AI Model Managed Services
Global Private Equity Firm ($50B+ AUM)
Timeline
6 MONTHS
Impact
99% UPTIME
Scale
$50B+ AUM
This global private equity firm with $50B+ in assets under management had deployed AI-powered tools for deal sourcing and portfolio analysis. However, without dedicated ML Ops expertise, the systems were experiencing degraded performance and increasing technical debt.
A leading PE firm had invested in AI-powered investment analysis tools but lacked internal ML Ops capacity to maintain and optimize production systems.
A 6-month managed services engagement providing 24/7 monitoring, continuous optimization, and feature enhancements for their AI infrastructure.
What We Delivered
Implemented comprehensive monitoring and alerting infrastructure
Established SLA-driven support with 24/7 on-call coverage
Created automated model retraining pipelines
Optimized inference endpoints for reduced latency
Delivered monthly performance reports with optimization recommendations
Measurable Impact
99%+ system uptime maintained
20% improvement in model response time
Continuous model optimization and updates
Regular performance reporting and insights
"Having Astellent manage our AI infrastructure lets us focus on using the insights rather than worrying about the plumbing. Their team feels like an extension of ours."
CTO
Global Private Equity Firm
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