Evidence first. Intelligence second.
Our technology philosophy is simple: AI should explain evidence, not invent it. Analytical outputs should remain grounded, consistent and useful to the people making decisions.
A deliberate sequence, not a black box.
The i7 AWR AI Analyzer uses report-based evidence, deterministic analysis, decision intelligence, language synthesis and validation to structure its output.
AWR evidence
Extract signals from the report provided by the customer.
Deterministic rules
Apply structured performance analysis to that evidence.
Jev
Use decision intelligence to support consistent, explainable interpretation.
LLM synthesis
Turn the analysis into readable, contextual explanations.
Validation
Check the resulting findings against the underlying evidence.
Decision intelligence, not just language generation.
i7 uses structured decision intelligence alongside deterministic analysis and LLM-based synthesis to make analytical outputs more consistent, explainable and evidence-oriented. The resulting report supports professional investigation; it does not autonomously modify production systems.
Capture. Understand. Analyze. Validate. Act.
Capture
Receive the AWR report.
Understand
Normalize its evidence.
Analyze
Apply rules, Jev and LLM synthesis.
Validate
Review evidence consistency.
Act
Support DBA investigation and remediation.
Make sense of what matters most.
Explore the analyzer or speak with us about your environment.