Performance Optimization Advisor – AI Agent for Cloud Efficiency
HCLTech · Finance & Accounting
Certification per AWS Marketplace.
Evidence tier Source Confirmed · 4 captures on record
What the publisher says
As described on AWS Marketplace.
Performance Optimization Advisor is an AI-driven agent designed to improve cloud performance, scalability, and reliability across AWS environments.
The agent leverages historical performance data and operational patterns to optimize compute, storage, and database configurations—enabling faster query execution, reduced resource waste, and improved cost efficiency.
Show the rest of the publisher’s description (2 more lines)
By integrating with AWS monitoring and analytics tools, it helps organizations transition from reactive troubleshooting to proactive performance management. The result is greater system reliability, reduced downtime, and improved operational excellence powered by intelligent automation.
The solution leverages Amazon Bedrock, AWS Lambda, Amazon Opensearch services
Highlights
Highlighted by the publisher on AWS Marketplace.
Proactive Cloud Optimization: AI-driven detection and prediction of inefficiencies across AWS workloads
Data-Driven Recommendations: Provides automated optimization insights for query tuning, resource allocation, and configuration improvements.
Supports cross-environment comparisons to promote best practices and consistent performance.
Agent build and provenance
See the full provenance
The layer-by-layer build, the evidence behind each claim, the risk basis and the cross-marketplace links are open to any account. Some rows are disclosed, some the source leaves Unknown; a free account shows you which.
Compliance
- FedRAMPConfirmedNot listed90%, registry-checkedNo FedRAMP Marketplace entry matched this vendor's domain, checked 2026-08-27registry recordas observed 2026-08-27
Confirmed means matched to a public authoritative registry. Claimed means the vendor or its listing states it, not yet cross-checked. A framework not shown was not found in any source we hold, which is not evidence against it. Not listed means a scoped registry check found no match for this vendor's domain: a No is a scoped registry check, not a compliance judgment. Confidence bands: 95% domain-verified, 90% registry-checked, 80% self-attested, 70% weak signal. Self-attested items marked “vendor's site” are gathered from the vendor's own website and are not verified by us.
Vendor
External enrichment · as of 2026-07-01
Sources
Linked repositories
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