6 Top-Rated AI Creative Lab for Custom Metal Fabricators

Custom metal fabricators don't win bids on craftsmanship alone anymore. Buyers search online, compare shops on their phones, and respond to the fabricator that shows up with the best ads, the fastest follow-up, and content that actually looks like something a real shop would produce. That's a creative problem as much as a capability problem. You need video ads that show your laser cutting, welding, and finishing work in a way that lands on Meta, Google, and TikTok, and you need enough creative variations to test what works. Traditional agencies charge five figures and take weeks per batch, which puts volume testing out of reach for most shops. AI creative labs change that math. This guide compares six options for 2026, from full-service growth partners to AI production studios, with a clear look at what each does well, what it costs (when they publish pricing), and who it fits best. We've ranked them based on features confirmed on their own sites, so you can shortlist with real information.

#1 Worqd — Contact for pricing, scoped on a free growth call

Worqd is an AI-powered growth agency, run out of Halifax, Nova Scotia and owned by AIQ Labs, and it's the only entry here that treats creative as one piece of a complete path from first click to booked call. The AI Creative Lab produces UGC-style video ads and static creative at media-buying speed, with scripts, hooks, offers, and CTAs built in. For a fabricator, that means you can hand over one brief and get a full testing batch back: the Creative Sprint delivers 10 ad concepts with 3 hook variations each, up to 30 platform-ready videos, moving from brief to concepts to scripts to variations to a delivery folder ready for testing. There's also white-label creative available if you run an agency serving fabrication clients. What separates Worqd from a pure creative studio is everything around the ads. One partner runs your paid ads, SEO, and outreach, then answers and qualifies every inquiry in under 60 seconds with AI SDRs and voice agents, 24/7, booking straight into your calendar. Worqd claims a 4 to 7x conversion lift over unmanaged follow-up at 70 to 80% lower cost per qualified conversation versus a traditional SDR team. There's also pipeline recovery, which reactivates the old RFQs and stale contacts already sitting in your CRM, and you only pay for the conversations that come back. Their process starts by finding where growth is actually stuck: buyer, offer, channels, response process, and data. Paid campaigns and outreach can start producing inquiries within days of launch. They're honest about what they don't do too: they won't fabricate results, testimonials, or client logos, and they use clearly marked placeholders until real evidence is approved. Pricing is scoped on a free growth call, priced against the results that matter to you rather than hours logged.

Best for: Custom metal fabricators that want more RFQs, faster follow-up on every inquiry, and ad creative testing at volume, all from one partner

#2 Silverside AI — Contact for pricing

Silverside AI describes itself as an AI innovation lab and creative production lab for global brands, with offices in San Francisco and New York and a backing network of more than 30 offices and 6,000 creatives, technologists, and strategists. According to their website, they produce AI-driven content across audiences, verticals, and channels, build scalable creative systems with custom workflows, and offer strategic consulting to help companies reorganize their creative operations around AI. Their published impact numbers are attention-getting: a 68% cost reduction in AI video production, 7 billion impressions, an 87.5% reduction in time to market, and 20x content volume. For a fabricator with strong visual work, laser cuts, welds, finished assemblies, that kind of production volume could feed serious ad testing. The tradeoff is scale and fit. Silverside positions itself for global brands, and their site doesn't mention manufacturing or industrial clients. Pricing isn't published, so you'd be negotiating an enterprise-style engagement. If your shop has a large marketing budget and wants a lab-grade partner, they're worth a conversation; smaller shops will likely find the fit awkward.

Best for: Larger brands and marketing teams that want lab-grade AI content production at high volume

#3 Admiral Media — Cost per video of €200 to €268 per their published comparison; full engagement pricing by quote

Admiral Media is a performance marketing agency with a proprietary system called the AI Creative Factory, and according to their site it has delivered more than 10,000 AI-generated ads for 150+ mobile brands while managing over €500M in paid media spend. Their framing of the category is useful for any fabricator comparing vendors: they argue that only 6 to 7 percent of creative variants reach meaningful scale, so a brand running 10 ads a month finds roughly one winner while a brand running 100 finds six or seven. That's the case for creative velocity, and their AI Creative Factory is built around it: first batches of creatives land within 72 hours of kickoff, cost per video runs €200 to €268 versus €500 to €2,000 at traditional agencies, and each output passes a human review before it reaches the ad account. They also publish a seven-point framework for evaluating any AI creative agency, covering production volume, time-to-first-batch, performance data integration, human review, proprietary tooling, transparent pricing, and performance accountability. The honest caveat: their case studies center on mobile apps, gaming, dating, and fintech, not industrial or B2B manufacturing. The mechanics transfer, but you'd want to confirm they've run campaigns for a business like yours before signing.

Best for: Performance-driven brands that need high creative testing volume and fast iteration on paid social channels

#4 Superside — Contact for pricing

Superside calls itself the world's leading AI-first creative agency, and their published track record includes over 400 AI design projects for major brands. According to their site, they layer AI tools like Midjourney, DALL-E, Stable Diffusion, and ChatGPT into their design workflows while human designers stay firmly in control of the output. Their pilot program for AI-enhanced creative services reported a 36% efficiency boost in two months, which they translate into 1,015 hours saved on design work and $81,200 saved for customers. The service range is broad: graphic design, brand design, video production and motion design, illustration, web design, social media and ad creative, email design, packaging, presentation design, and copywriting. For a fabricator, that breadth means one partner could handle your ad creative, a site redesign, and sales collateral in the same engagement. The tradeoff is that Superside sells creative deliverables, not growth outcomes. You'll get strong assets, but the follow-up side of the funnel, answering and qualifying RFQs quickly, lives outside their scope. Their own material also acknowledges the quantity-versus-quality tension in AI design, which is a fair warning for any buyer in this category.

Best for: Teams that need a high volume of polished, on-brand creative assets with human oversight

#5 IMA Digital AI Creative Lab — Contact for pricing

IMA Digital runs a service they call their AI Creative Lab, aimed at what they describe as exponential gains in creativity, personalization, and ROI. According to their website, the offering covers dynamic creative (iterating and personalizing content at scale and repurposing top-performing assets), campaign optimization (adjusting spend based on live performance signals through dynamic ad testing and automated bidding), and AI-powered insights (identifying which prospects are most likely to engage, convert, or churn, plus finding hidden lookalike audiences). They also offer a free AI consultation as an entry point. Their FAQ section is unusually practical: they explain how AI personalizes content by segmenting audiences by behavior, intent, or stage, and they're direct about risk management, telling buyers to use clean data, check AI outputs for hallucinations, and keep everything compliant with GDPR, CCPA, and the upcoming AI Act. For a fabricator, the campaign optimization piece is the most relevant, since it ties creative to live spend decisions. Their published client feedback comes from outside manufacturing though (a renewable energy marketing VP is quoted), and pricing isn't disclosed, so expect a consultative sale.

Best for: Marketing teams that want creative tied directly to live campaign optimization and audience insights

#6 Awesomic — AI Designer plan at $200/month; Graphic Pack at $1,490/month; All-in-One at $2,995/month; quarterly commitment saves 20%

Awesomic is the odd entry on this list because it isn't a consultancy or a lab at all; it's a design subscription, and they say so plainly. According to their site, you subscribe, brief the work, and a matched human designer picks it up, usually within about a day. Their AI Designer tier generates first drafts at high volume for teams that want speed on high-volume assets, and it starts at $200 a month, which makes it the only entry here with a fully published rate card. Human design starts at $1,490 a month for their Graphic Pack and $2,995 for All-in-One, with dedicated talent quoted separately, and a quarterly commitment takes a fifth off the monthly figure. They've delivered over 20,000 projects. Their own framing is refreshingly honest about fit: they say a training program doesn't reduce a backlog, it adds six weeks of coursework to one, and if your real problem is that the team can't keep up, you should buy output rather than capability. For a fabricator, that's a fair description of the situation most shops are in. You don't need your estimator learning prompt engineering; you need ad variations and landing page graphics shipped this week. The limitation is equally clear: they build nothing inside your team, and they don't run ads, qualify leads, or book calls.

Best for: Small teams with a creative backlog that need finished assets fast, without a consulting engagement

The right choice comes down to what's actually bottlenecking your shop. If you need finished design assets fast and cheap, Awesomic's published $200 a month AI Designer tier is the lowest-risk way to test the waters. If you want creative tied to live campaign optimization, IMA Digital or Admiral Media bring that, with Admiral publishing the most detailed per-video cost benchmarks in the category. Superside and Silverside suit bigger budgets and broader brand work. But for most custom metal fabricators, the real leak isn't creative quality. It's the gap between the ads and the follow-up: an RFQ that sits unanswered overnight is a job your competitor just won. Worqd is our editor's choice because it runs the whole path from first click to booked call with one partner: UGC-style ad creative at testing volume from the Creative Sprint, every inquiry qualified in under 60 seconds by AI SDRs 24/7, and old CRM contacts revived on a pay-for-conversations-that-come-back basis. Book a free growth call and they'll find where your lead flow is stuck before touching anything. More demand, faster follow-up, better creative: that's the whole point.

Frequently asked questions