The Autonomous DevSecOps
Decision Control Plane
AI agents that reason across cost, security, and reliability — producing safe, explainable, human-approved decisions.
DevSecOps doesn't scale with humans
Cloud complexity grows faster than your team's decision capacity. The bottleneck isn't tools — it's coherent judgment at scale.
Too many tools
CI/CD, FinOps, Security, Observability — each optimizing alone. No coherent strategy.
Decisions live in heads
Critical production knowledge lives in engineers' heads, not in systems.
Constant trade-offs
Cost vs reliability. Security vs velocity. No arbiter to balance them.
Alert fatigue
Thousands of signals, no synthesis. Teams react instead of deciding.
The decision layer modern stacks are missing
Your tools execute. SentnelOps decides. We sit above your existing stack as the autonomous decision control plane.
Three decision agents. One coherent control plane.
These core agents collaborate to produce human-ready DevSecOps decisions. Additional agents extend observability and execution.
Optimizer
Cost & efficiency
- Analyzes resource utilization patterns
- Recommends rightsizing and scheduling
- Tracks savings potential across clusters
- Learns from historical optimization outcomes
Guardian
Security & reliability
- Assesses blast radius of proposed changes
- Validates compliance requirements
- Monitors SLO impact predictions
- Flags high-risk deployments for review
Arbiter
Conflict resolution & sequencing
- Balances competing priorities
- Sequences dependent operations
- Ensures policy compliance
- Produces final human-ready decisions
Supporting Systems
Observability insights
Infrastructure execution
Deployment orchestration
Human control & approvals
Others optimize slices. We optimize decisions.
Point solutions excel at their domain. SentnelOps provides the decision layer that coordinates them all.
| Capability | SentnelOps | FinOps Tools | Security Tools | Observability |
|---|---|---|---|---|
| Cross-domain reasoning | ||||
| Decision governance | ||||
| Human-in-the-loop | ||||
| Learns from outcomes | ||||
| Conflict resolution | ||||
| Explainable decisions |
Comparison reflects decision-layer capabilities, not feature parity.
Built for every scale
Same product. Different leverage. SentnelOps adapts to your stage and amplifies your team's decision capacity.
Startups
Act like you have a DevSecOps team
Get enterprise-grade decision-making from day one. No need to hire a platform team before you can afford one.
- Automated cost optimization
- Security best practices enforced
- Quick time to production
Growth
Remove senior engineer bottlenecks
Scale your infrastructure decisions without scaling headcount. Let your best engineers focus on product, not operations.
- Institutionalize tribal knowledge
- Consistent decision quality
- Faster incident response
Enterprise
Institutionalize DevSecOps judgment
Codify decades of operational wisdom into an autonomous system with full audit trails and governance controls.
- Complete audit logging
- Policy enforcement at scale
- Multi-team coordination
Autonomous, but never uncontrolled
Enterprise trust isn't earned through features. It's built through transparency, control, and accountability.
No production change is executed without explicit human approval.
Audit Logs
Complete record of every decision, recommendation, and approval with full context and reasoning.
Policy Enforcement
Define guardrails that SentnelOps will never violate. Your policies, always respected.
Human Approvals
No autonomous action without human sign-off. You control the level of automation.
Explainability
Every recommendation comes with clear reasoning. No black-box decisions.
Guardian: SLO headroom sufficient, no incidents in affected services
Arbiter: No conflicting deployments scheduled, safe to proceed
Ready to see autonomous DevSecOps decisions?
Learn how SentnelOps can become the decision control plane for your cloud infrastructure.
Private beta · Features subject to change