AI & Full-Stack Product Studio

Custom Software & AI Engineering
Across Web, Mobile, Desktop & Cloud

From architecture to production. One senior team of 40+ engineers. Full-stack. Production-grade.

AI Integration|SaaS Platforms|Mobile Apps|Staff Augmentation

See Our Work →Book a 15-min Call

How We Work

How we turn ideas into production software.

Your Product, Shaped Together

Before we write a single line of code, we sit with you. We learn your business, challenge your assumptions, present edge cases you haven't considered, and iterate on the product vision until every screen, flow, and feature is crystal clear. Sprint planning starts only after we both see the same product. Coding is the last step, not the first.

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ViceForge team planning project architecture in boardroom

40+ Engineers. Build Anything.

Web, mobile, desktop, cloud, AI. Whatever your product needs, we have the team to build it. Our engineers use AI-accelerated development workflows to move at startup speed with enterprise quality. From a SaaS dashboard to a full marketplace with payment processing and native apps, we've shipped it all.

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Team Spirit First. Everything Else Follows.

Our developers stay because we invest in them. Teams that work together for years build better software than teams assembled for a single project. That stability, trust, and chemistry between our engineers is something our clients feel directly. We don't just build your product. We build a relationship.

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ViceForge team celebrating on casual Friday

Built. Shipped. Running.

Featured projects from clients who agreed to be showcased. Every project below is live in production, serving real users, right now.

LuxTermin

Live

SaaS Marketplace · Luxembourg

Complete service marketplace with booking, payments, salon management, and customer apps. Built from zero to a live platform serving real businesses across Luxembourg.

✓ Web + iOS + Android
✓ Stripe payments integration
✓ Multi-language (DE/FR/EN)

Next.js · React Native · Node.js · PostgreSQL

Case Study Visit Live →

PZM Predict

Live

AI/ML Platform · Global

AI-powered football prediction engine with 3 custom machine learning models running in production. Publicly verified accuracy across 50+ leagues worldwide.

✓ 3 ML models in production
✓ 50+ leagues covered
✓ Public accuracy tracking

FastAPI · Scikit-learn · PostgreSQL · Redis

Case Study Visit Live →

ViceForge App

LiveOur Product

AI Content Platform · US

AI-powered content creation platform for gaming creators. Full pipeline from upload to AI-processed output, running on GPU infrastructure at scale.

✓ 64 sprints delivered
✓ 200+ API endpoints
✓ $0.055 per clip processing

Next.js · FastAPI · Modal GPU · PostgreSQL

Case Study Visit Live →

See More of Our Projects →

Frequently Asked Questions

What clients ask us before signing.

It depends on the scope. A typical project gets a dedicated team of 3 to 8 engineers. We assign senior developers from day one, not juniors who learn on your budget. Your team stays consistent throughout the entire engagement.

We don't disappear after deployment. Every project includes post-launch support. If you need ongoing development, we offer monthly retainers with the same team that built your product. No handoffs, no re-onboarding.

You get a dedicated Slack channel, weekly video updates, and access to our project board. We work in 2-week sprints with a demo at the end of each one. You always know where things stand.

Absolutely. We regularly integrate with existing systems, APIs, and legacy codebases. Before starting, we audit your current architecture and give you an honest assessment of what works and what needs improvement.

We offer three models: fixed-price projects (clear scope, clear budget), monthly retainers (ongoing development with a dedicated team), and staff augmentation (embed our engineers into your team). Every engagement starts with a free scoping call.

Most projects kick off within 1 to 2 weeks of signing. We keep capacity available specifically so we can onboard new clients quickly. The scoping and architecture phase typically takes 1 to 3 weeks depending on complexity.

Technologies We Work With

Core expertise across the full stack. We pick the right tool for each project.

Frontend

Next.jsReactVue.jsAngularTypeScriptSvelteNuxt.jsTailwind CSS

Backend

PythonNode.jsGo (Golang)JavaPHPC#/.NETFastAPIDjangoExpressSpring BootLaravel

AI / ML

OpenAIAnthropic ClaudeScikit-learnTensorFlowPyTorchLangChainCustom ModelsModal GPUpgvector

Mobile

React NativeFlutterSwift (iOS)Kotlin (Android)Expo

Databases

PostgreSQLMySQLMongoDBRedisDynamoDBSupabaseFirebaseElasticsearch

Cloud & DevOps

AWSGoogle CloudAzureDockerKubernetesTerraformGitHub ActionsNginxCloudflareVercel

Messaging & Queues

RabbitMQKafkaCeleryRedis Pub/SubWebSockets

Monitoring & Analytics

SentryDatadogPostHogGrafanaPrometheus

Don’t see your stack? We adapt to your technology requirements. Our engineers have experience across dozens of languages, frameworks, and platforms beyond what’s listed here.

From Idea to Production in 4 Steps

A clear, repeatable process behind every project we deliver.

Discovery

Free 15-min call. We scope your project, timeline, and budget.

“We don’t start coding until we understand your business.”

Architecture

System design, tech stack, database schema, API contracts.

“Every project gets an architecture doc first.”

Build

2-week sprints, daily async standups, staging demos every Friday.

“No surprises. You see progress weekly.”

Ship & Scale

Production deploy, monitoring, CI/CD, ongoing support.

“We don’t disappear after launch.”

Not sure where to start?

AI Readiness Audit

In 10 days, we’ll analyze your business and deliver a prioritized roadmap with 3 high-impact AI use cases tailored to your industry. Fixed price. No commitment beyond the audit.

Starting at $3,000

Get Your AI Roadmap →