Enterprise Architecture & AI SaaS Development

Building an Enterprise-Grade AI SaaS in 4 Months

Building a comprehensive software product usually takes a massive team, a year of development, and a six-figure budget. We changed the rules. Using AI-accelerated workflows and modern architecture, we built ghstops.com — a fully automated multi-channel marketing platform — from scratch in just 4 months. The result is a highly scalable, secure, and defensible product built at startup speed, proving that you no longer need an army of developers to launch enterprise-grade software.

4

months to launch

3

top-tier AI models integrated

4

social platforms automated

1

fractional tech partner

The Traditional Approach

Heavy investment, long runway, high risk.

Team of 4-5 specialized developers
9–12 months of development time
€150k+ in payroll before the first customer
Slow to pivot or iterate

The Snaips Approach

Scalable product, minimal overhead, startup speed.

One dedicated fractional tech partner
AI-accelerated development workflows
Architected, built, and shipped in 3–4 months
Enterprise-grade scalability from day one

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

The Core Systems

How we engineered the platform for quality and ease of use:

01

Intelligent AI Routing for Maximum Quality

We built a smart layer that seamlessly integrates OpenAI, Anthropic, and Google Gemini. Because different models excel at different things — some are brilliant at writing engaging copy, while others are better at structuring data or visual concepts — the system automatically selects the highest-quality AI for the specific task at hand. The result is consistently top-tier output, without the user ever needing to worry about which model to choose.

02

Effortless Multi-Channel Publishing

The platform generates high-quality copy and image carousels in the background, but the user is always in the driver's seat. We designed a remarkably easy, unified interface where users can seamlessly review, schedule, and manage their content across Facebook, Instagram, LinkedIn, and X. It takes the friction and endless tab-switching out of social media management, making campaign planning effortless.

03

Automated Global Billing

Founders shouldn't spend time chasing payments. We integrated a deeply decoupled Stripe subscription system that handles everything silently in the background: free trials, secure payment processing, and complex European VAT compliance. It just works.

The bottom line.

Modern software development is no longer bottlenecked by manually writing lines of code — it's about brilliant system architecture and securely combining the right APIs. This platform proves that with the right technical partner and AI workflows, owner-led businesses can deploy enterprise-level technology at a fraction of the traditional cost and time.

Need a technical partner to build your next product?

Contact → All case studies