What Changed. What It Enabled.
Real workflow outcomes with enough operational detail to be credible.
IT OPERATIONS
5-day sprint → 8-week deploy
62%
MTTR reduction
78%
Auto-resolved
3.1x
Analyst capacity
Enterprise IT Achieves Autonomous Incident Resolution
The Context
45,000+ monthly incidents across ITSM, app, infrastructure, and cloud operations created high triage load and long response cycles.
The Solution
Aura handled triage, root cause reasoning, and governed execution across ServiceNow, Splunk, and enterprise connectors, with HITL gates for sensitive actions.
The Impact
- 62% MTTR reduction.
- 78% of incidents auto-resolved.
- 3.1x analyst capacity
FINANCIAL SERVICES
4-week PoV, 12-week scale
68%
fewer false positives
75%
faster investigations
82%
Lower inference cost
Global Bank Modernizes Transaction Monitoring
The Context
High false positives, manual review burden, and regulatory pressure slowed investigations
The Solution
Aura supported transaction analysis, AML monitoring, investigation workflows, and regulatory reporting with governed traces.
The Impact
- 68% fewer false positives
- 75% faster investigations
- 82% lower inference cost through SLM flywheel
HEALTHCARE
4-week PoV, 10-week rollout
47%
less admin burden
34%
faster authorizations
28%
more care team throughput
Health Network Cuts Administrative Burden by 47%
The Context
Clinical teams spent too much time on documentation, prior authorization, and workflow coordination.
The Solution
Aura deployed care coordination and documentation agents with role-aware controls and compliance-first auditability.
The Impact
- 47% less admin burden
- 34% faster prior authorizations
- 28% more care team throughput
