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Web Development — AI Development & Integration

AI Deployment & Maintenance

Deployment, monitoring, and ongoing maintenance for AI systems — local or cloud — so they keep working after the demo.

Aircraft with its cockpit canopy open beneath a blue sky

AI systems need the same operational care as any other production software — plus monitoring for model-specific failure modes. We deploy, monitor, and maintain AI systems with the same discipline we apply to the websites and applications we manage.

Who this is for

  • Organizations with AI in production that needs operational care

What's included

Deployment

Model and application deployment to your infrastructure or selected cloud, with access controls configured.

Monitoring

Usage, quality, and drift monitoring agreed with your team.

Maintenance

Model updates, dependency management, and re-evaluation on a defined cadence.

Support

Support arrangements with escalation paths defined in the engagement.

What you receive

  • A documented production deployment
  • Monitoring and maintenance schedule

Discuss Your AI Project

Share your goals and current setup. We will review your enquiry and discuss scope and next steps.

Brands we’ve worked with

  • Morguard
  • Triovest
  • Walmart
  • TELUS
  • Urban Planet
  • Union Burger
  • Halton Healthcare
  • MPAC
  • Reader’s Digest
  • KWE
  • Home Instead
  • FASTSIGNS
  • Sun Life