Advance: GenAI-Native Managed Services
Inferdat · Cybersecurity & IT
Certification per AWS Marketplace.
Evidence tier Source Confirmed · 4 captures on record
What the publisher says
As described on AWS Marketplace.
GenAI systems in production require continuous monitoring that traditional ops teams are not equipped to handle. Model drift, prompt degradation, cost spikes from token usage, and quality regression are unique to AI workloads and they happen without any obvious signal. By the time a business notices, the model has been producing degraded outputs for weeks.
Advance is Inferdat's GenAI-native managed service. It covers quality monitoring (tracking output quality over time and comparing against baselines), drift detection (identifying when model behavior shifts from expected), cost optimization (monitoring token spend, identifying waste, and rightsizing model calls), continuous prompt engineering (refining prompts as edge cases emerge), security patching (keeping the AI stack current), and SLO commitments on response time, quality thresholds, and uptime.
Show the rest of the publisher’s description (2 more lines)
Advance includes InferDat Observe, Inferdat's proprietary observability platform that merges app-layer traceability with infrastructure monitoring into a single trace. This delivers full visibility from the LLM call through the infrastructure layer in one unified view, across multiple clouds, which is the capability most managed services do not provide.
Two tiers. Essentials covers quality monitoring, drift detection, infrastructure monitoring, and a 4-hour response SLA. Professional adds continuous prompt engineering, cost optimization, security tuning, closed-loop quality improvement, a 1-hour response SLA, and a dedicated Customer Success Manager.
Highlights
Highlighted by the publisher on AWS Marketplace.
Quality monitoring and drift detection: catch degradation before your users do
Continuous prompt engineering: prompts improve as your AI system matures
InferDat Observe included: single-trace app and infrastructure observability
Agent build and provenance
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