Sentinel detects payment failure patterns, investigates root cause, applies deterministic policy, and recovers eligible revenue—without giving AI execution authority.
100%
Policy compliance
0
Unsafe executions
464
Proof scenarios
₹2,840 at risk
41 payments · 38 customers · Bank X cohort
Detect
Investigate
Policy
Recover
Root cause identified · 91% confidence
UPI issuer degradation. Historical memory: alternative links recovered 72.3% of value across similar incidents.
APPROVED
₹723 RECOVERED
A governed system where intelligence never bypasses authority.
Most systems record a failure. Sentinel asks whether failures form a recoverable incident—and proves every decision with numbers.
Each agent owns one bounded reasoning role. Tools compute. Memory retrieves. The LLM never becomes the source of truth.
Rule-based anomaly detection isolates revenue-impacting clusters.
Specialist agents correlate evidence, context, and historical memory.
Deterministic policy decides AUTO, HUMAN, or DENY.
One replay-safe Razorpay Test Mode action is executed.
“14 similar incidents. Alternative payment links recovered 72.3% of value.”
Computed from persisted HistoricalIncident outcomes—not generated copy.
91%
Validated diagnosis confidence
Execution authority is structurally separate from model reasoning. Mandatory stop rules always run first and cannot be skipped.
Alternative payment link
APPROVED
Provider uncertainty, duplicate delivery, and webhook ordering are treated as expected operational conditions—not edge cases.
A unique Razorpay reference safely recovers uncertain creates.
Raw-body HMAC verification authenticates the webhook.
Recovered revenue changes once, only after verified payment.
₹723 recovered.
Duplicate financial effects: 0 · immutable audit event persisted
464
Deterministic scenarios
432 / 432
Policy-compliant decisions
0
Unsafe autonomous executions
8 / 8
Zero-tolerance gates
Evidence-bound
Every diagnosis traces to computed signals or validated output.
Replay-safe
Database uniqueness prevents duplicate active recovery actions.
Failure-bounded
Gemini and provider outages degrade safely and remain auditable.
Recover it—governed.
Explore the working operational console, inspect every decision, and run the complete synthetic Test Mode story.