Sentinel AI ★ Flagship Intelligence Layer

The AI that replaces your L1.
Augments your L2.
Never sleeps.

Sentinel is the autonomous intelligence engine at the core of Ops Singularity. It observes every signal across your entire stack, investigates without human prompting, and acts - resolving incidents, briefing teams, and calling users when seconds matter.

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Connects to All Public Clouds SIEM Platforms Monitoring Dashboards ITSM & Collaboration Tools
Sentinel AI - Live Operations Dashboard
Intelligence
Incidents 3
💬 Copilot
📋 MOP Library
📞 Voice Agent 1
Ops Pillars
📊 ServiceOps
☸️ ClusterOps
SecurityOps
FinOps
Active Incidents
Last updated: just now · Auto-refresh ON
3
Critical
↑ 1 from 1h ago
5
Warnings
↓ 2 auto-resolved
12
Auto-Resolved
↑ 3 today
94%
Auto-Resolution
↑ 7% this week
CPU spike 94% - api-gateway-prod AUTO
Detected 4m ago · ServiceOps · Investigating root cause via traces
View RCA
Unusual login from IP 192.168.1.42 VOICE
Detected 12m ago · SecurityOps · Calling user now…
Monitor
Mute
SSL cert expiring in 3 days - payments.api MOP
Detected 28m ago · ProcBot · Executing renewal procedure step 2/5
View Steps
Copilot - Live
Why is api-gateway CPU spiking?
Sentinel: Traced to /checkout endpoint - 3x spike in DB queries from 10.2.1.5. Likely missing index on orders.created_at. Recommending MOP-042.
Run the fix.
Sentinel: MOP-042 executing. Step 1/4 complete. ETA: ~3 min. I'll notify you when resolved. ✓
Voice Agent - Active
Calling Rahul Sharma re: unusual login from SG IP.
Awaiting user confirmation…
● Call in progress (0:32)
94%
Incidents auto-resolved without human L1
<4m
Mean time to investigate complex incidents
14
Documented use cases across 6 operational domains
8
Operational pillars unified under one intelligence layer
24/7
Autonomous monitoring with zero fatigue
Four Intelligence Modules + Universal Connectivity

One AI. Four superpowers.

Sentinel is not a single tool. It's four deeply integrated intelligence modules - plus a universal connectivity layer that plugs into your entire stack - all working in concert, automatically, continuously, and without prompting.

Incidents
Autonomous lifecycle management from detection to resolution, with root cause analysis generated in minutes, not hours.
Auto-RCA Triage Auto-Resolve Escalation
💬
Copilot
A conversational AI layer that lets L2 engineers investigate, query, and command operations infrastructure in natural language.
NL Queries Chat-driven ops Context-aware
📋
MOP Framework
Method of Procedure intelligence - Sentinel encodes your tribal knowledge into structured runbooks that L1 agents execute precisely every time.
Runbooks Tribal Knowledge L1 Automation
📞
Voice Agent
Proactive outreach - Sentinel calls or messages the right person at the right time for security verification, approvals, and incident awareness.
Voice Calls Security Verify Proactive
🔌
Universal Connectivity
100+ pre-built connectors across cloud, observability, security, ITSM, and collaboration - including 24 purpose-built SOAR connectors for SecOps. If it has an API, Sentinel can connect to it.
100+ Connectors All Clouds Zero-Config
Module 01 - Incidents

Autonomous incident lifecycle. Start to finish.

When an alert fires, Sentinel doesn't just notify - it investigates. It correlates signals across logs, metrics, traces, and topology, generates a root cause analysis, and acts on it. All before your L1 engineer opens the ticket.

✓
Signal Correlation Across All Sources Ingests logs, metrics, traces, topology, and SIEM alerts simultaneously. No siloed views - one unified incident picture.
✓
AI-Generated Root Cause Analysis Produces a human-readable RCA report in under 4 minutes - with contributing factors, affected services, blast radius, and recommended fix.
✓
Auto-Resolve or Escalate with Context Known patterns are resolved autonomously. Novel incidents are escalated to L2 with full context pre-loaded - no investigation from scratch.
✓
Incident Memory & Pattern Learning Every resolved incident trains Sentinel's pattern library. Resolution time improves continuously with each ops cycle.
94%
Auto-resolution rate
<4m
Time to RCA
70%
Reduction in MTTR
INC-2891 - CPU Spike
INC-2890
INC-2891 · CPU Spike - api-gateway-prod
Opened 4m ago · Severity: Critical · Auto-investigating
Auto-RCA Complete
O
Observe

CPU: 94% · p99 latency 1,240ms · Error rate 8.2% · 3 pods in CrashLoopBackOff

AI Correlated 12 signals
I
Investigate

Traced to /checkout endpoint - 3x DB query spike from 10.2.1.5. Missing index on orders.created_at causing full table scans.

Root cause identified
A
Act

Executing MOP-042: DB Index Repair. Pod count scaled from 3→6. Index creation queued. ETA 3 min.

✓ Auto-executing
Z
Optimize

Adding query pattern to index monitoring ruleset. Alert threshold adjusted. Runbook updated with this resolution.

Time to RCA
3m 42s
↓ 91% vs manual L1
💬 Module 02 - Copilot

Your L2 engineer's AI partner. Always ready.

Sentinel Copilot transforms how senior engineers work. Instead of querying dashboards, reading logs, and writing runbooks manually - they converse. Ask in plain English, get back precision insights backed by real telemetry data.

✓
Natural Language Operations Queries Ask "Why is checkout latency high?" and get a real answer backed by actual traces, logs, and metrics - not generic guidance.
✓
Full Context Retention Across Sessions Copilot remembers the full investigation history. Picks up exactly where you left off - including previous hypotheses and discarded paths.
✓
Command Execution via Conversation Say "Scale checkout pods to 6" or "Trigger MOP-042" and Sentinel will execute with a confirmation step. No CLI switching.
✓
Cross-Pillar Intelligence Copilot draws from ServiceOps, ClusterOps, SecurityOps simultaneously - surfacing connections a human would miss across siloed tools.
60%
Reduction in L2 investigation time
Zero
Tool-switching during investigation
8+
Data sources unified
Copilot - Investigation
CONTEXT
INC-2891 · api-gateway-prod · CPU 94% · Latency 1.2s
SRE
Which endpoint is causing the CPU spike?
S
/checkout is responsible for 78% of CPU load. Traced to 3 DB calls per request on orders table. Missing index on created_at triggering full table scans.
SELECT * FROM orders WHERE created_at > ? -- 48,000 rows scanned per call (no index) -- Fix: CREATE INDEX idx_orders_created ON orders(created_at)
SRE
Is there a runbook for this? Run it.
S
Yes - MOP-042: DB Index Repair. 5 steps, ~3 min total. Ready to execute. Confirm to proceed?
✓ Confirm
Review Steps
S
MOP-042 executing. Step 1/5 complete ✓ - index creation queued. CPU trending down to 71%. I'll alert when resolved.
Ask Sentinel anything…
⌘
📋 Module 03 - MOP Framework

Your tribal knowledge. Encoded. Executed. Perfected.

Every organization has undocumented procedures living in senior engineers' heads. MOP Framework captures that knowledge, structures it into executable playbooks, and lets L1 agents execute them precisely - every single time.

✓
Procedure Authoring & Versioning Build structured runbooks with conditional branches, safety checks, and rollback steps. Full version history with change tracking.
✓
Autonomous L1 Execution ProcBot, Sentinel's execution engine, follows each MOP step exactly - running Ansible playbooks and shell commands, checking outputs, and halting if a safety threshold is breached.
✓
Triggered by Incident Intelligence MOPs are automatically matched and triggered by Sentinel's incident engine - no human has to decide which runbook to use.
✓
Post-Execution Learning Loop Each MOP execution is logged and analyzed. Sentinel suggests improvements, optimizes step order, and updates procedures based on outcomes.
100%
Procedural consistency
85%
L1 ticket automation rate
Zero
Knowledge lost to attrition
MOP-042 - DB Index Repair
MOP-042: DB Index Repair
Category: DataOps · Avg. duration: 3m 12s · Success rate: 98.4%
Running 2/5
Triggered by
INC-2891 · CPU spike traced to missing DB index · Sentinel auto-matched
1
Identify slow query pattern
Run EXPLAIN ANALYZE on top CPU queries · Flag missing indexes
Done
2
Create index on identified column
CREATE INDEX CONCURRENTLY - non-blocking on prod
Running…
3
Verify query performance post-index
Re-run EXPLAIN · Confirm rows scanned < 100
Pending
4
Validate CPU metrics trending down
Check time-series metrics: CPU usage below threshold for 2 minutes
Pending
5
Close incident & update MOP learnings
Auto-close INC-2891 · Log to pattern library
Pending
L1 Automation
85%
↑ of tickets resolved via MOP
📞 Module 04 - Conversational Voice Agent

Sentinel speaks. Decides. Acts - over a phone call.

Most AI platforms alert you. Sentinel calls you. It conducts real-time voice conversations to verify security events, deliver incident briefings, take authorized actions on voice command, and close the loop - all without a human operator. This is the most powerful human-in-the-loop interface ever built for operations.

✓
Proactive Security Calls - Identity & Access Verification Suspicious login or access event? Sentinel calls the account owner within seconds, explains the threat, and asks for confirmation - lock the account, isolate the resource, or approve the access - all via voice.
✓
Incident Briefing Calls - On-Demand or Scheduled Sentinel can call the on-call engineer, team lead, or CTO to deliver a structured incident briefing: severity, affected services, current status, actions taken, and what it needs a decision on - in natural spoken language.
✓
Voice-Commanded Actions - Take Control Mid-Call During a voice call, the recipient can instruct Sentinel: "Scale down the service", "Rollback the deployment", "Open a ticket for the database team" - and Sentinel executes the action in real time while confirming back on the call.
✓
Daily Ops Summaries - Called to Your Phone Start every morning with Sentinel calling you. "Good morning - 3 incidents overnight, 2 auto-resolved, 1 pending your review. Deployment to production succeeded. Cloud spend up 12% - want me to open a cost investigation?" Ops intelligence, delivered conversationally.
✓
Multi-Channel: Voice, Slack, Teams, WhatsApp, SMS Sentinel reaches users on their preferred channel. Critical security events trigger a voice call. Incident summaries go to Slack or Teams. Approval requests can go via WhatsApp or SMS where configured. Every interaction is logged with a full transcript for audit.
✓
Privilege Escalation - Manager Chat Alert Unauthorized sudo or root access detected? Sentinel messages the team lead via chat with full context and a one-tap approval or block.
✓
Full Call Transcript & Audit Trail Every call is transcribed, timestamped, and logged to the incident record. Full compliance-grade audit trail for every security event.
<30s
Outbound call triggered after security event
5+
Channels: Voice, Slack, Teams, WhatsApp, SMS
100%
Call transcripts logged for audit trail
Voice Agent - Active Call
TRIGGERED BY
LIVE CALL
0:47
INC-3041 · Unusual login - 192.168.44.201 (Singapore) · SIEM alert
👤
Rahul Sharma
Senior Engineer, Platform Team
Live Transcript
Sentinel: Hi Rahul, this is Sentinel AI. I detected a login to your account from Singapore at 2:34 AM. Is this you?
Rahul: No, that's not me. I'm in Mumbai right now.
Sentinel: Understood. I'm locking that session and flagging the IP now. You'll receive a reset link in 30 seconds. Stay on the line for confirmation?
Rahul: Yes, please. Do it.
Actions Taken
Session 8f3a2b revoked · IP 192.168.44.201 blocklisted · Identity session terminated · Security ticket INC-3041 updated
Threat Neutralized
<30s
↓ vs 45 min manual process
Universal Connectivity

Sentinel connects to everything.
Out of the box.

No custom development. No integration projects. Sentinel ships with ready-to-activate connectors across every layer of your enterprise stack - cloud, observability, security, collaboration, and custom systems.

Universal Connectivity Map - 100+ Connectors. One Intelligence Hub.
100+ Connectors. One Intelligence Hub.

Bi-directional, event-driven connectors across cloud, observability, security, ITSM, and collaboration - including 24 purpose-built SOAR connectors for SecOps.

☁️
Public Cloud Providers
All major clouds, natively
AWS Microsoft Azure Google Cloud Oracle Cloud IBM Cloud Private Cloud
Native APIs for compute, storage, networking, IAM, billing, and security services across all cloud providers.
📊
Monitoring & Observability
Metrics, logs, traces, dashboards
Monitoring Dashboards Time-Series Databases Distributed Tracing Log Aggregation APM Platforms Cloud Monitoring
Connect to your existing observability stack. Sentinel sits above it - ingesting all signals without replacing your tools.
Security & Identity
SIEM, IAM, firewall, threat intel
SIEM Dashboards Identity Management Firewall & WAF Vulnerability Scanners Certificate Managers Secrets Vaults
Ingest security events, auth logs, and threat intelligence from your security stack. Sentinel correlates and acts.
💬
Collaboration & Messaging
Where your teams already work
Slack Microsoft Teams WhatsApp Email SMS / Voice Calls On-call Alerting & Paging
Sentinel delivers alerts, summaries, and approvals on the channel that matters - with full two-way interaction support.
🛠️
Dev Tools & ITSM
Code, tickets, wikis, pipelines
Jira GitHub GitLab Confluence ITSM Platforms CI/CD Pipelines
Auto-create tickets, update wikis, trigger pipelines, and link incidents to code changes - with full bi-directional sync.
Custom & Enterprise
Any system, any protocol
REST / HTTP APIs WebSocket Streams gRPC Message Queues Event Streams Legacy SNMP/Syslog Enterprise Databases Custom Connector SDK
If it has an API, a socket, or a log, Sentinel can connect to it. Custom connectors built in days with the open SDK.
100+
Pre-built connectors ready to activate
Zero
Custom integration projects required
<1d
Time to connect a new data source
Open
SDK for building custom enterprise connectors
Core Intelligence Framework

The OIAO Cycle: How Sentinel thinks.

Every Sentinel action - whether autonomous or Copilot-guided - follows the same four-phase intelligence cycle. Designed to mirror the cognitive workflow of your best SRE, at machine speed and scale.

Observe → Investigate → Act → Optimize - The Self-Improving Loop
The OIAO Intelligence Loop: A Self-Improving Operations Cycle
1
👁️
Observe
Sentinel continuously ingests every signal - metrics, logs, traces, topology changes, SIEM events - in real time.
Time-series monitoring, dashboards, distributed tracing
SIEM events, firewall, auth logs
Container events, pod lifecycle
APM traces, service mesh
2
Investigate
Correlates signals, traces causal chains, and identifies root cause - with evidence - without human prompting.
Multi-signal correlation engine
Distributed trace analysis
Topology-aware root cause
Threat intelligence pattern mapping
3
Act
Takes action - autonomously or with confirmation. Executes runbooks, calls users, scales infrastructure, blocks threats.
MOP-driven autonomous execution
Voice / chat proactive outreach
Infrastructure scaling commands
Access revocation, IP blocking
4
📈
Optimize
Sherlock validates every fix applied - monitoring for recurrence, scoring MOP effectiveness, and closing the RCA loop so resolutions are real, not just assumed.
Sherlock fix validation (24h)
Recurrence detection & escalation
MOP effectiveness scoring
Threshold auto-calibration
Platform Architecture

One AI. Six signal sources. Two execution engines.

Sentinel ingests signals from six observability pillars, reasons across them, then directs two execution engines - ProcBot to act and Sherlock to optimize - creating a closed intelligence loop.

Sentinel AI
Intelligence Layer · Incidents · Copilot · MOP · Voice
📋
ProcBot
ACT · Execute MOPs · Approvals
Sherlock
OPTIMIZE · Validate · Close Loop
Learnings feed back to Sentinel ↑
↑ Signal feeds from 6 observability pillars
📊
ServiceOps
APM · Traces
☸️
ClusterOps
Containers · Pods
SecurityOps
SIEM · Threat Detection
🔄
DataOps
Pipelines · DB
FinOps
Cloud Cost
BusinessOps
Process · Tickets
Sentinel AI Sub-Modules
Incidents
Autonomous lifecycle management
💬
Copilot
Conversational investigation
📋
MOP Framework
Procedure intelligence & execution
📞
Voice Agent
Proactive human-loop communication
Real-World Proof

See Sentinel in action.

View All 14 Use Cases →
Infrastructure
Autonomous CPU Spike Resolution
Sentinel detects a CPU spike, traces it to a missing DB index, executes the MOP, and resolves the incident - all before L1 opens the ticket.
⏱ 3m 42s RCA ↓ 70% MTTR
Security
RBAC Misconfiguration Detection
Detects overprivileged container service accounts, maps blast radius, generates a remediation plan, and alerts L2 with full identity management context.
Zero drift ↓ 80% audit prep
Proactive Voice
Unusual Login - Real-Time Call
Suspicious login from a foreign IP triggers an immediate call to the account owner. Confirm identity or lock the account - right on the call.
<30s response ↓ 95% breach risk
IT Support
SSL Certificate Expiry - Auto Renewal
Sentinel monitors cert expiry across all services, triggers renewal runbooks 30 days in advance, and executes the full renewal process autonomously.
Zero downtime ↑ 100% coverage
Business
DB Connection Pool Exhaustion
Detects connection pool exhaustion before cascading failure. Auto-scales pool, notifies on-call, and generates a permanent fix recommendation within minutes.
5m resolution ↓ 99% cascade risk
Security
SSH Brute Force - Owner Notification
Repeated failed SSH attempts detected and classified as lateral movement threat. Sentinel calls the VM owner and executes isolation with a single voice confirmation.
Threat classified ↓ 90% lateral move risk
Explore All 14 Use Cases
Ready to Transform Ops?

See Sentinel eliminate your L1 backlog in 30 minutes.

Book a live demonstration with your actual infrastructure. We'll show you exactly how Sentinel handles your most painful incident types - live, not slides.

Request a Live Demo Read Use Cases
No commitment required · Typically 30-45 minutes · Bring your real incident data