AI-native engineering operations platform

Built for insight-driven
decisions across reliability, change, incidents, services,
and optimization.

OpsenseAI helps SRE, platform, and engineering operations connect telemetry, incidents, change history, service context, and operational signals into one reasoning layer that prioritizes action, reduces noise, and improves engineering decisions.

Not another dashboard. A workspace-driven operating system for faster decisions, safer changes, better service visibility, and clearer engineering health.

For teams
SRE, platform, infrastructure, and engineering operations
Core difference
Action-oriented workspaces instead of passive dashboards
AI role
Connects signals, predicts impact, and recommends next actions
Business outcome
Lower MTTR, safer changes, better efficiency, clearer leadership view

Connect signals. Add context. Recommend action.

OpsenseAI unifies telemetry, intelligence, and context to identify what matters, predict impact, and recommend the next best action.

Input Signals
Metrics & KPI Trends
Performance, SLOs, SLIs and golden signals
Logs & Alerts
Structured and unstructured logs, alerts, and events
Runbooks & Incidents
Past incidents, timelines, resolutions and learnings
System & Dependency Graph
Topology, configs, services, dependencies, and drift
Cost & Usage Signals
Spend, usage, efficiency and unit economics
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OpsenseAI
Reasoning Engine

Continuously correlates signals, understands context, and evaluates outcomes to surface the next best action.

GenAI Synthesis
Pattern Recognition
Context Correlation
Next Best Action
Recommended Actions
Actionable Recommendation
Scale checkout service replicas before peak
Recommended
Risk of Not Acting
High impact to customer experience and revenue
High
~42 min outage
Cost of Action
Estimated impact to cost if action is taken
$1,240
one time
Time to Degradation
Estimated time to SLO breach without action
14
hours
Confidence Level
Model confidence in the recommended action
94%
High confidence
Correlate everything
Reason continuously
Act with confidence
Improve outcomes
OpsenseAI Workspaces

Designed for every
engineering workflow

Choose the workspace that fits the decision you need to make, from SRE operations and incidents to optimization, change planning, service visibility, and executive reporting.

SRE Workspace

Monitor health, reliability, and performance in real time.

System Health
98.6%
Healthy
Error Budget
72.5%
remaining
Top Alerts
High CPU
api-gateway
Latency p95
checkout-svc
Error rate
payment-svc

Incident Workspace

Detect, triage, and resolve incidents faster.

Active Incident
INC-4267
Checkout errors
● P1 • Ongoing
Started 14m ago
Impact
High
Affected Services
3
apipayweb+2
Timeline
10:1510:2010:2510:30

Optimization Workspace

Find inefficiencies and drive cost and performance gains.

Monthly Cost
$128,430
↓ 14.2% vs last month
Top Opportunities
Right size instances$24,300
Reduce over-provisioning$18,600
Optimize storage$9,450

Change Workspace

Plan, assess, and de-risk changes before you deploy.

Upcoming Change
CHG-7842
Upgrade payment-service
May 24, 10:00 AM
Planned
Risk Assessment
Low
Risk
Blast radiusLow
User impactLow
RollbackReady
Dependencies2
Steps
Plan
Validate
Approve
Implement
Verify

Services Workspace

Explore service topology and understand dependencies.

Service Map
Service Health
97.3%
Healthy
Services
142
Dependencies
1,284
Teams
28
Environments
6

Executive Summary

Get a real time view of reliability, performance, and business impact.

Reliability Score
96
/100
Excellent
Business Impact
$2.4M
Saved this month
SLA
99.95%
MTTR
18m
Change
96%
Trend
↓ 11%

Autonation Workspace

Automate routine operations and scale infrastructure management.

Automation Rate
87%
Tasks automated
Active Automations
142
Running now
Scaling48
Backups36
Cleanup58
Time Saved
124h
Success
99.2%
Triggers
2.4k
Errors
0.1%

Security/Compliance Workspace

Monitor security posture and ensure compliance across all services.

Compliance Score
94.8%
Compliant
Security Alerts
12
Need attention
Critical2
High5
Medium5
Policies
48
Audits
156
Vulnerabilities
8
Remediated
94%
Workspace Motion

Select a workspace
exactly like the real platform

Click Play to run a 5-second-per-tab workspace filmstrip that moves from Executive Summary through SRE, Optimization, Change, Services, Incident, Autonation, and Security/Compliance views with the overview graphs and panels highlighted.

Workspace Tour
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OpsenseAI
AI-native engineering operations platform
VN

Executive Summary

Real-time overview of your SRE operations and infrastructure health.

Last 7 Days
Overall Health
98.6%
↑ 2.3% vs last 7 days
Active Incidents
3
↓ 40% vs last 7 days
MTTR
42m
↓ 22% vs last 7 days
Change Success Rate
87.5%
↑ 5.6% vs last 7 days
SLA Compliance
98.6%
↑ 4.3% vs last 7 days
Infrastructure Health Over Time
100%75%50%25%0%
May 18
Health: 98.6%
May 12May 13May 14May 15May 16May 17May 18
Incidents by Severity
24
Total
Critical
5 (20.8%)
High
7 (29.2%)
Medium
8 (33.3%)
Low
4 (16.7%)
Top Affected Services
Payment Service6 (25%)
User Database5 (20.8%)
API Gateway4 (16.7%)
Authentication Service3 (12.5%)
Notification Service2 (8.3%)
02468
Number of Incidents
Change Success Rate Over Time
Success Rate (%)Failure Rate (%)Standard (%)
100%75%50%25%0%
May 18
Success Rate: 87.5%
May 12May 13May 14May 15May 16May 17May 18
Deployment Frequency
128
Total Deployments
12181622182022
May 12May 13May 14May 15May 16May 17May 18
Risk Distribution
128
Total
Low Risk
56 (43.8%)
Medium Risk
48 (37.5%)
High Risk
18 (14.1%)
Critical Risk
6 (4.7%)
Recent High Priority Incidents
ID
Title
Severity
Status
Service
Started At
INC-2024-1024
Payment gateway timeout
Critical
Investigating
Payment Service
May 18, 2024 10:24 AM
INC-2024-1023
Database connection pool exhausted
High
Identified
User Database
May 18, 2024 09:41 AM
INC-2024-1022
API latency degradation
Medium
Monitoring
API Gateway
May 18, 2024 09:15 AM
AI Executive Insights
System performance is optimal with 98.6% overall health. Focus on resolving 3 active incidents to maintain SLA compliance above 98%.
OpsenseAI Impact

From insight to action

OpsenseAI helps teams prioritize what matters, act faster, and improve reliability, cost efficiency, and change confidence.

Prioritize the right work

AI ranks recommendations by impact, risk, and effort.

Top RecommendationsPriority Score
Right-size idle workloads92
Reduce alert noise78
Optimize database spend71
Upgrade expiring dependencies61

Move faster with confidence

Built-in guardrails and approvals reduce risk and accelerate delivery.

Change Readiness
85%
Ready
Risk AssessmentLow
Backout PlanReady
DependenciesSatisfied
Approvals2/2
Pending Approvals
SRSite Reliability
Approved
PLPlatform Lead
Approved
Rollout Window: May 24, 10:00 AM – 12:00 PM

Measure operational impact

Track outcomes that matter across reliability, cost, and velocity.

Impact OverviewLast 30 days
$2.4M
Estimated savings
▲ 18%
46%
MTTR improvement
▲ 31%
62%
Incident reduction
▲ 27%
Action Center
AI-generated actions tailored to your environment.
Recommendation
Workspace
Owner
Confidence
ETA
Status
Right-size idle workloads
Save ~$720K/yr by downsizing underutilized resources.
Optimization
AKAisha Khan
92%
3 days
Recommended
Approve change window
Database upgrade with low risk and clear rollback.
Change
PLPriya Lopez
85%
May 24
Approval needed
Rollback risky deployment
High error rate detected in checkout-service v2.3.1.
SRE
JMJordan Mitchell
78%
2 hours
Action required
Reduce alert noise
Consolidate 312 low-signal alerts across 14 services.
SRE
TWTaylor Wilson
71%
5 days
Ready to apply
Trusted by innovative teams

Built for teams. Trusted at scale.

OpsenseAI is chosen by engineering, SRE, and platform teams to drive real outcomes across their organizations.

Real impact. Measurable results.
$2.4M+
Average annual savings per enterprise
46%
Improvement in MTTR
62%
Reduction in incidents
35%
Faster change delivery
10,000+
Engineers and operators empowered

Ready to transform your operations with AI?

Join leading teams who use OpsenseAI to work smarter, move faster, and drive more impact.

Works with your stack
AWS
Snowflake
Datadog
Microsoft
Google
Atlassian
Kubernetes
Prometheus
Slack
PagerDuty
Grafana
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OpsenseAI

AI-native Engineering Operations Platform

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