Evidence-led incident intelligence for the teams responsible for complex systems.
ArwanzAI is an independent, evidence-first incident intelligence and resolution-guidance platform. It is designed to help database, application and infrastructure teams move from collected incident evidence to defensible findings, read-only verification steps, controlled remediation guidance and management-ready decisions — while keeping every production change under customer control.
WHY WE ARE BUILDING IT
Reduce the distance between evidence and the next defensible action.
Production incidents rarely belong to one layer or one role. ArwanzAI is being built around the operational reality that DBAs, infrastructure engineers, application teams and technical leaders often need to interpret the same evidence from different perspectives.
MANAGEMENTDecision context without losing technical truthPrioritized risk, evidence position, urgency and the action that requires review or approval.
DBAs & TECHNICAL TEAMSEvidence, verification and bounded guidanceTrace findings to supplied evidence, verify with read-only checks and keep uncertain causes explicitly bounded.
OPERATIONS & INFRASTRUCTURECross-layer incident contextKeep OS, storage, application and database signals connected to one investigation and case lineage.
HOW WE WORK
Built around operational discipline, not automatic change.
ArwanzAI is shaped by hands-on database and application-infrastructure workflows and by the expectations enterprise teams have around evidence, review, safety and change control.
Evidence before assumptionsConclusions should reflect what the supplied evidence actually supports.
Read-only by designCollection and verification paths stay evidence-focused.
Customer-controlled changeGuidance may be actionable; execution remains with authorized teams.
Transparent uncertaintyMissing evidence is identified instead of being treated as proof.
Validated expansionNew databases and operating systems enter support only after dedicated analyzer validation.
See what the product produces before you commit.
Open the sample report or start with the free analysis allowance using permitted evidence.
