Step 2 of Intelligence SetupAurora Technologies / ExpenseTracker

Build the Evidence Base

Upload the fragmented project evidence FailureOps will continuously reason over to discover weak failure seeds.

PDF, DOCX, MD

Roadmaps, PRDs, project plans, feature specs, and hard release milestones.

product_plan.pdfIndexed

CSV, JSON, TXT

Surveys, qualitative interviews, onboarding drop-off tickets, and NPS reviews.

customer_feedback.csvIndexed

CSV, XLSX

User activation, retention curves, trial conversion, and churn telemetry.

product_metrics.csvIndexed

CSV, JSON

CI/CD deployment breakages, P1 bug backlog, MTTR, and build pipeline logs.

engineering_metrics.csvIndexed

CSV, JSON

PR review latencies, sprint workload, engineer overtime, and context switching.

team_operations.csvIndexed

PDF, MD, TXT

Production postmortems, staging deadlocks, migration rollbacks, and retros.

incidents_postmortems.pdfIndexed

Autonomous ingestion, segmentation & indexing

Evidence Base Ready

File Received & Validated

Integrity verified, MIME type checked

Document Parsed & Extracted

AST / Tabular schemas mapped

Content Normalized

Timeline & metric scales harmonized

Context Segmentation

Semantic chunks & sliding windows generated

Vector Embeddings Generated

High-dimensional embeddings created

Evidence Base Indexed

Indexed for cross-source signal extraction

Zero raw PII stored • Encrypted Vector EnclavePreview Pipeline Mode

6 Evidence Sources Loaded:Sufficient for cross-source signal reconciliation & Failure DNA synthesis.