Victor Paraschiv Profile
Victor Paraschiv

@vicpara

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243
Following
638
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co-founder & cto for @agent_herbie - the AI market research assistant. Talk to me about NLP, ML, or squeezing the AI dry when working for humans

New York
Joined November 2008
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@vicpara
Victor Paraschiv
18 days
With vibe coding and AI you can now have a company that make $1M a year with no employees at all.
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@vicpara
Victor Paraschiv
29 days
The homeless that beg for a quarter in NYC metro honed that language-market fit to perfection. Sometimes it's really impressive.
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@vicpara
Victor Paraschiv
1 month
I think Perplexity is toast and now everyone starts to realize that. They must be very desperate to get into the browser agent thing.
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@vicpara
Victor Paraschiv
1 month
In 2025, 90% of US mid-size manufacturers still find out their operating margin after the quarter ends. Adding real-time controls during order processing? Still considered β€œimpossible.”.
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@vicpara
Victor Paraschiv
1 month
The number of manufacturers with revenue >$100M that rely on "one" master Excel spreadsheet to get pricing, sales and discounts done . is astounding.
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@vicpara
Victor Paraschiv
1 month
Traditionally, manufacturing was built around how the facility operated, similarly to software team structure. Today their growth is blocked by siloed Excel sheets, email handoffs, and old digital infra. A company wide, single point of truth, thin data feed can change it all.
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@vicpara
Victor Paraschiv
2 months
Most books should be 30 pages long not 300.
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@vicpara
Victor Paraschiv
2 months
RT @calindrimbau: I tried to build a startup in Europe and I couldn’t get it to move. AI was met with hesitation, investors were cautious….
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@vicpara
Victor Paraschiv
2 months
15/15 America doesn't have an innovation problem. We have a DISCOVERY problem. The infrastructure exists. The innovations are real. The market is hungry. Time to choose Cleveland over China. πŸ‡ΊπŸ‡Έ. What hidden American manufacturing capabilities have you discovered?. #MadeInUSA.
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@vicpara
Victor Paraschiv
2 months
14/15 When innovative products capture 15% of orders instead of 3%, that's not incremental growth. That's ECONOMIC TRANSFORMATION:.β€’ Hundreds of billions in additional revenue.β€’ Millions of high-value jobs.β€’ American technological sovereignty.
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@vicpara
Victor Paraschiv
2 months
13/15 Imagine this becoming routine:.Tech company needs advanced materials β†’ Discovers Cleveland manufacturer has been perfecting exactly what they need for 5 years β†’ Superior performance + faster delivery + zero ocean shipping delays.
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@vicpara
Victor Paraschiv
2 months
12/15 The solution isn't complex:.πŸ”Ή Manufacturers: Showcase innovation alongside traditional products.πŸ”Ή Buyers: Mandate domestic supplier evaluation.πŸ”Ή Policymakers: Fund platforms connecting innovators with buyers.
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@vicpara
Victor Paraschiv
2 months
11/15 The visibility gap creates a devastating feedback loop:.American innovations β†’ Stay invisible β†’ Don't scale β†’ Remain expensive β†’ Buyers choose overseas β†’ Innovations stay invisible. Meanwhile, foreign competitors master supply chain visibility decades ago.
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@vicpara
Victor Paraschiv
2 months
10/15 Consumer goods already demand transparency:.65% of consumers want supply chain visibility. B2B manufacturing desperately needs the same revolution. Buyers need to see what's possible, not just what's catalogued.
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@vicpara
Victor Paraschiv
2 months
9/15 The economic reality is staggering:.πŸ’° Manufacturing = $2.94 trillion (10% of GDP).πŸ‘₯ 13 million Americans employed.πŸ“ˆ 449,000 job openings.πŸ“Š 4.2% revenue increase predicted for 2025. But buyers still default to overseas suppliers they can FIND.
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@vicpara
Victor Paraschiv
2 months
8/15 Real examples hiding in plain sight:.β€’ Donnelly Custom (MN): Lightweight aerospace composites.β€’ Agile Casting (OH): 3D-printed molds + traditional casting.β€’ Zynnovation (VA): TreeDiaper eco-solution + standard wraps. World-class innovation. Zero supply chain visibility.
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@vicpara
Victor Paraschiv
2 months
7/15 Here's the crushing paradox:.βœ… 98% of manufacturers launched digital transformation.βœ… 78% actively invest in supply chain software.❌ 67% admit their marketing is "moderately effective". The infrastructure exists. The connection doesn't.
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@vicpara
Victor Paraschiv
2 months
6/15 The smart manufacturing market is about to EXPLODE:.πŸ“ˆ From $108.9B (2023) β†’ $241.0B (2028).πŸ“ˆ That's 120% growth in 5 years. While American manufacturers innovate in shadows, overseas suppliers capture market share through superior VISIBILITY.
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@vicpara
Victor Paraschiv
2 months
5/15 Meanwhile, the Midwest is EXPLODING:.πŸ”₯ 19% year-over-year growth.πŸ”₯ Crushing national averages.πŸ”₯ Outperforming service sectors. Ohio alone: 700,780 manufacturing workers across 11,515 companies. Yet this renaissance remains invisible to supply chains.
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@vicpara
Victor Paraschiv
2 months
4/15 The innovation iceberg is REAL:.β€’ 70-80% Traditional products (pays the bills).β€’ Variable% Custom solutions (high-margin but limited).β€’ 3-5% Revolutionary innovations (world-class tech collecting dust). These aren't capability gaps. They're VISIBILITY crises.
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