AI Product Imaging Infrastructure for E-Commerce
NeuroViz is a usage-based AI platform that turns phone photos into professional product images and videos. 29,000+ registered users. 85%+ gross margins. Built by a world-class product photographer. In March 2026 we moved the entire business from subscriptions to usage-based credits — and revenue grew through the switch.
Raising $500K - $1M to Scale Distribution
The business is operationally profitable. The acquisition engine works at $26 blended CAC, and buyers return 5.7x of that within their first 100 days — before their lifetime value finishes compounding. The money does not fund survival. It funds acceleration.
Usage-Based AI Infrastructure
Not a subscription SaaS — an AI imaging platform where sellers pay for what they use. Credit packs from $10 to $1,000, valid 12 months and renewed with every purchase. 78-90% gross margins at every tier.
Capital-Efficient Execution
$300K+ ARR run rate built on a $50K bootstrap with a 4-person team. No VC money. No sales team. Operationally profitable before founder compensation.
Proven Platform Revenue
White-label partnership with Huesis.com generates sustained, multi-month revenue. Not transactional — ongoing platform usage with development fees, hosting, and revenue share.
Multiple Growth Levers
Mobile apps, Shopify plugin, white-label partnerships, and an AI developer marketplace. 29K+ registered users are a reactivation pool for usage-based credit packs.
June 2026: New All-Time Revenue High, 3 Months After the Model Switch
Monthly collected revenue, March 2025 through June 2026. Historical figures from Stripe; the current era from the NeuroViz billing database. Revenue is compounding roughly 10% month over month since the switch — $20.9K in April, $23.1K in May, $25.3K in June.
$260K+ Total Revenue Collected
Trailing three-month average of $23.1K/month in net collected revenue. June 2026 set the all-time monthly high at $25,293 — beating the best subscription-era month.
The Switch Worked: Revenue Grew Through the Transition
On March 25, 2026 we replaced fixed subscriptions with usage-based credit packs — the highest-risk move a revenue-generating company can make. Revenue in the 30 days after launch was 5% higher than in the 30 days before.
Of 264 pre-launch subscribers: 142 kept their subscriptions, 28 moved to credit packs, 10 upgraded to Pro membership, 54 left entirely. Usage revenue (credit packs + Pro membership) grew from roughly 20% of weekly revenue at launch to half or more by June.
The March Promise, Measured in July
In March we published a target: same CAC, longer engagement, LTV compounding toward $500-721. One hundred days later, the actuals are in. CAC held at $26. 36% of mature buyers already purchase again, averaging 2.2 purchases each. Revenue per buyer is $147 in the first 100 days — a floor, not a lifetime value.
Blended CAC = total advertising spend divided by new paying customers since March 25, 2026.
From Subscription SaaS to AI Usage Platform
Our users are project-based, not seat-based. A jewelry brand needs 8,000 images for a catalog launch, then 500 the next month. Forcing monthly subscriptions creates waste and cancellations. This is not a product problem — it is a business model insight that led us to the right pricing architecture.
Usage-based credit packs ($10-$1,000) replace fixed subscriptions. Credits stay valid 12 months, and every new purchase resets the clock — customer flexibility without a perpetual balance-sheet liability. A $29/month Pro membership adds Smart Retry Protection, Expert Generation Support, API access, and batch processing.
No longer a projection. Since the switch, revenue compounds roughly 10% monthly, 36% of mature buyers purchase again — on average within 14 days — and $26.8K of purchased credits sit as deferred usage that brings customers back. Early cohorts are tracking at $147 per buyer in their first 100 days, compounding toward the $500-721 LTV target.
Buyers Compound. Members Compound Faster.
Usage pricing replaces churn math with repeat-purchase math. The early pattern: buyers come back, buy bigger packs, and the ones who join Pro spend nearly four times more.
Huesis.com: Sustained Revenue from Platform Partnership
Proof that NeuroViz generates ongoing, multi-month platform revenue — not one-time transactions.
Huesis.com (Spectrum Unlimited Inc.) runs a fully branded version of the NeuroViz platform under their own brand. Their customers use NeuroViz technology with zero NeuroViz branding visible. The partnership generates multiple revenue streams for NeuroViz.
Sustained multi-month usage
Not a one-time project. Huesis has been an active paying partner for months, using the platform continuously for their customer base.
Premium pricing acceptance
Development fees, monthly hosting, revenue share, and lead fees. Validates willingness to pay for quality AI imaging infrastructure at premium rates.
Scalable distribution model
Each white-label partner brings their own customers. NeuroViz earns dev fees + hosting + 50% revenue share without additional marketing spend.
Repeatable in 2-3 weeks
The white-label model is templated. Each new partner requires front-end customization only. Backend, AI models, and infrastructure are shared.
78-90% Gross Margins Across All Tiers
Credit packs from $10 to $1,000. No subscription required. Credits stay valid 12 months — and every new purchase renews the entire balance. Margins stay strong even at enterprise-scale volume discounts.
976,179 credits ($26.8K of purchased usage) are outstanding today — paid inventory that brings customers back to the platform.
15+ Specialized AI Applications
Not a generic image generator. Purpose-built apps for specific e-commerce imaging tasks. Each optimized for its use case with the best-performing AI model.
Jewelry Retoucher Pro
V2, V3, V4 with increasing fidelity. Studio-quality from phone photos.
Virtual Try-On
Rings, earrings, necklaces, bracelets. Realistic product-on-model rendering.
Creative Photographer
Lifestyle product photography with professional scenes and lighting.
Fashion Model Studio
Full-body model wearing product. Eliminates model photoshoots.
Image to Video
5-second product video from a single still image.
Background Removal
Clean extraction with edge refinement. Marketplace-ready outputs.
Technology Differentiator
NeuroViz simulates real-world studio lighting, shadows, and reflections. Built by Alex Koloskov, a commercial photographer with 20+ years of experience. Proprietary multi-model architecture selects the optimal AI model for each task — best output, lowest cost, no vendor lock-in.
Massive Market. Clear Beachhead.
Jewelry is the beachhead — the hardest product photography problem. The same technology extends to fashion, general e-commerce, and all product categories.
Not Competing with Midjourney. Replacing the Photo Studio.
| Capability | NeuroViz | Photoroom | Midjourney |
|---|---|---|---|
| Studio-quality lighting | |||
| Product detail preservation | Partial | ||
| Virtual try-on | |||
| Jewelry specialization | |||
| Video generation | |||
| Usage-based (no sub required) | Free* | $10/mo | |
| White-label infrastructure |
4 Co-Founders. 70+ Years Combined Experience.
Not learning on the job. Decades of domain expertise across photography, engineering, marketing, and finance.
Co-founder of Photigy. 20+ years product photography, IT, and business development. 10 years software engineer at Verizon Wireless. 2M followers.
10+ years software engineering and cloud architecture. Machine learning and big data expertise. Built the backend handling thousands of generations per day.
Co-founder of Photigy (18 years). 20+ years marketing, management, and photo retouching. Knows the customer.
Licensed CPA. Fintech entrepreneur and investor. Multi-state NMLS MLO. CA Real Estate Broker.
Let's Talk.
NeuroViz is raising $500K - $1M to scale an AI imaging infrastructure platform that just proved its business model in production: revenue grew through the subscription-to-usage switch and is compounding roughly 10% monthly. The product works. The economics work. We need to put it in front of more sellers.
NeuroViz Corp | San Francisco, CA | Delaware C-Corp | neuroviz.ai | admin@neuroviz.ai
This page contains forward-looking statements and confidential information intended for prospective investors. All financial data from the NeuroViz billing database as of July 2026; historical 2025 figures from Stripe reports. Partial periods are labeled as pacing.