NeuroViz
Seed Round — March 2026

AI Product Imaging Infrastructure for E-Commerce

NeuroViz is a usage-based AI platform that turns phone photos into professional product images and videos. 26,000+ registered users. 85%+ gross margins. Built by a world-class product photographer. Sellers use it when they need it — for catalog launches, seasonal campaigns, new product lines.

$200K+
ARR (Annualized)
3,595%
YoY MRR Growth
85%+
Gross Margins
11.6x
LTV:CAC Ratio
$25
Customer Acquisition Cost
Investment Thesis

Raising $500K - $1M to Scale Distribution

The business is operationally profitable. The acquisition engine works at $25 CAC with 11.6x LTV:CAC. 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. No waste. No forced monthly commitments. 78-90% gross margins at every tier.

Capital-Efficient Execution

$200K+ ARR built on a $50K bootstrap with a 4-person team. No VC money. No sales team. Operationally profitable before founder compensation at ~$15K/month.

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. 26K registered users are a reactivation pool for usage-based credit packs.

Traction

$453 to $16,738 MRR in 12 Months

All data from actual Stripe reports. Built from zero on a $50K bootstrap with a 4-person team.

MRR Growth: $453 to $16,738 in 12 Months
Revenue

$166K Total Revenue Collected

Averaging $20,500/month in net collected revenue over the last six months. January 2026 peaked at $24,445.

Net Revenue Collected: $166K Total
Usage Economics

85% Margins at Every Scale. Usage Model Extends Customer Lifetime.

As we transition from subscription to usage-based pricing, customer lifetime extends from 4 months to 7-10+ months. Same $25 acquisition cost. Same revenue per user. Dramatically longer engagement.

Usage Economics: Margins and Customer Lifetime
Business Model Evolution

From Subscription SaaS to AI Usage Platform

What We Learned

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.

The Pivot

Usage-based credit packs ($10-$1,000) replace fixed subscriptions. Credits never expire. No waste. $19/month premium membership provides 25% savings for power users. The platform stays available between projects — users come back when the next project starts.

The Result

26K registered users become a reactivation pool for credit pack purchases. Revenue shifts from churn-exposed subscriptions to usage-driven consumption. LTV increases from $289 to $500-721 as engagement cycles extend.

Case Study

Huesis.com: Sustained Revenue from Platform Partnership

Proof that NeuroViz generates ongoing, multi-month platform revenue — not one-time transactions.

Partnership Structure

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.

50/50
Revenue split on net revenue
$6,000
One-time development fee
$200/mo
Recurring hosting fee
12 mo
Contract term (auto-renewing)

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.

Usage-Based Pricing

78-90% Gross Margins Across All Tiers

Credit packs from $10 to $1,000. No subscription required. Credits never expire. Margins stay strong even at enterprise-scale volume discounts.

Credit Pack Gross Margins: 78-90% Across All Tiers
Product Suite

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.

Market Opportunity

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.

$7.5T
E-Commerce Market (projected 2026)
25-30M
SMBs selling online worldwide
$50B
AI-generated content market (projected 2026)
4.8M+
Shopify stores, each needing hundreds of images
Competitive Positioning

Not Competing with Midjourney. Replacing the Photo Studio.

CapabilityNeuroVizPhotoroomMidjourney
Studio-quality lighting
Product detail preservationPartial
Virtual try-on
Jewelry specialization
Video generation
Usage-based (no sub required)Free*$10/mo
White-label infrastructure
Team

4 Co-Founders. 70+ Years Combined Experience.

Not learning on the job. Decades of domain expertise across photography, engineering, marketing, and finance.

Alex Koloskov
Co-founder & CEO

Co-founder of Photigy. 20+ years product photography, IT, and business development. 10 years software engineer at Verizon Wireless. 2M followers.

Yura Loznewski
Co-founder & CTO

10+ years software engineering and cloud architecture. Machine learning and big data expertise. Built the backend handling thousands of generations per day.

Genia Larionova
Co-founder & COO

Co-founder of Photigy (18 years). 20+ years marketing, management, and photo retouching. Knows the customer.

Robert Webster
Co-founder & CFO

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 already works at $25 CAC and 11.6x LTV:CAC. 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 actual Stripe reports as of March 2026.