AI That Works in Production, Not Just in Demos
We integrate AI into your existing systems - chatbots, document processing, recommendation engines, computer vision - so it delivers measurable business value from day one.
What We Do
Most AI projects die in the pilot phase. Companies spend months on prototypes that never survive contact with real users, real data, and real infrastructure.
We do the opposite. We take proven AI models - large language models, computer vision systems, ML prediction engines - and integrate them directly into your existing workflows, databases, and business processes. No science experiments. No PowerPoint demos. Working AI in production.
Our engineers have an average of 20 years of software development experience. AI is one of our strengths, but we are not just an AI company. We understand the full stack - the APIs, the databases, the deployment pipelines, and the security requirements that make AI actually work at scale.
What We Build
Intelligent Chatbots
Customer support bots that handle end-to-end inquiries, route complex cases to humans, and learn from every interaction.
Scale support without scaling headcount
Document Processing
AI reads, extracts, and acts on invoices, contracts, and forms - cross-referencing against your existing records.
Days of manual work → minutes
Recommendation Engines
Personalized product, content, or action suggestions based on user behavior, context, and real-time signals.
Higher conversion, lower churn
Computer Vision
Quality control, defect detection, inventory tracking, safety monitoring using camera feeds and image analysis.
Zero-defect tolerance, automated inspection
Predictive Analytics
ML models that forecast demand, detect anomalies, predict churn, and optimize pricing.
Data-driven decisions instead of gut feeling
AI Workflow Automation
Multi-step agentic AI that reasons, plans, and executes tasks across departments autonomously.
Entire workflows on autopilot
How We Work
Discovery
Week 1We audit your current systems, data quality, and business processes. We identify where AI can deliver the highest ROI with the lowest complexity.
Proof of Concept
Weeks 2–4We build a working prototype connected to your real data. Not a mockup. A functional system you can test.
Production Integration
Weeks 5–12We integrate into your existing infrastructure - APIs, databases, authentication, monitoring. Senior code review on every line.
Monitoring & Optimization
OngoingWe set up model monitoring, drift detection, and performance dashboards. You see exactly how your AI performs over time.
Why ViceForge
Not just AI.
We are full-stack engineers who happen to be excellent at AI. We handle the entire pipeline - from model selection to API deployment to frontend UI.
NVIDIA Inception Member.
Access to NVIDIA's GPU infrastructure, developer tools, and engineering support.
Production track record.
Our own ViceForge App runs 3 AI models in production processing thousands of clips daily at $0.055 per clip.
Senior engineers only.
Every AI integration is architected and reviewed by engineers with 15–25 years of experience.
Have an AI Problem That Needs Solving?
Tell us what you are trying to automate. We will respond within 24 hours with an honest assessment of whether AI is the right solution.
Book a Free AI Consultation →