How MallorySoft Builds Scalable AI Systems
Their technical approach ensures reliability, maintainability, and performance.
Technology Integration Services
One of their key strengths is integrating AI modules into legacy systems like ERP, CRM, and cloud platforms :contentReference[oaicite:7]index=7.
Modeling, Training & Deployment
- Data preparation: cleaning, normalization, and feature engineering
- Model prototyping: building and validating different algorithm candidates
- Training & tuning: hyperparameter optimization, cross-validation, and robustness testing
- Deployment & scaling: containerization, monitoring, version control, and A/B testing :contentReference[oaicite:8]index=8
Decision Automation Engine
MallorySoft designs automation engines that observe data patterns and make decisions without human intervention :contentReference[oaicite:9]index=9.
Best Practices & Architecture Considerations
- Ask about integration architecture: APIs, event-driven patterns, data sync
- Check modularity and the ability to extend components later
- Verify monitoring, logging and fallback strategies for production use
- Ensure security, data privacy and compliance are built into each layer
Advice
Their blend of system connectivity and robust modeling makes them suited for enterprise environments.
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