Applied Deep Learning  ·  Computer Vision  ·  LLMs  ·  Since 2018

Engineering the
Architecture of Intelligence.

We become your embedded AI team — solving hard problems in Computer Vision, LLMs, RAG, and Cybersecurity so you can ship production-grade AI without building an in-house research lab.

See What We Build How We Work
What We Build

Four Pillars of AI Engineering

Production-grade solutions across the disciplines that define modern AI infrastructure.

Computer Vision

Custom detection and segmentation pipelines built for real-world conditions — deployed on edge hardware, not just in the cloud.

  • Object detection & segmentation
  • Edge & embedded deployment
  • Custom training pipelines

LLMs & RAG

Grounded language systems that reason reliably over your private data — enterprise chatbots and knowledge pipelines that actually work.

  • RAG pipeline architecture
  • Fine-tuning & alignment
  • Enterprise chatbot deployment

Cybersecurity AI

Predictive threat modeling and AI-powered red-teaming to find your vulnerabilities before adversaries do.

  • Predictive threat modeling
  • Generative red-teaming
  • Anomaly & intrusion detection

Technology Partnership

Your fractional AI R&D lab — senior-level expertise embedded in your team, from first idea through production.

  • Fractional AI R&D leadership
  • Architecture & strategy consulting
  • MVP to production scaling
Our Process

How We Work

No hand-wavy demos. A clear, accountable process from first conversation to deployed system.

1

Understand

We start by mapping your data, your constraints, and the real problem you're trying to solve — not just the one on the brief. No assumptions.

2

Architect

We design a system built for your environment — edge, cloud, or hybrid — with a clear path from working prototype to stable production.

3

Deliver & Stay

We ship the system, monitor it in production, and stay accountable. You get working AI — and a team that stands behind it long-term.

Where We Come From

Built on Real Work.
Not Just Research.

TensorGraph was founded in Edmonton in 2018. Our first major engagement was with Precision AI, where we served as their AI engine — building the computer vision system that powered their precision spraying platform, a model that had to identify individual plants at speed, in variable field conditions, and trigger hardware in real time.

That kind of work doesn't happen in a Jupyter notebook. It means learning what real data looks like — dirty, inconsistent, collected in the rain. It means debugging models on farm equipment. It means understanding that the cost of a false positive is a wasted chemical spray, and the cost of a false negative is a weed that survives. Precision matters.

That engagement shaped everything about how we work. Today, TensorGraph brings those same engineering instincts to new partners — companies that need serious AI expertise without the overhead of building an in-house research team.

Partner With Us
2018
TensorGraph Founded
Established in Edmonton, Alberta, with a focus on applied deep learning and computer vision.
Early Work
AI Engine for Precision AI
Built and deployed a real-time computer vision system for precision agriculture — plant detection, edge hardware, field conditions.
Today
Your AI Partner
TensorGraph partners with companies tackling hard AI problems across Computer Vision, LLMs, RAG, and Cybersecurity.
Our Differentiators

Why TensorGraph?

We've built AI that had to work in the rain. That shapes how we approach every problem.

Field-Tested Engineering

Our production experience comes from deploying vision models on farm equipment — not from Kaggle benchmarks. We know what breaks in the real world.

Precision by Default

When your model controls a physical spray nozzle, accuracy isn't a metric — it's the product. We bring that same standard to every AI system we touch.

Partner, Not Vendor

We don't deliver a model and disappear. We embed in your team, align with your goals, and stay accountable through deployment and beyond.

Ready to Engineer Your
AI Advantage?

Whether you're starting from zero or scaling an existing system, TensorGraph brings the expertise to move fast and build right.

Email Us Today +1-780-862-3099
Get In Touch

Let's Build Something Exceptional

Based in Edmonton, Canada — working with clients wherever the hard problems are.

Office

4218 Alexander Bay SW
Edmonton, AB, T6W 2C8
Canada

Phone

+1-780-862-3099

Email

info@tensorgraph.io