Oracle performance intelligence

Quant AWR Analyzer

A production-grade Oracle Enterprise AWR analyzer and Oracle Analyzer for Standard Edition that turns Oracle AWR, ASH, and NMON files into governed findings, SQL recipes, executive summaries, and evidence-backed US$ savings opportunity.

US$ savings opportunityAWR/ASH parsing37 AWR checksML anomaly scoring
What it does

Find Oracle performance waste and express the recovery opportunity in US$.

Quant AWR Analyzer ingests Oracle performance reports, including enterprise AWR workloads and Standard Edition analysis inputs, normalizes them into a canonical intermediate representation, and converts technical bottlenecks into prioritized US$ savings opportunities using transparent cost assumptions.

  • Actionable findings with evidence chains and diagnostic SQL.
  • Boardroom-ready executive reporting that shows avoidable Oracle spend, cost-at-risk, and potential savings in US$.
  • Role surfaces for corporate admins, executives, and operations teams.
  • Encrypted PDF reports and signed report provenance.
Analysis engineAWR, ASH, NMON to canonical IR
Core
GovernanceMFA, JWT, RLS, audit, rate limits
Secure
US$ savingsCost-at-risk bands and optimization opportunity rollups
USP

The USP is financial clarity.

Designed to show leaders where Oracle performance waste may be creating avoidable US$ cost, while giving DBAs the evidence and SQL needed to act.

US$ quantified findings

Each important bottleneck can be translated into modeled savings opportunity, cost-at-risk, and business priority.

Dual-audience output

DBAs get technical remediation detail while leaders get US$ savings rollups, trends, and executive PDFs.

Database-level isolation

PostgreSQL row-level security, tenant-aware APIs, and fail-closed guards protect multi-tenant use.