18VC Podcast Ep # 6 Building the AI Operating System for Apparel Manufacturing with ThreadLabs Co-Founders Rylan Jimenez & Diora Juraboeva
70% of US apparel manufacturers still collect production data manually. Only 16% have real-time visibility across the floor. Most shops still run on WhatsApp threads, Gmail, and the foreman’s memory.
Rylan Jimenez and Diora Juraboeva, the co-founders of ThreadLabs, are building the AI intelligence layer for the apparel production industry — not another ERP, but a layer that sits on top of whatever tools a shop already uses, so it works for both a 40-year-old LA cut-and-sew factory with no software and a Chinese factory with an ERP from 20 years ago.
In this episode, the hosts Philip and David sit down with Rylan and Diora to unpack how a USC Marshall finance student and a Formula-SAE composites engineer ended up building a manufacturing OS together. We get into how they actually met (month two of college, on Formula SAE), the early ThreadLabs idea that came out of a Google hackathon in 2024, Rylan’s years as a freelance fashion designer, hundreds of hours Rylan spent on factory floors in DTLA, the pivot from a brand-facing AI design tool to a manufacturer-facing ops layer, the macro reshoring tailwind, how the Smart Timelines / Risk Flags / Update Autopilot features actually work, what the Techstars Catalyst program forced them to figure out, and Rylan’s closing advice for student founders — that genuine value doesn’t come from AI, it comes from solving the problem, and that the right first step is to do it without any tech at all.
A conversation about staying close to the floor, picking the right wedge, and building in an unsexy, deeply offline industry.
— Chapters —
(00:00) Highlight reel
(00:43) Welcome & how we met Rylan and Diora
(02:54) Rylan's path: mech engineering → VC at USC
(06:30) What working in VC actually teaches you about building
(12:57) Why building beats investing (for now)
(15:14) Diora's building journey: F1, USC Racing, Honda, Fisher-Price
(17:43) Founding VC Academy together at USC
(19:53) How Rylan and Diora actually met (Formula SAE, month two)
(23:08) The original ThreadLabs idea: an AI tool for fashion designers
(25:48) Rylan's freelance fashion-design years (16–19)
(28:07) Where the name "ThreadLabs" came from — and the rebrand coming
(29:16) Why now: tariffs, reshoring, and the manufacturing tech gap
(32:43) The pivot: from "better ERP" to an intelligence layer on top
(35:39) Hundreds of hours on DTLA factory floors — what manufacturers actually want
(39:31) What the product does today vs. six months ago
(44:21) Onboarding, ERPs, and going white-glove on day one
(45:34) Smart Timelines, Risk Flags, and Update Autopilot — how they work
(48:23) DTG, screen print, embroidery, cut-and-sew — printing types, not products
(50:41) Traction: 5 pilot shops, $50K generated, and where the new product stands
(53:27) Scaling beyond LA — international manufacturers and other verticals
(56:35) The 3-person founding team (with CTO Dennis Pavlov
(01:00:22) What the Techstars Catalyst program actually taught them
(01:02:20) One word other than "founder": boring vs. people-orientated
(01:05:18) The hardest part of being a founder: scope creep and narrowing down
(01:08:47) How being a founder changes the way you live with uncertainty
(01:11:26) Mentors, advisors, and Rylan's closing advice for student founders
(01:16:08) Outro
— Connect with ThreadLabs —
Rylan on LinkedIn: https://www.linkedin.com/in/rylan-jimenez/?skipRedirect=true [https://www.linkedin.com/in/rylan-jimenez/?skipRedirect=true]
Diora on LinkedIn: https://www.linkedin.com/in/dioraj/?skipRedirect=true [https://www.linkedin.com/in/dioraj/?skipRedirect=true]
ThreadLabs on LinkedIn: https://www.linkedin.com/company/thread-labs-sc/ [https://www.linkedin.com/company/thread-labs-sc/]
ThreadLabs Website: https://threadlbs.com/landing [https://threadlbs.com/landing]
— Connect with 18VC —
18VC Website: https://www.18-vc.com/ [https://www.18-vc.com/]
18VC Podcast on Spotify: https://open.spotify.com/show/6b3YoAMLjZLziwqHWy3EXb [https://open.spotify.com/show/6b3YoAMLjZLziwqHWy3EXb]
18VC Podcast on YouTube: https://youtube.com/@18vcpodcast?si=l69vI6hHwLgIvw4N [https://youtube.com/@18vcpodcast?si=l69vI6hHwLgIvw4N]
18VC Instagram: https://www.instagram.com/18venturecapital/ [https://www.instagram.com/18venturecapital/]
18VC LinkedIn: https://www.linkedin.com/company/eighteenvc/ [https://www.linkedin.com/company/eighteenvc/]
18VC X: https://x.com/Official18VC [https://x.com/Official18VC]