Intelligent Wireless Networks
Intelligent Wireless Networks operates intelligentwirelessnetworks.com, an AI-powered SaaS platform for digital garment removal from images, serving fashion brands, e-commerce teams, independent photographers, and ML engineers via subscription plans and REST API access.
- Company typePrivate
- Founded2013
- HeadquartersStockton, United States
- Headcount1–10
- GTM typeB2B and B2C
- OfferingSoftware
What Intelligent Wireless Networks does
Intelligent Wireless Networks operates intelligentwirelessnetworks.com, an AI-powered SaaS platform for digital garment removal from images. The core product, branded ClothOff in partnership with clothoff.ai, uses a multi-pass convolutional model with fabric-type classification trained on 12 million annotated garment images covering 400+ fabric types. The platform processes images in 2-5 seconds with 94% first-pass sub-pixel edge accuracy and supports resolutions up to 4K. Customers reach the product through a self-serve website with no account required for the first three images, plus native integrations with Adobe Creative Cloud, Shopify, WooCommerce, and Zapier.
The company monetizes through a three-tier subscription model: Starter at $9/month for individual creators, Professional at $29/month for active photographers and small teams, and Business at $79-89/month for agencies and production teams with full REST API access. The Business plan includes Python and Node.js SDKs, custom webhook integrations, a dedicated processing lane, and an SLA guarantee. The platform targets fashion and e-commerce brands, independent creators, ML engineers and developers building training datasets, and virtual try-on / film and media production teams. The product carries GDPR-compliant architecture with permanent deletion of uploaded images within 60 minutes.
The company is led by Steven C. Davis (CEO) and Gina Davis (President), operates with 1-10 employees, and is headquartered in Stockton, California. The public beta launched in early 2026 with 400 testers, processing more than 1.2 million images within the first 60 days. The current cloth-removal product appears to be a 2025-2026 build; a separate $3.2M funding round in July 2015 precedes the current product and the investor is undisclosed. Firmographic data describing an ag-tech WiFi network and a 2013 founding year conflict with the company's own website and product history, and have been treated as superseded by the more recent first-party source.
Intelligent Wireless Networks firmographics
Firmographics- Name
- Intelligent Wireless Networks
- Legal name
- intelligentwirelessnetworks
- Website
- http://intelligentwirelessnetworks.com
- Company type
- Private
- Founded year
- 2013
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Intelligent Wireless Networks operates intelligentwirelessnetworks.com, an AI-powered SaaS platform for digital garment removal from images, serving fashion brands, e-commerce teams, independent photographers, and ML engineers via subscription plans and REST API access.
- Ownership category
- akta.pro rank
Where Intelligent Wireless Networks is headquartered
LocationHeadquarters
- HQ city
- Stockton
- HQ country
- United States
- HQ region
- North America
Markets served
Intelligent Wireless Networks business model
Business model- GTM type
- B2B and B2C
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations
Revenue model
- Subscription Plans: Three-tier SaaS subscription model: Starter ($9/month, 50 credits), Professional ($29/month, 500 credits), and Business ($79-89/month, unlimited credits with API access). Credits allocated per billing month do not roll over. Refunds available within 7 days on Starter plans if fewer than 10 credits used; Professional and Business plans are non-refundable after first billing cycle.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Monthly | Starter: $9/month — up to 50 images per month for individuals and occasional use |
| Subscription | Monthly | Professional: $29/month — up to 500 images per month with priority processing |
| Subscription | Monthly | Business: $79-$89/month — unlimited images with API access for agencies and production teams |
Go-to-market motion2 records
Distribution channels5 records
Marketing channels5 records
Intelligent Wireless Networks product offering
Product offeringCore offering
Intelligent Wireless Networks operates an AI-powered SaaS platform that digitally removes clothing layers from images using a multi-pass convolutional model with fabric-type classification. The service is delivered through three monthly subscription tiers (Starter $9, Professional $29, Business $79–89) with image-credit allocations, and is supported by a REST API with Python and Node.js SDKs for enterprise and developer use. The platform targets fashion brands, e-commerce teams, independent creators, and ML engineers building computer-vision training datasets.
Product overview
Intelligent Wireless Networks offers a unified AI-powered SaaS platform for cloth removal as a single core product (ClothOff), delivered through three pricing tiers (Starter at $9/month, Professional at $29/month, and Business at $79-89/month). The platform provides REST API access with Python and Node.js SDKs on the Business plan, and batch processing capabilities on Professional and Business plans. All tiers share the same multi-pass convolutional cloth removal engine trained on 12 million annotated images, differentiated by image credits, processing priority, and feature access.
Differentiator
Problem solved
Functional benefit
Products and services
- intelligentwirelessnetworks Cloth Removal Platform (ClothOff) AI-powered SaaS platform that digitally removes clothing layers from images using a multi-pass convolutional model with fabric-type classification. Processes images in 2–5 seconds at up to 4K resolution with 94% sub-pixel edge accuracy, supports 400+ fabric types, batch processing of 50 images in under 3 minutes, and GDPR-compliant privacy with 60-minute image deletion. Designed for fashion brands, e-commerce catalog teams, independent creators, film/media post-production teams, and ML engineers building training datasets.
Quantifiable outcome
- Garment-removal retouching time reduced by 70% — from 8-12 hours/week to under 2 hours for average fashion brand
- +5 more outcomes
Companies that use Intelligent Wireless Networks
Customer profileNamed customers6 records
Segments4 records
Ideal customer profiles3 records
Intelligent Wireless Networks technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration4 records
AI capability2 records
Feature8 records
Intelligent Wireless Networks partnerships and signals
Strategic signalPartnerships
Three partnerships are on record, tiered core.
- Adobe Creative CloudcoreDirect integration with Adobe Creative Cloud enabling fashion photographers and media professionals to use cloth removal within their existing Adobe workflow. Listed as one of three primary integrations in the 'Integrated With Your Existing Stack' section.
- Shopify & WooCommercecoreShopify plugin and WooCommerce integration allows e-commerce teams to process product photos directly within their existing storefront platform. Enables seamless catalog workflow for online retailers.
- Zapier & REST APIcoreZapier integration enables no-code workflow automation connecting cloth removal processing with 5,000+ third-party applications. Full REST API with Python and Node.js SDKs available for Business plan customers.
Scale indicators9 records
Recent moves6 records
Expansion highlights6 records
Intelligent Wireless Networks competitors and assessment
Company assessmentDirect peers
- PhotoRoom: AI photo-editing SaaS focused on e-commerce and product photography, offering background removal, retouching, and batch processing. Most direct comparable on AI image editing for fashion/e-commerce catalogs.
- Cutout.Pro: AI-powered image editing platform offering background removal, object erasure, and photo enhancement via web and API. Closely comparable in API-first image manipulation for e-commerce and developers.
- Remove.bg: Specialized AI service for background removal with API and bulk processing. Adjacent in AI image editing-as-a-service with developer SDKs and scaling pricing for high-volume customers.
- Cleanup.pictures: AI object-removal tool that retouches images by erasing unwanted elements. Functionally similar inpainting-based workflows with hobbyist and prosumer pricing tiers.
- Pixelcut: AI photo editor for e-commerce and small business with background removal, product photo cleanup, and batch processing. Targets the same fashion seller and SMB photographer segment.
- Pixelz: Specialized photo retouching services for e-commerce, including ghost mannequin and apparel editing. Closely comparable on clothing-specific post-production workflows for fashion brands.
- ClipDrop (by Stability AI): AI image editing tools including object removal, background replacement, and image upscaling. Strong API/SDK distribution parallels the company's developer-first go-to-market.
Broad incumbents
- Adobe Photoshop (Generative Fill): Adobe's flagship image editor with AI-powered fill, selection, and generative features. Competes on image editing capability but bundles cloth/garment manipulation as part of a much broader creative suite.
- Canva (Magic Studio): Mainstream design platform with AI features for background removal and image editing. Competes for the same SMB and creator budget with bundled, easy-to-use tooling.
Emerging players
- Hotpot.ai: AI image generation and editing SaaS offering background removal, object erasure, and photo enhancement. Competes in SMB tier with subscription pricing.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights6 records
Customer concentration
Intelligent Wireless Networks social profiles
Digital presenceIntelligent Wireless Networks compliance and trust
Trust signalCompliance2 records
Intelligent Wireless Networks financial estimates
Financial estimateRevenue estimate
Valuation estimate
Intelligent Wireless Networks leadership team
Management profileNumber of profiles
Profiles2 records
Intelligent Wireless Networks funding detail
Funding detailFunding overview
Funding rounds1 record
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Intelligent Wireless Networks M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Intelligent Wireless Networks
What does Intelligent Wireless Networks do?
Intelligent Wireless Networks operates an AI-powered SaaS platform that digitally removes clothing layers from images using a multi-pass convolutional model with fabric-type classification. The service is delivered through three monthly subscription tiers (Starter $9, Professional $29, Business $79–89) with image-credit allocations, and is supported by a REST API with Python and Node.js SDKs for enterprise and developer use. The platform targets fashion brands, e-commerce teams, independent creators, and ML engineers building computer-vision training datasets.
Is Intelligent Wireless Networks a public or private company?
Intelligent Wireless Networks is a private company. It is classified as unknown and is currently operating.
When was Intelligent Wireless Networks founded?
Intelligent Wireless Networks was founded in 2013. It employs 1 to 10 people.
Where is Intelligent Wireless Networks based?
Intelligent Wireless Networks is headquartered in Stockton, United States, in the North America region.
How does Intelligent Wireless Networks make money?
One revenue line is on record: subscription Plans.
Who are Intelligent Wireless Networks's main competitors?
Direct peers on record are PhotoRoom, Cutout.Pro, Remove.bg, Cleanup.pictures, Pixelcut, Pixelz and ClipDrop (by Stability AI). Broad incumbents are Adobe Photoshop (Generative Fill) and Canva (Magic Studio). Hotpot.ai is listed as an emerging player.
Does Intelligent Wireless Networks have an API?
Yes. Full REST API access available on Business plan. Developers can integrate cloth removal directly into their pipeline using the REST API with SDKs for Python and Node.js. Includes full API documentation, custom webhook integrations, and dedicated processing lane. Enterprise accounts receive expanded API rate limits.