: one partner, design to delivery. Full visibility. AI-powered tracking.
For robotics, automation, climate tech teams.
DM us to simplify your next build.
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25 Dec 2025
What's your process for estimating the true cost of a manufacturing delay? Beyond just the parts, consider the engineering time, missed deadlines, and impact on burn rate. #ProjectManagement #explorewefabai #wefabai
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24 Dec 2025
Making large upfront payments to vendors is a massive cash flow burden for startups, especially when you won't see revenue from those parts for months. #StartupFinance #explorewefabai #wefabai
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23 Dec 2025
Many quality problems stem from a simple lack of a standardized verification process that both you and your supplier agree on and adhere to. #Quality #explorewefabai #wefabai
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22 Dec 2025
Designing a product around a material that isn't readily available at scale is a common mistake with catastrophic consequences for production timelines. #Hardware #Prototyping #explorewefabai #wefabai
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21 Dec 2025
How do you confirm a new mfg partner has truly understood all the critical specs in your design files before they start cutting metal? #Engineering #VendorManagement #explorewefabai #wefabai
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20 Dec 2025
The cost of multiple design iterations due to manufacturability issues is rarely budgeted for, but it almost always happens. #DFM #StartupFinance #explorewefabai #wefabai
440
19 Dec 2025
What's your strategy for dealing with inventory that's just sitting there, tying up cash, because of a quality issue or a production delay on another component? #InventoryManagement #explorewefabai #wefabai
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18 Dec 2025
What's the most costly defect you've ever discovered after the parts were already shipped and delivered to your facility? #QualityAssurance #Manufacturing #explorewefabai #wefabai
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