AI Model Development and Engineering Services

Model Layer Services

Transform Your Business with Expert AI Model Development & Engineering Services

Delivered in partnership with Communitech, CENGN’s AI Model and Development Engineering Services offer comprehensive, expert-driven support that helps you build reliable, production-ready AI models.

Your AI Model: Reliable, Accurate, and Scalable

What You’ll Achieve

Immediate Impact

  • Optimized AI models with improved performance and accuracy
  • Automated processes that reduce manual work and boost efficiency
  • Actionable insights from your data will drive better business decisions

Long-Term Value

  • Reliable, production-ready AI solutions backed by rigorous validation
  • Advanced forecasting capabilities that keep you ahead of the competition
  • Internal team knowledge and capability to maintain and expand your AI initiatives
  • Unlock the value from your datasets by creating new AI products and solutions

Risk Mitigation

  • Thorough scoping ensures project feasibility and alignment
  • Performance validation with detailed reporting on what your models can and cannot do
  • Knowledge transfer focus that builds lasting internal expertise

Service Areas

Model Development and Validation

Build reliable, high-performing AI models with rigorous validation processes that ensure accuracy and effectiveness for your specific business needs

Model Deployment and Operations

Deploy ML/LLM models to cloud or edge devices with automated deployment pipelines and comprehensive monitoring and observability tools for seamless post-deployment operations

Multimodal GenAI

Generate and analyze diverse data types such as text, images, audio, and video with unified multimodal AI systems that enable richer insights, creative content generation, and cross-modal understanding for complex business applications

Troubleshooting | Tuning

Optimize underperforming AI models and resolve technical issues quickly to maximize accuracy, efficiency, and return on investment

Predictive Analytics

Anticipate future trends and outcomes with advanced forecasting capabilities that enable proactive decision-making and strategic planning

Computer Vision

Transform visual data into actionable insights with cutting-edge image and video analysis capabilities including image classification, object detection and tracking, image segmentation, facial recognition, and anomaly detection that automate processes and enhance accuracy

Classification Engines

Categorize and organize data with intelligent classification systems that improve efficiency and reduce manual processing time

Large Language Models

Fine-tune and adapt LLMs for domain-specific generative tasks, enterprise search optimization through RAG and GraphRAG architectures, and rigorous performance benchmarking with custom evaluation datasets.

How It Works: Your Path to a Successful AI Model

Phase 1: Strategic Foundation

  •  Initial Consultation: Analyze your current AI models and identify critical gaps
  • Performance Metrics: Establish key metrics to achieve that align with your business objectives
  •  Strategic Roadmap Design: Create a project roadmap with clear milestones
  •  Custom Statement of Work: Develop a detailed Statement of Work tailored to your project needs

Phase 2: Expert Development & Optimization

  • Model Implementation: Build or enhance your models based on your approved roadmap
  • Rigorous Testing: Refine and optimize through comprehensive evaluation and testing
  • Performance Validation: Generate detailed reports on capabilities and limitations
  • Future-Ready Recommendations: Strategic guidance for deployment and scaling

Phase 3: Knowledge Transfer & Empowerment

  • Complete Documentation: receive documented code and execution instructions
  • Comprehensive Walkthrough: In-depth training on model workflow, results, and recommendations
  • Internal Capability Building: Enable your team to maintain and evolve the model

Unmatched Expertise for Your AI Model Development

Get assurance that the right experts are matched to the right tasks. With years of proven production experience, cutting-edge knowledge, and a business-first approach, we ensure your solution addresses your startup’s unique challenges and constraints.

The Expertise

MLOps Engineer & AI Architect

Senior architects with strategic and deep expertise in ML/AI frameworks, cloud platforms, and MLOps ensure your models can scale as your business grows.

Senior AI Engineers

Production specialists who build deployment-ready models, ensuring they bridge the gap between strategy and practical implementation.

AI Engineers

Skilled practitioners with ML principles and algorithm understanding handle the core development work with proven methodologies and best practices.

Perfect for Startups with an AI-Based Solution

Explicitly designed for Canadian-based startups and scaleups with:

  • Available data that can be used for AI model development
  • Business objectives that can be enhanced through AI/ML capabilities
  • Teams ready to participate and learn from the knowledge transfer sections

Ready to Ensure Your AI Model Is Reliable, Accurate, and Scalable?

Contact our team today at [email protected] to begin your application.

About CENGN

Currently supported by the Canadian Government’s Strategic Innovation Fund (SIF), Canada’s Centre of Excellence in Next Generation Networks (CENGN) helps startups and scaleups bring their solutions to market. CENGN provides the resources and technical expertise to test and validate their innovative solutions while developing tech talent through its internship programs.

Since 2014, CENGN’s programs have created nearly 12,000 Canadian jobs, contributed $1.15 billion to Canada’s GDP, supported over 300 internships with a 97% employment rate, and completed over 230 commercialization projects to build Canada’s position and expertise in the global technology landscape.

Learn More About the Current Living Lab Initiative