Deploying a model is only the first mile. In Energy and Manufacturing—where conditions, equipment performance, supply chains, and workforce behavior shift daily—models degrade quickly without consistent oversight.
Predictive maintenance models drift. GenAI assistants grow stale. RAG systems lose context. Costs rise.
Frame’s Ongoing Model Support & Optimization service provides a proactive, disciplined model management program designed for high-volume, mission-critical industrial environments. We ensure your AI investments remain reliable, safe, and valuable long after deployment.
We proactively detect when models begin to lose accuracy due to changes in equipment behavior, operating conditions, or data quality.
Outcome: Issues detected early—before they impact operations.
Models stay aligned to current operating realities through ongoing updates and validation.
Outcome: Models remain accurate, trustworthy, and production-ready.
We maintain the full operational pipeline that keeps models healthy and compliant.
Outcome: Operational AI that is secure, governed, and maintainable.
We ensure AI workloads run efficiently and economically across cloud and lakehouse environments.
Outcome: Higher performance at lower cost.
For GenAI assistants and agentic systems, we keep enterprise knowledge fresh and accurate.
Outcome: AI that always reflects the latest knowledge.
With Frame’s Ongoing Model Support & Optimization, organizations gain AI systems that remain accurate, reliable, and production-ready long after launch.
By continuously monitoring performance, resolving issues early, and optimizing costs and models against real operating conditions, Frame turns AI from a one-time deployment into a durable capability—an engine that compounds value over time instead of degrading into shelfware.
We specialize in models deployed in plants, refineries, utilities, field operations, supply chains, and regulated environments—where reliability matters.
Support across Azure, AWS, GCP, Databricks, and hybrid environments.
Architecture, governance, and oversight stay onshore. Continuous monitoring and engineering support come from nearshore teams for high quality and cost-efficient scale.
We keep your analytics, ML, and GenAI solutions performing at their best—so they don’t become shelfware or stale prototypes.
Frame supports Energy, Manufacturing, Utilities, and other asset-intensive industries where AI performance, reliability, and safety are mission-critical.
Ongoing Model Support & Optimization, including monitoring, retraining, cost optimization, and lifecycle management for analytics, ML, and GenAI systems in production.
