Enterprise Architecture & AI SaaS Development

Building an Enterprise-Grade AI Marketing SaaS in 4 Months

230,000+ lines of code. 3 leading AI models. Fully automated content pipelines. Built from scratch in under 4 months. ghstops.com is a comprehensive multi-channel marketing platform. We architected and deployed a layered .NET 9 infrastructure that handles complex AI orchestration, secure Stripe subscriptions, and autonomous social publishing - all at startup speed.

3-4
months to ship
230k+
lines of code
3
AI models
19
background workers
Traditional approach

Large team, long runway, heavy investment.

  • Team of 4-5 developers
  • Architect, Backend, Frontend, and DevOps
  • 9-12 months of development
  • €150k+ in payroll before launch
Snaips approach

One technical partner, scalable product, startup speed.

  • One fractional tech partner
  • AI-accelerated workflows
  • Architected, built, and shipped in 3-4 months
  • A defensible, highly scalable product
Architecture

Tech Stack & Scale

9
project layers
19
background workers
84
domain models
125
database migrations
.NET 9 Blazor EF Core SQL Server SignalR Stripe OpenAI Anthropic Google Gemini Meta / LinkedIn / X APIs
Core systems

Three pillars of the platform

01

Intelligent AI Orchestration

A multi-provider layer that routes tasks between OpenAI, Anthropic, and Google Gemini. Features built-in fallback providers, rate-limit failovers, and per-request token/cost logging to ensure 100% uptime and cost efficiency.

02

Autonomous Content & Publishing

Durable background processing manages asynchronous content production (copy and image carousels). Once approved by a human, the system handles concurrent, scheduled publishing across Facebook, Instagram, LinkedIn, and X using idempotency keys to prevent duplicate posts.

03

Robust Billing & Infrastructure

A fully decoupled Stripe subscription subsystem features secure webhook validation, free-trial handling, and automated European VAT compliance and revalidation. A headless host with 19 dedicated background services maintains data integrity.

The bottom line.

Modern software development is no longer bottlenecked by writing code; it is about system architecture and combining the right APIs securely. This platform proves that with the right fractional leadership and AI workflows, owner-led businesses can deploy enterprise-level technology at a fraction of the traditional cost.

Need a technical partner to build your next product?

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