AI & Machine Learning Services We Offer in Halifax
Why Halifax Businesses Choose AI & Machine Learning
Ocean Technology Leader
Halifax leads global ocean tech innovation. We build maritime monitoring systems, aquaculture management apps, and marine data platforms.
Defence & Shipbuilding
Irving Shipbuilding and the Canadian Navy drive demand for secure, mission-critical software. We build defence-grade applications.
Education & Research
Dalhousie and SMU need edtech platforms, research tools, and student engagement apps. We build them with accessibility-first design.
Healthcare Innovation
Atlantic Canada's healthcare system is going digital. We build telemedicine apps, patient portals, and clinical data systems.
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 Nova Scotia Clients
What Halifax Clients Say
βOur maritime monitoring app tracks 500+ vessels in real-time. Mapletech's backend architecture handles the data load flawlessly.β
βThe patient portal now serves 30,000+ Nova Scotians. Fully bilingual and PHIA-compliant. Mapletech understood our regulatory needs perfectly.β
βThe research data platform Mapletech built accelerated our analysis pipeline by 5x. Publication-ready visualizations out of the box.β
AI & Machine Learning Costs in Halifax
Transparent pricing with fixed-price sprints. No hidden fees, ever.