Overview
Webnixon builds practical AI systems for Ontario businesses that are ready to move from AI curiosity to AI operations. We work with OpenAI, Anthropic Claude, Google Gemini and open-source models to build custom chatbots, internal knowledge bases with RAG, AI-assisted document processing, content generation pipelines, and LLM-integrated web applications. Every engagement is scoped to measurable outcomes — time saved, decisions accelerated, revenue generated — not AI for its own sake.
What you can expect from a AI Development & Integration engagement with our team.
Every build is scoped to a measurable business goal — hours saved, decisions accelerated, revenue unlocked.
Properly architected AI systems with monitoring, fallbacks and cost controls — not just a ChatGPT wrapper.
On-premise, Azure or privacy-first cloud deployments for regulated industries and sensitive workloads.
AI layers built on top of your existing CRM, ERP, CMS or internal tools so adoption is immediate.
What you get
A focused, opinionated scope built around the levers that actually move outcomes.
Our process
A proven workflow refined across 100+ projects.
Identify high-value AI use cases, map data sources and define success metrics.
Build a working proof-of-concept in 2–3 weeks so you can validate value before full investment.
Engineer the production system with API integrations, RAG pipelines and user interfaces.
Test accuracy, latency and cost against benchmarks; tune prompts and retrieval.
Roll out with monitoring, rate limiting, observability and a roadmap for continuous improvement.
Tech we use
Industries we serve
Testimonials
We were losing high-net-worth buyers to competitors with better digital experiences. Webnixon redesigned our property search and lead funnels from the ground up — qualified buyer leads jumped 189% and our inquiry-to-appointment rate is up 52%. The ROI paid for the project in weeks.
FAQ
We build custom LLM-powered applications, RAG (retrieval-augmented generation) pipelines on your own data, AI chatbots, document intelligence tools, and AI-integrated workflows using OpenAI, Anthropic Claude, Google Gemini and open-source models.
A proof-of-concept typically takes 2–3 weeks. A production RAG system or AI chatbot with integrations ships in 6–10 weeks. Larger agent pipelines or multi-system AI platforms run 12–20 weeks.
Yes — we offer Azure OpenAI Service deployments, on-premise open-source model hosting, and strict data-handling agreements so your documents, customer data and IP never leave your approved environment.
Most Webnixon projects start at $3,500 and scale based on scope, integrations and timeline. Marketing sites typically run $6k–$25k, ecommerce builds $15k–$80k, and enterprise Magento / Shopify Plus $40k–$250k. Request a free quote and we send a detailed estimate within one business day.
A standard marketing site takes 4–8 weeks from kickoff to launch. Larger ecommerce or custom platform builds (Magento, Shopify Plus, headless) typically run 8–16 weeks. We work in weekly sprints with demos every Friday so you always know where the project stands.
Yes. We are based in Toronto but serve clients across the GTA (Mississauga, Brampton, Markham, Oakville, Hamilton), Ontario, the rest of Canada, and the US.
Service areas
Click any city for a dedicated AI Development & Integration landing page tailored to that local market.
Explore more
Combine AI Development & Integration with one of these for a stronger growth stack.
Resources
Read our latest guides on strategy, implementation, and decision-making for AI Development & Integration.
AI & Automation
Most Ontario businesses have experimented with AI tools but haven't turned them into production systems that save real money. This guide explains where to start, what to build first, and how to measure ROI from custom AI development in 2026.
