Capture incident
Provide the observable facts, environment, service, and error.
AI-ASSISTED INCIDENT INTELLIGENCE
Turn infrastructure incidents into defensible next steps.
ResolveIQ combines historical incident evidence with AI-assisted reasoning while keeping facts, evidence, and inference clearly separated.
Amazon BedrockAWS LambdaAPI GatewayDynamoDBCloudWatch
$ incident analyze --evidence-first
✓ Incident captured
✓ 5 historical records retrieved
→ Generating bounded hypotheses...
AI INFERENCE · UNCONFIRMEDDependency connectivity degradationEvidence cited: INC-014, INC-021
Human verification required before action.
THE OPERATIONS GAP
Incident response should not start from zero.
When an incident happens, engineers search through tickets, runbooks, logs, and tribal knowledge before deciding what to investigate. ResolveIQ turns that scattered context into a structured starting point.
WITHOUT RESOLVEIQ
Incident↓Search↓Guess↓Investigate↓Document
WITH RESOLVEIQ
Incident↓Retrieve evidence↓Generate hypotheses↓Verify → Resolve → Preserve
A REPEATABLE WORKFLOW
From signal to operational knowledge.
Retrieve evidence
Find relevant fictional historical incidents and runbooks.
Generate hypotheses
Bedrock produces structured possible causes.
Verify
Use recommended diagnostic checks to validate hypotheses.
Resolve
A human engineer records the actual resolution.
Preserve knowledge
Convert successful resolutions into reusable runbooks.
LIVE INCIDENT ANALYZER
Investigate with context, not confidence theater.
Analyze a fictional infrastructure incident using historical evidence and Amazon Bedrock.
INCIDENT INPUT
Describe what is happening
ANALYSIS RESULT
HUMAN FACTS
ReportedHISTORICAL EVIDENCE
Fictional recordsHistorical incidents retrieved by symptom similarity.
AI INFERENCE
Hypothesis · UnconfirmedModel-generated hypotheses. Requires human verification before making changes.
RECOMMENDED CHECKS
Diagnostic onlyRecommended verification steps before applying remediation.
UNCERTAINTY & BOUNDARIES
LimitationsREUSABLE RUNBOOK
Knowledge preservationWhat resolved the incident?
Supply the successful resolution. ResolveIQ will preserve it as human-approved troubleshooting knowledge.
THE TRUST MODEL
Facts are not evidence.
Evidence is not inference.
ResolveIQ makes the distinction visible so engineers can investigate AI suggestions instead of treating them as confirmed facts.
What was reported
Observable incident information supplied by the engineer.
What supports it
Historical records retrieved by deterministic application logic.
What AI suggests
Bounded hypotheses that require human verification.
SERVERLESS AWS ARCHITECTURE
Small surface area. Clear boundaries.
ResolveIQ keeps the critical path simple: a static frontend, a serverless API, bounded retrieval, and structured model output.
Browser
↓Amazon S3
↓API Gateway
↓AWS Lambda
↙DynamoDB↓CloudWatch
↘Amazon Bedrock
OPEN SOURCE / GITHUB
Built in the open.
ResolveIQ is an open-source AWS project focused on evidence-first incident analysis, human-controlled resolution, and reusable operational knowledge.
View source on GitHub