Depix AI

DEPIX_TERMINAL v2.0 — CONNECTEDSESSION: DPX-2026-MTL // SECURE×ENTRYPRODUCT_VISIONDESIGN_LABBLOGGALLERYTry Image_LabTHE PRODUCT DESIGN WORKFLOW TOOL BOX.DEPIX.FROM INTENT TO PRODUCT.Depix is the Pre-CAD system — where design intent becomes handoff ready geometry. Built for product designers who need more than a beautiful render.Request a live demo...TRIGGER_LINKSUGGESTIONS:MENTAL HEALTH COMPANIONEPIGENETIC MODIFIERLIGHT PAINTING WANDMAGNETIC LEVITATION LAMPZERO-G SLEEPING BAGPERFORMANCE METRICSLIVE100×Speed100%Integrity200+PresetsSOC2Type II CertifiedAI-Powered Product Design VisualizationCreate, visualize and change products — without prompts, sketches or CAD.Depix is a product design workflow that generates refined visual concepts, animations, and editable 3D models — from first concept to production-ready output. Amplify your creativity and output.$ ./workflow.shONE WORKFLOW. THREE STAGES.01Product VisionStart with an idea.Design intelligence to steerable visual concept in 1, 2 or 4K decision and market ready output.02Design LabRefine, visualize and animate.AI-powered rendering, animation, and visualization — images, video and 3D in one real-time workspace.03Product ShapeChange the product.Transforms generated tri or quad 3D to editable sub D models. 3D bezier powered editor enables feature line adjustment.Built by product designers. Trusted by industry leaders in automotive, consumer products, and industrial design.$ ls /products/THE TOOLSDESIGNProduct_VisionAI product design from intent — no CAD requiredText-to-concept product generationNo CAD or sketch requiredRapid ideation across categoriesMarket-ready visual output[GET PRODUCT_VISION] →ENTERPRISEDesign_LabEnterprise AI rendering and design suiteOn-premises secure deployment availableCustom model training & fine-tuningEnterprise SSO & dedicated SLAFull audit trail & version control[REQUEST DEMO] →3D MESHProduct_ShapeAI 3D modeling — turn renders into editable meshGeometry reconstruction and optimizationImage to editable 3D modelProduction-ready 3D output[REQUEST DEMO] →CMF INTELLIGENCECMF_VisionFrom trend signals to product-ready color and material strategiesDetect emerging color and material trends globallyGenerate curated CMF palettes for specific marketsMatch finishes, textures, and materials to product intentUpload product images and instantly visualize new CMF directionsAccelerate CMF strategy from research to concept[REQUEST DEMO] →IMAGE INTELLIGENCEImage_LabReal-time AI rendering and creative platformCross-platform (web, desktop, mobile)200+ curated style presetsVoice-driven editing workflowShared team galleries & review[TRY NOW] →COMING SOON$ ls /output/gallery/CREATED IN DEPIX✕ CLOSE◂▸$ ./connect.shGET IN TOUCHLET'S TALKEnterprise teams, OEMs, investors. The window for exclusive access is closing.email:info@depix.ailoc:780 Brewster Ave, Montreal, QCBOOK_A_DEMO →first_namelast_namework_emailcompanyinterestselect...CMF_VISIONPRODUCT_VISIONDESIGN_LABPRODUCT_SHAPEIMAGE_LABTHE WORKFLOW SYSTEMmessageTRANSMIT → --- DEPIX_TERMINAL v2.0SESSION: DPX-2026-MTL×ENTRYPRODUCT_VISIONDESIGN_LABBLOGGALLERYTry Image_LabPRODUCTThe CMF Process Is Broken. We're Fixing It.March 18, 2026Getting color, material, and finish right is one of the most time-consuming parts of product development — and one of the most important. It's what makes a product feel premium, on-trend, and intentional. It's also where projects stall.The typical CMF workflow looks something like this: weeks of trend research across fragmented sources, pulling together mood boards, requesting physical samples from suppliers, waiting on those samples, reviewing them under different lighting conditions, going back and forth with stakeholders, and then — maybe — landing on a direction everyone agrees on.All of that before you've even seen how the finish actually looks on your product.We built Depix CMF Vision to change that.### What Is Depix CMF Vision?Depix CMF Vision is a new tool that lets you explore color, material, and finish trends from around the world — and then apply them directly to any image inside Depix Image Lab.Instead of spending days hunting through trend reports and trying to mentally project how a colorway might land on your design, you can see it. Immediately. On your actual product concept.Spot a trend. Apply it. Evaluate it. Move on or refine. All in one flow.### Why This MattersCMF decisions have always been slow because the gap between inspiration and visualization was wide. You'd find a finish you liked in a trend report, then spend days trying to communicate that direction to your team through swatches, reference images, and long email threads.Depix CMF Vision closes that gap. When you can go from a global trend to a visual concept applied to your product in minutes, you're not just speeding up the process. You're fundamentally changing how CMF decisions get made.Teams can explore more options. Stakeholders can align faster. And designers can spend their time on creative direction instead of logistics.### A New Workflow, Not Just a Faster OneThis isn't about doing the same thing with less friction. It's about working in a way that wasn't possible before.When exploring a new colorway or surface finish used to carry the overhead of weeks of research and sample coordination, most teams played it safe. They defaulted to what they knew. The cost of exploration was too high.With Depix CMF Vision, that cost drops to almost nothing. Which means bolder decisions, wider exploration, and better products.### Coming SoonDepix CMF Vision is on its way. Stay tuned — the way products get designed is about to change.NEWSDepix Featured in Develop3D Magazine — and Speaking at Develop3D LiveMarch 6, 2026We're proud to announce that Depix is featured in the February/March 2026 edition of Develop3D Magazine — the leading publication for technology in the product lifecycle.The two-page feature, titled "Picture Perfect," covers how Depix is using AI to transform visualization workflows for product designers and engineers. Stephen Holmes spoke to Depix CEO Philip Lunn about how AI capabilities are reshaping design processes — from real-time rendering to instant concept generation.Read the full article on Develop3D.com →In addition to the magazine feature, Depix is a featured speaker at Develop3D Live — taking place on March 25th, 2026 in Coventry, UK.Develop3D Live is the premier event for professionals working across product development, engineering, and design technology. We'll be presenting our vision for AI-native product design workflows and demonstrating how tools like Product Vision and Image Lab are changing what's possible.Registration is now open.Register for Develop3D Live →PRODUCT VISIONWhat If the Charger Is the Presentation Device?February 26, 2026This didn't start with technology. It started with desire.I once wanted the Hermès Apple Watch strap.Not because I needed it. Because objects sometimes create meaning through presence.That made me think:What if a daily object could create the same feeling?I constantly want to show something from my phone — a sketch, a reference, an idea.But the moment dies because nobody has a projector.So the question changed:What if the charger is the presentation device?I explored it in Product Vision.A portable 3-in-1 charger for iPhone, Watch and AirPods with an integrated 4K projector.You place the phone on it — and the table becomes the screen.No cables. No setup. No "let me send you the link".Luxury isn't price. Luxury is immediacy.Form follows intent.ESSAYForm Follows Intent™Christian BraunFebruary 25, 2026↓ DOWNLOAD PDF"Form follows function" shaped modern design. It pulled form away from pure decoration and anchored it to purpose — an idea associated with Louis Sullivan and later echoed by the industrial clarity of the Bauhaus.But the world has changed.Today, generating form is fast. The bottleneck isn't producing shapes anymore — it's deciding what the product should be, and expressing that decision clearly enough that a team (and increasingly, a system) can create the right outcome.That's why I'm proposing a new principle: Form Follows Intent™.Intent includes function, but it's bigger than function. Function is what something does. Intent is what it must achieve.Intent combines the full reality of a product into one target: • what it must do (function), • what it must respect (constraints like package, cost, weight, safety, manufacturability), • what it must signal (brand identity and recognizability), • how it must feel (emotional target values), • and where it must live (context of use, user, environment).When intent is clear, form stops being a guess. Form becomes a consequence.This shift matters because sketching is a rare skill — and for many designers, it's also a barrier. In my career, I've met only a small number of people who can consistently sketch at a truly top level. Many designers can sketch, but the jump from "can sketch" to "can sketch in a way that instantly sells a vision" is enormous. For a lot of people, the fear of producing a weak sketch slows down the start of a project, even when the idea in their head is strong.Design has historically been gated by two difficult translation steps: turning a vision into a convincing sketch, and turning that visual into robust 3D. Both require long practice. Both are unevenly distributed across teams. And both can hold back great ideas simply because the medium becomes the judge.Intent-first workflows remove that gate for the majority. Not by removing taste or creativity — but by removing friction between meaning and credible visualization. The designer's job shifts upward: from manually drawing the solution to directing the outcome.This is not the end of craft. The craft just moves. The most valuable skill becomes the ability to specify intent precisely: to define constraints intelligently, to protect and evolve brand language, and to make confident decisions under ambiguity.And this won't stop in design.Just as sketching has been a bottleneck in design, manual modeling is a bottleneck in engineering. As systems become better at producing geometry under constraints, the role shifts from modeling everything by hand to specifying and verifying outcomes. The same pattern repeats: when production becomes cheap, decision-making becomes everything.That's the core of "Form Follows Intent."If you can express what you want with clarity — including performance, constraints, brand, emotion, and context — you can move faster, explore wider, and still land on outcomes that are more coherent, more credible, and more desirable.Form follows intent.PRODUCTDesign by Intent™: PreCAD Changes the EquationFebruary 25, 2026The traditional product design cycle looks like this: Ideation → Decision Phase → CAD Modeling → Simulation → Manufacturing. Each arrow represents weeks or months. By the time a concept reaches CAD, the team has already made hundreds of decisions under uncertainty — guessing at proportions, materials, and brand language because credible visualization wasn't available yet.PreCAD removes the front half of that problem.With PreCAD, the workflow becomes: PreCAD → CAD Modeling → Simulation → Manufacturing. The ideation and decision phase collapse into a single, fast loop. You describe intent. You see the result. You decide. In minutes, not months.This matters because the decision phase is where the most expensive mistakes happen. Choices made early — about form language, material direction, proportion — propagate forward through every subsequent stage. When those decisions are made quickly, under pressure, without proper visualization, the downstream cost is enormous.PreCAD gives design teams something they've never had: the ability to explore the full decision space before committing to CAD. Not with rough sketches or mood boards, but with production-quality visual output that accurately represents material realism, feature depth, and brand character.The result isn't just faster design — it's better decisions. Teams can explore directions that would have been abandoned in a traditional workflow simply because visualizing them would have taken too long. They can pressure-test brand language across product families in an afternoon. They can bring credible concepts to stakeholders at the beginning of a project, not the end.“Minutes, not months — material realism and feature depth feels production-ready.”— Mitja Borkert, Chief Design Officer, Lamborghini · February 13, 2026PreCAD doesn't replace CAD. It makes CAD better by ensuring the geometry that enters the modeler has already been validated against intent. The designer arrives at the CAD stage with clear direction — not a best guess.The constraint on product design has never been creativity. It's always been the time and cost of making creativity visible. PreCAD removes that constraint.PRODUCTWhat AI-Native Product Design Actually MeansFebruary 20, 2026Most AI design tools bolt intelligence onto existing workflows. A sketch tool that auto-renders. A CAD package that suggests shapes. These are useful additions, but they're not AI-native — they're AI-enhanced.Depix was designed differently. We started with a question: if you remove every constraint a designer faces today — the need to sketch, model, prompt, or code — what does the ideal product design workflow look like?The answer is intent-driven. You describe what you want to make. The system generates a precise, photorealistic visual concept. You refine it. You animate it. You extract a 3D model. Each step is handled by a purpose-built AI layer, not a general model jammed into a legacy interface.This is what AI-native means: not features added to an old tool, but a new tool built around AI as the primary actor.We believe this shift is as significant as the move from hand-drafting to CAD — and it's happening now.WORKFLOWFrom Concept to 3D Model in Under Five MinutesFebruary 10, 2026A typical product design cycle — from brief to production-ready 3D model — takes weeks. Sketch reviews, CAD iterations, rendering passes, client feedback loops. Every handoff introduces delay and information loss.We timed ourselves. Starting from a one-sentence product description, here's what a Depix session looks like:0:00 — Intent input. Type the product concept. Depix generates a set of high-fidelity visual concepts. No prompting skill required.1:30 — Selection and refinement. Choose the closest concept. Adjust materials, lighting, angle. The AI responds in real time.3:00 — Animation pass. Generate a 360° turntable or environment staging video. Suitable for client presentation.4:30 — 3D extraction. Export a clean, editable mesh. Ready for engineering review or manufacturing handoff.Under five minutes. From nothing to something real.This isn't a demo trick — it's the actual workflow. We've run it with automotive teams, consumer electronics brands, and industrial designers. The bottleneck is always the same: time spent on tools instead of thinking. Depix removes the tool friction.SECURITYDepix is SOC2 Type 2 Certified.January 28, 2026Enterprise design teams operate under strict data governance requirements. Client concepts, unreleased product visuals, and proprietary materials can't live in systems with unknown security postures.We take this seriously. Depix completed its SOC2 Type II audit in January 2026.What this means in practice:- All data in transit is encrypted via TLS 1.3 - At-rest encryption using AES-256 - Role-based access controls for all team features - Audit logs for all data access events - Annual penetration testing by a third-party firm - Strict vendor security reviews for all infrastructure partnersWe built security into the architecture from day one — not as a retrofit. Our audit was the formal confirmation of what we'd already built.If you're evaluating Depix for an enterprise team, we're happy to share our full security documentation. Reach out to support@depix.ai.COMPANYBuilding in Montreal: Why Location Still MattersJanuary 14, 2026Every tech company eventually gets asked: why are you based there?We chose Montreal deliberately, and we'd choose it again.Montreal sits at an unusual intersection. World-class AI research — MILA, Element AI's alumni network, McGill and Université de Montréal — means we recruit from a deep pool of machine learning talent. But it's also a design and film production hub, with a manufacturing tradition that keeps industrial design grounded in physical reality.Depix operates at the boundary of AI and industrial design. That boundary is where Montreal lives.There's also something less tangible. Montreal has a density of people who build physical things — aerospace engineers, game developers, industrial designers, architects. Our team talks to them constantly. It keeps our roadmap honest. We're not building for an abstract future user; we're building for people we know.We're currently operating out of the Mile-Ex district. If you're in Montreal and want to see the product in person, we'd like to show you.EVENTFrom iPad Sketch to Rendered Reality in Depix Design Lab: Maserati's Klaus Busse at MDC MilanPhilip LunnJune 6, 2025At the recent Mobility Design Conference in Milan, hosted by Konzepthaus as part of their HOA series, the theme Designing the Future was brought to life at the Depix.ai stand in the most inspiring way — with a visit from Klaus Busse, Head of Design for Maserati, Jeep Europe, and the Stellantis Design Studio.Known across the industry for his bold design vision and leadership across iconic brands, Klaus joined us for a live exploration of what AI can do for car designers. With an iPad in hand, he quickly sketched the unmistakable silhouette of a Maserati — elegant, dynamic, and effortlessly expressive.We took that sketch and ran it through our Depix Design Lab, where the transformation began. Using our proprietary tools — Style Drive and Scene Shift — we applied high-fidelity style transfer and environment adaptation to create studio-quality renderings, instantly.The crowd gathered, watching as the hand-drawn lines evolved into cinematic visuals. Within seconds, the Maserati took on surface reflections, material finishes, and atmospheric depth — a testament to how Depix is enabling a faster, richer, and more intuitive design process for automotive creatives.Klaus' reaction? One of curiosity, delight, and perhaps a glimpse of how future design workflows will seamlessly blend intuition and intelligence.For us at Depix, the moment was a highlight of the conference — a perfect example of how our platform empowers world-class designers to push ideas forward with unprecedented speed and freedom.To Klaus Busse: thank you for your time, creativity, and openness to the future. It was an honor to bring your sketch to life in a way that truly moved people.EVENTAutodesk Automotive Innovation Forum 2025Philip LunnMay 6, 2025Depix and Ideenkultivierung, our development partner, will be showcasing our latest software plugin for Autodesk VRED along with Design Lab at the upcoming Automotive Innovation Forum 2025, taking place on May 13–14 in Darmstadt, Germany. Join us at the Lenovo booth to experience firsthand how our technology enhances real-time visualization and streamlines design workflows for automotive professionals.The AIF 2025, themed "Ideas in Motion," is a premier event that brings together industry leaders to explore innovations in design, manufacturing, and digital transformation. With sessions covering topics like collaborative VR, advanced visualization, and digital factory solutions, it's an unmissable opportunity for professionals in the mobility sector.We're thrilled to be part of this dynamic event and look forward to connecting with fellow innovators. Don't miss the chance to see how Depix and Lenovo are pushing the boundaries of automotive design.EVENTLamborghini's Mitja Borkert Brings a Sketch to Life at MDC MilanPhilip LunnApril 15, 2025Last week in Milan, the energy was electric at the Mobility Design Conference, hosted by Konzepthaus as part of their HOA series. The day's theme — Designing the Future — set the stage for a truly unforgettable moment at the Depix booth, when Mitja Borkert, Design Director and Design Strategy at Automobili Lamborghini S.p.A., stopped by to put our technology to the test.With the eyes of the conference on us, we fed Mitja's raw sketch into our Depix Design Lab, where our AI tools, Style Drive and Scene Shift, brought his vision to life — transforming bold pen strokes into a fully realized, photorealistic rendering in multiple colorways and scenarios.It was more than a demo — it was a glimpse into the future of design workflows, where creativity and machine learning combine seamlessly to accelerate the journey from concept to visualization.Mitja's visit was a reminder of why we're building Depix: to empower designers, not replace them — to supercharge imagination, not constrain it.And here's a shot that captured the moment: Mitja Borkert (center), flanked by Christian Braun (left) and our CEO, Philip Lunn (right), just after the live demo.Thank you to everyone who dropped by, and especially to Mitja for bringing a spark of Lamborghini magic to the Depix booth.TUTORIALUnlock Your Brand's Visual DNA: How to Fine-Tune Depix's AI for Consistent, On-Brand DesignsMarch 4, 2025Imagine capturing the essence of your brand's visual identity — its unique "brand DNA" — and applying it effortlessly to new designs or breathing fresh life into older product lines. With Depix's fine-tuning capability, this is now a reality.Why Fine-Tuning AI for Your Brand MattersEvery brand has a signature look: the colors, textures, shapes, or design motifs that make it instantly recognizable. But ensuring that new products always "feel" right — or updating older designs without losing the essence — is a challenge. Fine-tuning Depix's AI on your own images solves this by teaching the model your brand's unique visual language.Step-by-Step Guide: Fine-Tuning Depix's AI on Your Images1. Select Your Image SetGather a collection of images that embody your brand's visual identity. These could be product photos, marketing materials, or iconic designs. Aim for 5–30 high-quality images to give the AI a robust understanding of your brand's elements — think color palettes, patterns, and key design details. Diversity is key, but keep the set cohesive to reflect your brand's core aesthetic.2. Prepare Your ImagesEnsure your images are high-resolution and consistent in theme. Clear, crisp visuals help the AI learn more effectively. Use Depix's platform to upload and organize your dataset easily. Consistent lighting or backgrounds can improve the AI's ability to focus on stylistic details.3. Fine-Tune the ModelLaunch the fine-tuning process through Depix's user-friendly interface. The AI will analyze your image set, identifying and learning the recurring visual patterns, color schemes, and design elements that define your brand.4. Apply the Style to New or Older Designs**New Designs:** Upload the concept or sketch, select your fine-tuned model, and watch Depix apply your brand's style instantly.**Older Lineup:** Revitalize archived designs by uploading them to the platform and letting the AI refresh them with your learned brand DNA.**Flexibility:** Fine-tune the intensity of the style application to balance heritage with innovation.Generate an array of new designs varying the influence of the base image until you find "the one."Why This Works for Your Brand**Consistency:** New products or refreshed classics stay unmistakably "on-brand," no matter when they were designed.**Efficiency:** Automate style application, saving hours of manual tweaking so your team can focus on creativity.**Versatility:** Blend your brand's heritage with modern trends, keeping your lineup fresh and relevant.Whether you're launching a new collection or reviving an older lineup, this process ensures your brand's DNA shines through every design.Depix's AI doesn't just mimic styles — it learns them, making it the ultimate tool for brands and designers who value precision and innovation. Ready to fine-tune your brand's visual identity? Get started at depix.ai.TECHNOLOGYBridging the Gap: How Generative AI Integrates 2D, 3D, and Physical WorkflowsFebruary 21, 2025In the fast-evolving world of car design, the creative process often feels like a juggling act. Designers bounce between sketching bold concepts on paper, refining them in 3D software, and sculpting physical clay models — each stage valuable, yet often siloed. Depix's generative AI bridges these gaps, creating a seamless flow from imagination to realization.Every car begins with an idea, often scribbled as a rough sketch. These early drawings are bursting with creativity but lack the detail needed to evaluate their potential. With Depix's generative AI, designers can transform a simple hand sketch into a photorealistic visualization instantly — adding surface materials, lighting, and environmental context while preserving the original design intent.Once a sketch moves into the 3D modeling phase, designers often face a new challenge: screen captures of digital models can feel flat or uninspiring, making it hard to sell the vision to stakeholders. Depix solves this by enhancing 3D model captures with AI-generated environmental context, material refinement, and cinematic lighting — turning technical outputs into compelling visual stories.Physical clay models have long been a cornerstone of automotive design, offering a hands-on way to refine proportions and surfaces. But clay alone can't tell the full story. Photograph a 1/3-scale clay model and run it through Depix, and suddenly you're looking at a full-size vehicle in a real-world setting, complete with realistic reflections, paint finishes, and atmospheric depth.What sets Depix apart is how our generative AI unifies these stages into a single, fluid process. Sketches don't just stop at 2D — they evolve into detailed renderings. 3D models don't stay trapped on screen — they come alive with real-world context. Clay models don't remain in the studio — they're transported into any environment imaginable.At Depix, we believe the future of automotive design lies in breaking down silos. Our generative AI doesn't replace the artistry of sketching, the precision of 3D modeling, or the craftsmanship of clay sculpting. It connects them, creating a continuous thread from the first spark of inspiration to the final design decision.Ready to bridge the gap in your design process? Try Depix today and experience the power of generative AI in action.TECHNOLOGYThe Convergence of AI and 3D: A New Era in Digital Image CreationFebruary 10, 2025Integration of generative AI into Autodesk VRED is one example of the convergence of AI and 3D. As this new era evolves, expect to see integration into all 3D modeling software.The digital art world is experiencing a fundamental transformation as artificial intelligence image generation merges with traditional 3D modeling and rendering workflows. This convergence is creating powerful new hybrid approaches that leverage the strengths of both technologies.Understanding the Traditional 3D PipelineTo appreciate the magnitude of this change, let's first consider how 3D imagery has traditionally been created. Artists would begin by modeling objects in 3D software, carefully crafting every surface and detail. Then they would set up virtual lighting, apply materials, and render the final image — a process that could take hours or days for a single frame.Enter AI Image GenerationThe emergence of AI image generation tools has introduced a radically different approach to creating images. These systems can produce complex visuals from text descriptions or reference images in seconds, bypassing the traditional modeling pipeline entirely.The New Hybrid WorkflowWhat we're seeing now is the beginning of a fascinating synthesis between these two approaches. Artists are developing workflows that leverage the strengths of both technologies:**Environmental Integration:** 3D models can now be seamlessly integrated into AI-generated environments. Artists might render their 3D assets with transparent backgrounds and have AI tools generate and blend contextual backgrounds.**Iterative Design Exploration:** Perhaps most revolutionary is how this combination accelerates the design exploration process. Artists can quickly generate multiple variations of their 3D models by using AI to experiment with different styles, materials, and environments.The Impact on Production PipelinesThis convergence is reshaping production pipelines across multiple industries. In product visualization, for example, companies can now create marketing materials in a fraction of the time previously required, while maintaining the precision of their 3D product models.Looking to the FutureAs these technologies continue to evolve, we're likely to see even deeper integration. Future tools might allow for real-time AI assistance during the 3D modeling process itself, suggesting modifications, generating variations, or automatically handling repetitive tasks.The Evolving Role of the ArtistThis technological convergence isn't replacing artists — it's empowering them to focus more on creative direction and artistic intent rather than technical execution. The most successful creators will be those who learn to orchestrate both AI and traditional tools effectively.For those looking to embrace this new paradigm, developing a strong foundation in traditional 3D principles remains crucial. Understanding form, lighting, and composition helps artists make better use of AI tools and produce more compelling results.The fusion of AI image generation with traditional 3D workflows represents more than just a technical advancement — it's a fundamental shift in how we approach digital image creation.TECHNOLOGYFrom Clay to Reality: Exploring Design Lab's Style Drive TechnologyFebruary 7, 2025In the ever-evolving landscape of automotive design visualization, Depix Design Lab's Style Drive technology represents a breakthrough in how we transform early-stage clay models into photorealistic product visualizations.Understanding Style DriveAt its core, Style Drive is an innovative tool within Design Lab that performs what we might call "visual translation." Think of it as an artist who can take the essential character of one image — the form, the proportions, the design intent — and express it through the visual language of another.The Process in ActionOur case study began with a photograph of a clay model truck. Clay modeling has long been the gold standard in automotive design, allowing designers to perfect form and proportion in three dimensions. But photographs of clay models, while useful, can't convey the final vision — the paint, the reflections, the road presence.This is where Style Drive enters the picture. We selected a reference image — a production truck photographed in a desert setting — as our "style driver." This image contained all the real-world elements we wanted: materials, environment, lighting, atmospheric depth.When Style Drive processes these images, it performs a complex analysis that separates content from style. It preserves our clay model's exact form and proportions while adopting the desert scene's materials, lighting conditions, and environmental context.Adding Motion to the MixThe transformation doesn't end with still images. Using Design Lab's upcoming image-to-video tool, we took our styled visualization and brought it to life through motion. This added a new dimension to the presentation, allowing stakeholders to experience the design from multiple angles.The Bigger PictureThis workflow represents more than just a technical achievement — it's a fundamental shift in how we approach design visualization. Traditionally, a significant gap existed between early clay models and final production imagery. Style Drive bridges that gap instantly.For design teams, this means faster decision-making, more efficient iteration cycles, and better communication with stakeholders. Being able to quickly transform a clay model photo into a convincing production visualization enables teams to evaluate designs earlier and more effectively.This technology doesn't replace the importance of physical modeling or traditional design skills. Instead, it enhances them by providing immediate feedback on how design decisions might translate to the final product.SHOWCASECor Seenstra Reimagines the Chevrolet Bel AirFebruary 7, 2025Reimagining an Icon: The Bel Air ConceptCor Seenstra, on CarDesignTV, tackled an ambitious challenge: reimagining the Chevrolet Bel Air for the modern era. Our AI-powered platform enabled him to blend classic proportions with contemporary design language, creating something both familiar and thrillingly new.Design EvolutionHis process began with quick ideation sketches focusing on the Bel Air's signature elements: the long, sweeping roofline, floating hardtop, and pronounced rear fins. He reinterpreted these through a modern lens, exploring how each element could evolve while maintaining the car's unmistakable character.Bringing Concepts to LifeUsing Depix's advanced rendering platform, Cor transformed initial line sketches into photorealistic visualizations. The platform enabled rapid experimentation with:Body colors and finishesLighting conditionsMaterial texturesEnvironmental reflectionsKey Design ElementsA glass canopy-style roof inspired by the original hardtop design, seamlessly integrating structural supportsSubtle, aerodynamic fin elements that echo the dramatic 1957 tailfins while enhancing modern performanceContemporary front-end styling featuring slim LED signatures and reimagined chrome accentsAll-electric powertrain with long-range battery pack and high-performance dual motorsAI-Enhanced Design ProcessDepix's platform dramatically accelerates the design workflow. Tasks that traditionally require days in Photoshop or 3D modeling software can be completed in hours. By automating the rendering process while preserving the designer's creative intent, the platform frees designers to focus on what matters most — the design itself.This project demonstrates how AI tools can preserve the spirit of automotive classics while pushing design boundaries. Whether reimagining an icon or creating something entirely new, Depix provides the tools to bring bold ideas to life at unprecedented speed.Experience the future of automotive design at depix.ai. --- DEPIX_TERMINAL v2.0SESSION: DPX-2026-MTL×ENTRYPRODUCT_VISIONDESIGN_LABBLOGGALLERYTry Image_LabPRIVACY_POLICYVersion Effective Date: April 12, 2024Depix Technologies, Inc. ("we," "us," or "our") values your privacy and is committed to protecting your personal information. 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However, no method of transmission over the Internet or electronic storage is completely secure. We strive to protect your data but cannot guarantee its absolute security.5. Data RetentionWe will retain your personal information as long as necessary to fulfill the purposes outlined in this Privacy Policy unless a longer retention period is required or permitted by law.6. Your Rights and ChoicesAccess and Correction: You may request access to or correction of your personal information.Opt-Out: You may opt out of marketing communications by following the unsubscribe instructions in our emails.Cookies: You can manage your cookie preferences through your browser settings.7. International Data TransfersAs a company based in Canada, your personal information may be transferred to and processed in Canada or other jurisdictions. We will ensure such transfers comply with applicable data protection laws.8. Children's PrivacyOur Services are not directed to individuals under 13, and we do not knowingly collect personal information from them.9. Changes to This PolicyWe may update this Privacy Policy from time to time. Any changes will be posted on this page with an updated effective date. We encourage you to review this Privacy Policy periodically.10. Contact UsIf you have questions about this Privacy Policy or need to exercise your rights, don't hesitate to get in touch with us:Depix Technologies, Inc.Address: 780 Av. Brewster Ste. RC-016Montreal, QC H4C 2K1Email: support@depix.ai --- DEPIX_TERMINAL v2.0SESSION: DPX-2026-MTL×ENTRYPRODUCT_VISIONDESIGN_LABBLOGGALLERYTry Image_LabTERMS_OF_SERVICEVersion Effective Date: April 12, 2024Thank you for using the Depix platform (the "Services"). These Terms of Service (the "Agreement") explain your rights regarding images and other assets generated with the Service or prompts entered into the Service (the "Assets"), your use of the Services, and other essential topics like arbitration. Please read it carefully. Our privacy policy outlines how we handle your data here.This Agreement is entered into by Depix Technologies, Inc. and the entity or person agreeing to these terms (the "Customer," "You," or "Your") and governs the Customer's access to and use of the Services.This Agreement is effective when the Customer is presented with it and proceeds to use the Services (the "Effective Date") or to receive or distribute Assets. These terms may be updated and presented again to the Customer from time to time. Continued use of the Services constitutes acceptance of the updated terms. If you disagree with this Agreement, please stop using the Services.Other documents referenced here, including the Subscription Plans page and the Community Guidelines below, may also govern the customer's use of the services.1. Service Availability and QualityWe are constantly improving the Services. The Services are subject to modification and change, including but not limited to the art style of Assets, the algorithms used to generate the Assets, and features available to the Customer. No guarantees are made concerning the Services' quality, stability, uptime, or reliability. Please do not create dependencies on any Services or Assets attributes. We will not be liable to You or Your downstream customers for any harm caused by Your reliance on the Services.Both the Services and the Assets are provided to Customer on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the Assets and assuming any risks associated with using the Services.Depix reserves the right to suspend or ban Your access to the Services at any time and for any reason. You may not use the Services to develop or offer competitive products or services. You may not reverse engineer the Services or the Assets. You may not use automated tools to access, interact with, or generate Assets through the Services. You may not resell or redistribute the Services or access to the Service. Only one user may use the Services per registered account. Each user of the Services must have their own account.You may not use the Service to try to violate the intellectual property rights of others, including copyright, patent, or trademark rights. Doing so may subject you to penalties, including legal action or a permanent ban from the Service.We reserve the right to investigate complaints or reported violations of our Terms of Service and to take any action we deem appropriate, including but not limited to reporting any suspected unlawful activity to law enforcement officials, regulators, or other third parties and disclosing any information necessary or appropriate to such persons or entities relating to user profiles, e-mail addresses, usage history, posted materials, IP addresses, and traffic information.2. Age RequirementsBy accessing the Services, you confirm that you are at least 13 years old and meet the minimum age of digital consent in your country. If you are old enough to access the Services in your country but not old enough to have the authority to consent to our terms, your parent or guardian must agree to our terms on your behalf.Please ask your parent or guardian to read these terms with You. If you are a parent or legal guardian and allow your teenager to use the Services, then these terms also apply to you, and you are responsible for your teenager's activity on the Services.Depix tries to make its Services PG-13 and family-friendly, but the Assets are generated by an artificial intelligence system based on user queries. This is a new technology, and it does not always work as expected. No guarantees are made as to the suitability of the Assets for the Customer.3. Your InformationUsing the Services, you may provide Depix with personal information such as your email address, user name, billing information, favorites, image outputs; text prompts that you enter, or sample images you upload to the Service. Our privacy policy can be found here.4. Content RightsYour RightsYou own all Assets You create with the Services to the fullest extent possible under applicable law. There are some exceptions:• Your ownership is subject to any obligations imposed by this Agreement and the rights of any third parties.• If you upscale the images of others, these images remain owned by the original creators.Please consult your lawyer if you want more information about your jurisdiction's current state of intellectual property law. Your ownership of the Assets you created persists even if, in subsequent months, You downgrade or cancel Your membership.5. DMCA and Takedowns PolicyNotification ProceduresWe respect the intellectual property rights of others. If you believe that material located on or linked to by the Services violates your copyright or trademark, please send a notice of claimed infringement to takedown@depix.com with the subject "Takedown Request" and include the following:• Your physical or electronic signature.• Identify the copyrighted work (or mark) you believe to have been infringed or, if the claim involves multiple works, a representative list of such works.• Identify the material you believe to be infringing sufficiently precisely and detailedly to allow us to locate that material.• We need adequate information to contact you (including your name, postal address, telephone number, and, if available, email address).• A statement that you have a good faith belief that use of the copyrighted material is not authorized by the copyright owner, its agent, or the law.• A statement that the information in the written notice is accurate.• A statement, under penalty of perjury, that you are authorized to act on behalf of the copyright owner.• If the copyright owner's rights arise under the laws of a country other than the United States, please identify the country.You may also send notices containing the above-required information to the following address:Depix Technologies, Inc.Attn: Takedowns Department780 Brewster Av RC-016Montreal, QC H4C 2K1info@depix.aiUpon receipt of a notice that complies with the foregoing, we reserve the right to remove or disable access to the accused material or disable any links to the material; notify the party accused of infringement that we have removed or disabled access to the identified material; and terminate access to and use of the Services for any user who engages in repeated acts of infringement.Please be aware that if you knowingly misrepresent that material or activity on the Services infringes your copyright, you may be liable for damages (including costs and attorneys' fees) under Section 512(f) of the DMCA.Counter-Notification ProceduresSuppose you believe that material was removed or access to it was disabled by mistake or misidentification. In that case, you may file a counter-notification with us by submitting a written notification to our copyright agent designated above. Such notification must include substantially the following:• Your physical or electronic signature.• An identification of the material that has been removed or to which access has been disabled and the location at which the material appeared before it was removed or access disabled.• We need adequate information to contact you (including your name, postal address, telephone number, and, if available, email address).• A statement under penalty of perjury by you that you have a good faith belief that the material identified above was removed or disabled due to a mistake or misidentification of the material to be removed or disabled.• A statement that you will consent to the jurisdiction of the Federal District Court for the judicial district in which your address is located (or if you reside outside the United States for any judicial district in which the Services may be found) and that you will accept service from the person (or an agent of that person) who provided us with the complaint at issue.Our designated agent to receive counter-notices is the same as the above agent.The DMCA allows us to restore the removed content within 10-14 business days unless the complaining party initiates a court action against you during that period and notifies us.Please be aware that if you knowingly misrepresent that material or activity on the Services was removed or disabled by mistake or misidentified, you may be liable for damages (including costs and attorney's fees) under Section 512(f) of the DMCA.6. Dispute Resolution and Governing LawIf a dispute, controversy, or claim arises from or relating to these Terms ("Dispute"), the Dispute will be resolved by binding arbitration rather than in court. The parties will first try in good faith to settle any Dispute within 30 days after the Dispute arises. Suppose the Dispute is not resolved within 30 days. In that case, it shall be resolved by arbitration by the American Arbitration Association's International Centre for Dispute Resolution in accordance with its Expedited Commercial Rules in force as of the date of this Agreement ("Rules").Each party will bear its lawyers' and experts' fees and expenses, regardless of the arbitrator's final decision regarding the Dispute.7. Community Guidelines• Be kind and respect each other and the staff. Do not create images or use text prompts that are inherently disrespectful, aggressive, hateful, or otherwise abusive. Violence or harassment of any kind will not be tolerated.• No adult content or gore. Please avoid making visually shocking or disturbing content. We will block some text inputs automatically.• Respect others' creations. Do not distribute or publicly repost the creations of others without their permission.• You may not use the Services to generate images for political campaigns or try to influence an election's outcome.• You may not use the Services or the Assets to attempt to deceive or defraud anyone.• You may not use the Services for illegal activity, nor may you upload images to our servers that involve illegal activity or where the uploading itself may be illegal.• You may not intentionally mislead recipients of the Assets about their nature or source.• Respect others' rights. Do not upload others' private information.• Be careful about sharing. It's OK to share Your creations outside of the Depix community but please consider how others might view Your content.• Banhammer. Violations of these rules may result in bans from our services. We are not a democracy. Behave respectfully or you may lose your rights to use the Service.8. Limitation of Liability and IndemnityWe provide the service as is and make no promises or guarantees about it. You understand and agree that we will not be liable to You or any third party for any loss of profits, use, goodwill, or data, or any incidental, indirect, special, consequential, or exemplary damages. However, they arise. You are responsible for Your use of the service. If You harm someone else or get into a dispute with someone else, we will not be involved.To the extent permitted by law, you will indemnify and hold us harmless, our affiliates, and our personnel from and against any costs, losses, liabilities, and expenses (including attorneys' fees) from third-party claims arising out of or relating to your use of the services and Assets or any violation of these Terms.9. MiscellaneousForce Majeure. Neither party will be liable for failure or delay in performance to the extent caused by circumstances beyond its reasonable control, including acts of God, natural disasters, terrorism, riots, or war.No Agency. This Agreement creates no agency, partnership, or joint venture.Severability. If any part of this Agreement is invalid, illegal, or unenforceable, the rest will remain in effect.No Third-Party Beneficiaries. This Agreement does not confer any benefits on any third party unless it expressly states that it does.Survival. The sections and obligations in this Agreement that a reasonable person would expect to survive will be the IP and privacy stuff.