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Engineering Vision
Industrial AI that finds risks before production
ENGINEERING VISION analyses engineering drawings, equipment photos, supplier proposals, and technical documents before purchasing or production begins. It highlights risks related to materials, tolerances, interfaces, coatings, standards, and missing requirements. The prototype reduces an initial drawing review from 1-2 hours to 5-10 minutes while keeping the engineer responsible for the final decision.
Hi Product Hunt!
I’m Pavel Samuta, a mechanical engineer with more than 18 years of experience in manufacturing, energy, transport, reverse engineering, and industrial R&D.
I built ENGINEERING VISION after seeing the same expensive pattern repeatedly: a drawing, supplier proposal, or replacement part looks acceptable until production starts. Then someone discovers the wrong material, a missing tolerance, an incompatible interface, or a requirement nobody checked.
ENGINEERING VISION creates a structured engineering risk map from drawings, equipment photos, and technical documents. It does not replace the engineer. It accelerates the repetitive first review and helps the engineer focus on the parameters that can change the entire decision.
The current prototype can reduce an initial drawing review from 1-2 hours to approximately 5-10 minutes.
I’m now looking for engineers and industrial teams willing to test it on real documents. If the analysis does not change a decision or reveal a useful question, it has not created value.
What technical document would you test first?
About Engineering Vision on Product Hunt
“Industrial AI that finds risks before production”
Engineering Vision was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #113 on the daily leaderboard. ENGINEERING VISION analyses engineering drawings, equipment photos, supplier proposals, and technical documents before purchasing or production begins. It highlights risks related to materials, tolerances, interfaces, coatings, standards, and missing requirements. The prototype reduces an initial drawing review from 1-2 hours to 5-10 minutes while keeping the engineer responsible for the final decision.
On the analytics side, Engineering Vision competes within Productivity and Tech — topics that collectively have 1.3M followers on Product Hunt. The dashboard above tracks how Engineering Vision performed against the three products that launched closest to it on the same day.
Who hunted Engineering Vision?
Engineering Vision was hunted by Павел Самута | Pavel Samuta Belarus. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Engineering Vision including community comment highlights and product details, visit the product overview.
Павел Самута | Pavel Samuta Belarus