Benefits of Managed Support & Maintenance for your AI solution
Overall, AI systems maintenance involves a combination of data management, model monitoring, retraining or updating, bug fixing, performance optimization, compliance checks, and continuous improvement based on user feedback.
People using this system need support.
By investing in proper maintenance, AI systems can remain effective, reliable, and aligned with evolving needs and expectations.
We can:
- Data management: help with ongoing data management & review
- Model Monitoring: Monitoring the performance of AI models is crucial to detect any anomalies or deviations.
- Model Retraining and Updating – retraining involves feeding the model with new data and recalibrating the model’s parameters.
- Bugs and Error Handling: AI systems can encounter bugs, errors, or unexpected behaviors. We must log & review these before deploying fixes.
- Optimization – as a model evolves and scales a continuous review of the system will ensure it runs optimally.
- Ethical and Regulatory Compliance: in an ever changing world we help you take the front foot with compliance.
- Iterative Improvement: Incorporating user feedback into the maintenance process allows for iterative enhancements and the refinement of the AI system’s functionality.
We understand the importance of support & maintenance in AI systems
Overall, AI maintenance involves a combination of data management, model monitoring, retraining or updating, bug fixing, performance optimization, compliance checks, and continuous improvement based on user feedback. By investing in proper maintenance, AI systems can remain effective, reliable, and aligned with evolving needs and expectations.
We develop using
cutting-edge
AI stacks
that deliver solutions, faster & at lower cost.
Investing in AI right now means using existing AI solutions to build upon. If you try to go it alone the process will take years instead of months and cost 100x the amount. We help businesses scale into using AI solutions rapidly.
AI Consultancy & Advisory
We offer in depth AI research, planning & consultancy to help you get your project quoted & fully scoped out.
AI Data Extraction, Cleaning & Labelling
We offer scalable data extraction, cleaning & labelling. No matter how complex your data set, we will have ways to work with it and mould it into a workable set for your project.
AI Application Development
Once we have your project fully scoped out our AI developers can start to build your AI application
Support & Maintenance
Everything we build we also maintain. Our AI development services are provided on a project by project basis or with an ongoing maintenance retainer agreement.