Investment Opportunity

AI-powered tools for the real world

Ghost Forge builds software that runs locally, respects privacy, and solves real problems across cybersecurity, construction, and verification. Zero cloud dependency. Near-zero infrastructure cost.

$200B+
Addressable Market
28
Products in Development
92%
Gross Margin
$0
Cloud Infrastructure Cost

Products

BanHammer™

Server-side anti-cheat. 97 behavioral metrics. Catches hardware cheat devices no competitor can detect. Landing page, dashboard, API docs, and game integration guides complete.

$1.2B market → $3.8B by 2030

DeepGuard™

Deepfake and synthetic media detection. 14 forensic methods. Local processing — files never leave customer infrastructure. Landing page complete.

$5.5B market → $15.7B by 2028

Cornerstone™

AI-powered contractor bidding. 125+ materials, 9 trade calculators, structural engineering, invoicing, scheduling. $19/mo vs competitors at $49-278/mo.

$2.3B construction tech market

Plus 25 additional products in development across cybersecurity, privacy, trades, education, health, and consumer markets. Full pipeline documented.

Business Model

SaaS Subscriptions

Monthly recurring revenue. $19-499/month per customer per product. Multiple products per customer = expanding ARPU.

Per-Analysis Pricing

Pay-per-use for detection products. $0.05-0.10 per analysis. Usage scales with customer growth.

Hardware (Future)

Pre-built appliances running Ghost Forge software. $200-5,000 per unit. Physical products with recurring support licenses.

Financial Projections

YearRevenue (Conservative)Revenue (Moderate)ExpensesNet Profit
Year 1$50,000$120,000$5,000$45,000 - $115,000
Year 2$120,000$480,000$24,000$96,000 - $456,000
Year 3$480,000$1,200,000$132,000$348,000 - $1,068,000
Break-even: 15 customers. At an average of $35/month per customer, 15 subscriptions cover all operating costs. Every customer after that is profit at 92%+ margin.

Why Margins Are 92%+

Ghost Forge runs all software on hardware we own. There is no AWS bill. No Azure bill. No per-API-call cost to OpenAI or any cloud AI provider. Our AI runs locally. Our databases run locally. When a customer pays $29/month, approximately $26.75 of that is profit.

Competitors who rely on cloud infrastructure typically have 40-60% gross margins. Our self-hosted model makes us structurally more profitable at every scale.

The Team

Jones (Founder)

AI systems architect, full-stack developer, Linux infrastructure, cybersecurity, firearms technology, machining, electronics. Built the entire Ghost AI platform and 28 products.

Sakaroth (Co-Founder)

Conceived BanHammer anti-cheat product concept. Security and gaming domain expertise.

EyeSnipes (Co-Founder)

Conceived Cornerstone contractor bidding product. Construction trades domain expertise.

What We're Seeking

$5,000 - $50,000 in launch capital for LLC formation, marketing, dedicated customer infrastructure, and intellectual property protection.

Contact Us

Full business plan, financial projections, and product demonstrations available upon request.