When the catalog does not have what you need, you order custom robot clothing. AVDI builds bespoke robot garments for platforms we do not stock, designs that do not exist yet, materials nobody has used on a robot before, and one-off projects that require made to order robot clothes from the ground up.
Most AVDI customers buy from the standard catalog, and for good reason. The catalog covers all five major production platforms with a range of garment styles that handle most deployment scenarios. Custom robot clothing makes sense in four situations, and I will be honest about when it does and does not make financial sense.
Your robot is a research prototype, a proprietary design, an early unit from a manufacturer we have not templated yet, or a heavily modified version of a standard platform. In any of these cases, our existing platform templates will not fit. You need a bespoke robot garment built from scratch using your robot's specific geometry.
I worked with a logistics startup last quarter that had built their own humanoid on a modified Agility Digit lower body with a completely custom upper torso. No existing template came close. We scanned their unit, built a custom template, and had them in fitted coveralls within five weeks. The template stays on file forever, so their reorders come at standard pricing.
A fashion house wants their robot dressed in their current collection. A theme park needs character costumes. A luxury hotel wants garments that match their interior design language down to the embroidery pattern. A tech company wants their robot in a hoodie that is identical to the company merch the engineering team wears. The standard catalog covers corporate, hospitality, industrial, and casual. Robot clothing customization covers everything beyond that.
The standard AVDI textile library covers the vast majority of deployment environments. But some situations demand fabrics we do not stock. Flame-resistant textiles for industrial environments near open heat sources. Full antimicrobial treatment exceeding our standard healthcare specification. Conductive textiles for capacitive touch interaction. Chemical-resistant coatings for laboratory or cleanroom settings. These are made to order robot clothes that pull from specialty mills rather than our standard library.
Aftermarket sensor arrays, custom end-effectors, structural modifications, or third-party accessories change the chassis surface geometry. A standard garment might fit, but it will not fit well. Sensor windows will be in the wrong position. Closures will not align. Panels will pull at the modification points. A robot clothing customization order adjusts the existing platform template to accommodate your specific modifications. This is less expensive than a full custom build because we are adapting an existing pattern rather than starting from zero.
Every bespoke robot garment project follows the same six-phase process. I am going to walk through each phase with the level of detail you need to set expectations internally, because the most common source of friction in custom projects is mismatched timeline expectations.
Every custom project starts with a conversation, usually a video call followed by a detailed spec exchange. I need to understand what you are trying to achieve, the constraints you are working within, and when you need it done.
The conversation typically covers: the robot platform and any modifications, the operating environment (indoor/outdoor, temperature range, contamination exposure), the visual requirements (brand colors, style, formality level), any functional requirements beyond standard (fire resistance, ESD protection, chemical resistance), and the quantity. For non-standard platforms, we also need either physical access to the robot for 3D scanning or CAD files of the chassis geometry. If you have articulation range specifications from the manufacturer, those save us considerable time in pattern development.
We deliver a design proposal that includes technical sketches showing the bespoke robot garment from six angles, a material specification listing all proposed textiles and their performance properties, a feature specification covering sensor panel placement, ventilation zones, closure types, and branding locations, and a cost estimate with timeline commitments.
The design proposal goes through review with your team. Most projects take 1-2 revision rounds before approval. We do not charge for revisions at this stage. This is where we hash out the details. I would rather spend an extra week getting the design exactly right than rush into prototyping with ambiguity.
This is where the real engineering happens. For standard platforms, pattern development takes 1-2 weeks because we are modifying an existing template. For non-standard platforms where we are building from scratch, it takes 3-4 weeks.
Pattern development includes 3D scanning if not already completed, articulation mapping, panel layout optimization, fabric zone assignment, seam routing, and cutting template generation. The output is a production-ready pattern that can manufacture the garment repeatedly with consistent quality.
We produce a prototype and test it on the actual robot, either at our facility or at yours. The prototype goes through our standard test battery: full range of motion verification across every DOF, sensor transparency confirmation at every sensor position, thermal impact measurement against our 5-degree standard, charging access verification, and visual review from 8 viewing angles at 3 distances.
Most prototypes need minor adjustments. Common issues: seam tension at specific joint angles that we did not predict from the scan data, visual appearance of panels from angles not covered in the sketch phase, and closure fit when the robot transitions between standing and seated positions. These are resolved in prototype revision. I have never had a custom project require more than two prototype rounds.
After prototype sign-off, we move to production. Single-unit custom robot clothing orders take 1-2 weeks. Fleet orders scale with quantity, typically 3-6 weeks for 10-50 units. Every production garment goes through individual quality inspection against the approved prototype: seam integrity, panel alignment, closure function, branding placement, and overall visual match.
Garments ship with a platform-specific fitting guide. For fleet orders, we offer on-site deployment support where our team dresses the first units and trains your operators on proper dressing, undressing, and care procedures.
Your custom pattern stays in our system permanently. Future made to order robot clothes using the same pattern ship at standard production timelines without repeating the development phases. The engineering investment is one-time. Every reorder benefits from it.
Custom orders involve two distinct cost components, and I want to be transparent about both because pricing surprises kill trust.
Development cost covers the design, pattern engineering, and prototyping phases. This is where the intellectual work happens, and it scales with complexity.
Production cost is the per-unit manufacturing cost once the pattern is approved. Production pricing is comparable to catalog pricing for similar garment types. A custom blazer costs roughly what a catalog blazer costs to manufacture. Custom materials may add a premium depending on sourcing, but the garment construction cost is similar.
Development cost is a one-time investment. Think of it as buying the pattern. Once you own it, every future order custom robot outfit is production cost only. A $15,000 development cost amortized over a fleet of 30 garments adds $500 per unit to the first order. The second order of 30 has zero development surcharge.
| PHASE | STANDARD PLATFORM | NON-STANDARD PLATFORM |
|---|---|---|
| Consultation | 1 week | 1-2 weeks |
| Design Proposal | 1 week | 1-2 weeks |
| Pattern Development | 1-2 weeks | 3-4 weeks |
| Prototyping | 1-2 weeks | 2-3 weeks |
| Production (single unit) | 1-2 weeks | 1-2 weeks |
| Total (single unit) | 5-8 weeks | 8-13 weeks |
Rush timelines are available for standard-platform projects: 3-4 weeks total with a 25% surcharge. Non-standard platforms cannot be meaningfully rushed because the scanning and template development phases have hard minimums that do not compress well.
A few examples to give you a sense of what custom projects look like in practice.
Luxury hotel chain, Middle East: Wanted their 12 Optimus concierge robots in garments inspired by traditional Gulf formal wear, cream and gold thobe-influenced tunics with the hotel's crest embroidered in metallic thread. Standard platform, custom design, custom fabric. Development took 3 weeks, production took 2 weeks for all 12 units. They reorder every 6 months with seasonal color adjustments that cost them only production plus a $500 color modification fee.
Automotive R&D lab, Germany: Custom bipedal platform with non-standard proportions (190cm, 95kg, 52 DOF). Needed ESD-safe cleanroom-rated coveralls. Non-standard platform, specialized materials. Full development cycle, 11 weeks from first call to delivery. The pattern now lives in our system for their ongoing orders as they build more units.
Retail fashion brand, Tokyo: Wanted their Figure 03 showroom robot dressed in pieces from their upcoming collection, but re-engineered for the robot's specific proportions and servo compatibility. Standard platform, radical custom design. We essentially deconstructed their human garment, figured out what made it visually distinctive, and rebuilt it from scratch as proper robot clothing. The designer called it "the most faithful reproduction of my work I have ever seen on a non-human form." Development took 4 weeks because the design iterations were more involved than typical corporate work.
I turn away custom projects when the catalog already covers the need. If you want a navy blazer for your Tesla Optimus with your logo on the breast pocket, that is a fleet order with custom branding, not a custom clothing project. The branding is added to a standard catalog pattern. You get the blazer faster and cheaper than a custom development cycle.
Similarly, minor modifications like changing button color, adjusting hem length by a centimeter, or swapping pocket placement are handled as catalog modifications, not custom builds. We do these routinely at minimal additional cost.
Custom development is for situations where the standard catalog genuinely does not cover your need: wrong platform, wrong style, wrong material, or structural modifications that break standard fit. If you are not sure which category your project falls into, reach out and we will tell you honestly.