AI Surface Renderer
Swap the material on a specific surface. Pixel-accurate. Driveways, floors, walls, countertops.
Production AI - 18+ years of agency craft
We don't pitch AI roadmaps - we ship them. Eight live AI applications in production across paving, restaurant equipment, content moderation, and enterprise document discovery. See what we've built. Then let's build yours.
Trusted by Canadian businesses since 2007


What we've built
Each card is a service we've shipped in production. Click through to see the work, the tech, and the build approach.
Swap the material on a specific surface. Pixel-accurate. Driveways, floors, walls, countertops.
Redesign parts of the scene. AI decides what to change. Lawns, landscapes, outdoor spaces.
AI agents parse unstructured PDFs, structure the data, and auto-import to Shopify, Magento, and more.
Image and video moderation at scale. Flags what breaks your rules before it goes live.
Citation-grade answers from your own document library. A 173-PDF corpus ingested in a single RAG.
Secure chatbots connected to your business data. 24/7 for customers, instant answers for staff — on-prem when data can't leave.
AI in production, by the numbers
Multi-PDF corpus, citation-grade retrieval
PDF-to-structured-data pipeline
Vision, document AI, RAG, moderation & more
Average across active deployments
Documents ingested in a single RAG
Production-grade stack
We choose tools to match the problem, not hype. OpenAI for multi-agent vision flows, image generation, and chatbot orchestration. AWS Rekognition for image and video moderation. Ollama when sensitive data must stay on-prem. Meta SAM + Stable Diffusion for surface rendering. Self-hosted, cloud, or in-browser — three deployment modes, one accountable team.
Why choose us
We run AI three ways: cloud API for speed, self-hosted on your own servers for data sovereignty, and client-side in the browser for instant performance. Most agencies only do one.
18 years of web, design, and marketing craft behind every AI build. The same team that ships your AI tool also designs the UI, builds the CRM, and runs the SEO. Fewer vendors. One accountable partner.
Every AI we ship is built to operate, monitor, and document for the long term. Our content moderation work has been claimed under SR&ED. We write the kind of code your auditor approves of.

How we work
Every AI project follows the same four phases, with sign-off and visibility at every gate.
We map your data, your existing systems, and your business goal. You leave with a written feasibility brief, a model/tech stack recommendation, and a fixed scope for Phase 2.
We split the build into milestones, each with a demo. You see working software at every gate. No 12-week silence followed by a surprise.
Iterative builds with weekly demos. Real users in the loop from week 3. We measure latency, accuracy, and cost as we build, not after.
We deploy to your cloud, your hardware, or ours. We integrate with your CRM, ERP, or Shopify. We hand you the runbook. We stay on retainer.
Where we ship
We've shipped production AI in nine verticals and counting. The same agentic patterns adapt across industries — only the data changes.
Frequently asked questions
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