AI & Machine Learning Services We Offer in Ottawa
Why Ottawa Businesses Choose AI & Machine Learning
Government & Public Sector
Ottawa runs Canada. We build GC Cloud-compliant applications, citizen portals, and internal government systems that meet Treasury Board standards.
Cybersecurity Hub
Kanata's tech corridor is a cybersecurity powerhouse. We build security-first applications with SOC2, FedRAMP, and Protected B compliance.
Telecom & 5G
Nokia, Ciena, and Ericsson call Ottawa home. We build telecom management platforms, network monitoring tools, and 5G-ready applications.
Defence & Security
Ottawa's defence sector needs mission-critical software. We deliver secure, reliable systems with the clearance-ready engineering standards required.
AI & Machine Learning for the industries Ottawa actually runs on
AI & Machine Learning in Ottawa runs into a different set of constraints than it does elsewhere in Ontario. The local economy leans on Government, Cybersecurity, Telecom, Defence and SaaS, and each of those carries its own regulatory, operational and seasonal realities that shape what gets built and how it gets delivered. Below is how we approach AI / ML for each of them, with a delivery model built around Ottawa clients.
AI / ML for Ottawa's Government sector
Document triage, multilingual resident support and case-backlog prioritisation, with explainable decisions and a full audit trail for review.
AI / ML for Ottawa's Cybersecurity sector
LLM features inside your product — retrieval, agents, evaluation harnesses — plus the cost and latency engineering that makes them viable at scale.
AI / ML for Ottawa's Telecom sector
LLM features inside your product — retrieval, agents, evaluation harnesses — plus the cost and latency engineering that makes them viable at scale.
AI / ML for Ottawa's Defence sector
Document triage, multilingual resident support and case-backlog prioritisation, with explainable decisions and a full audit trail for review.
AI / ML for Ottawa's SaaS sector
LLM features inside your product — retrieval, agents, evaluation harnesses — plus the cost and latency engineering that makes them viable at scale.
Our AI & Machine Learning Process
AI Opportunity Assessment
1-2 WeeksWe audit your data, workflows, and business goals to identify the highest-impact AI use cases and evaluate technical feasibility.
Data Engineering & Preparation
2-4 WeeksWe clean, label, and structure your data for model training. This includes building data pipelines, feature engineering, and establishing data quality benchmarks.
Model Development & Training
4-8 WeeksOur ML engineers build, train, and fine-tune models using state-of-the-art techniques. We run experiments, optimize hyperparameters, and validate results.
Integration & Testing
2-4 WeeksWe integrate the AI model into your existing systems via APIs, build monitoring dashboards, and conduct thorough testing with real-world data.
Deployment & MLOps
1-2 WeeksProduction deployment with automated retraining pipelines, model versioning, drift detection, and performance monitoring for continuous improvement.
Technologies We Use
Best-in-class tools chosen for performance, reliability, and long-term maintainability.
Projects We've Built for Ontario Clients
What Ottawa Clients Say
“Mapletech built a citizen services portal that handles 100K+ requests monthly. Fully accessible (WCAG 2.1 AA) and bilingual from day one.”
“Their security-first approach was exactly what we needed. The app passed penetration testing on the first attempt. Rare for a development shop.”
“We went from idea to paying customers in 10 weeks. Mapletech's SaaS expertise saved us 6 months of development time.”
AI & Machine Learning Costs in Ottawa
Transparent pricing with fixed-price sprints. No hidden fees, ever.