Enterprise AI Systems

We use AI to build AI—and ship it fast.

G3NR8 AI Systems delivers production-ready analytics and AI solutions at extreme speed. With 10+ years of experience inside large energy enterprises, we know how to translate complex business problems into systems that actually work.

Start a Conversation →

What We Deliver

End-to-end AI and analytics solutions, from strategy through production deployment.

AI Strategy & Roadmapping

We help executive teams identify high-impact AI opportunities, prioritize initiatives based on feasibility and ROI, and build realistic implementation roadmaps that account for organizational constraints.

Analytics Automation

Transform manual reporting and ad-hoc analysis into automated, self-serve analytics platforms. We design lakehouse architectures, data quality pipelines, and validation systems that scale.

ML & LLM System Implementation

From fraud detection to demand forecasting to generative AI applications—we build, deploy, and monitor machine learning systems with proper MLOps, governance, and production-grade reliability.

Enterprise AI Acceleration

Existing AI initiative stalled? We diagnose bottlenecks, fix architectural issues, upskill teams, and get projects across the finish line. We've done this inside regulated, complex enterprise environments.

Enterprise-Proven Experience

G3NR8 AI Systems was founded on a decade of hands-on experience delivering high-stakes analytics and AI inside Canada's largest energy companies, including Suncor Energy and Syncrude.

We've led cross-functional teams of data scientists, engineers, and analysts. We've navigated enterprise procurement, regulatory requirements, and organizational politics. We know what it takes to get AI systems into production—and keep them running.

Our work spans fraud prevention, labor and demand forecasting, pricing optimization, asset management analytics, and operational intelligence. We embed data governance and ethical AI practices directly into how we build—not as afterthoughts.

Selected Outcomes

$10M+ in Measurable Value Delivered through AI-driven initiatives in fraud prevention, forecasting, pricing, and asset management
Scalable Analytics Platforms Designed and implemented lakehouse architectures, self-serve analytics, and automated validation pipelines
Production ML Systems Built and operationalized fraud detection, pricing optimization, forecasting, and operational analytics
Enterprise Team Leadership Led and mentored data science and engineering teams inside regulated, large-scale environments

How We Work

We leverage agentic AI in our own delivery process—using AI systems to design, build, and validate other AI systems. The result: production-ready solutions in a fraction of the traditional timeline.

Agentic Development

We use AI-assisted coding, automated testing, and intelligent orchestration to accelerate every phase of delivery without sacrificing quality.

🎯

Production Focus

No prototypes that never ship. We build for production from day one—proper monitoring, error handling, and operational readiness baked in.

🔄

Rapid Iteration

Short feedback loops, continuous deployment, and close stakeholder collaboration. We ship working software early and refine based on real usage.

Technology Stack

Languages & ML

Python SQL Statistical Modeling ML / Deep Learning NLP LLM Applications

Data Platforms

Databricks Azure Data Lakehouse Dimensional Modeling Data Quality

Infrastructure

PostgreSQL Kubernetes Docker FastAPI Redis DuckDB

AI & Agents

LangChain LangGraph OpenAI Anthropic RAG Systems

Let's Talk

Have an AI initiative that needs to move faster? A complex analytics problem that requires enterprise experience? We'd like to hear about it.

Or email directly: contact@g3nr8.ai