From deployment to autonomous resolution โ explore the dashboards, agent lifecycles, and interfaces that power sovereign AI operations.
Five steps to full agentic operations โ deployed in your environment, governed by your policies, controlled by your operators.
Install the self-contained stack in your infrastructure. Connect to your AI factory. Define policies as code.
Autonomous Discovery Agents map your topology. Dynamic Baseline Agents learn normal behavior. FMEA Agents identify risks.
A2A agents detect anomalies, pull DevOps context from GitHub/Jira/ServiceNow/Confluence, and assess blast radius.
Operators inspect every reasoning step in real time. Override any decision. Approve or reject remediation actions.
Incidents resolved autonomously or with AI assistance. Deployments tracked in real time. DORA metrics improve continuously.
Every agent decision is timestamped, scored, and inspectable. See exactly how aurintai reached a conclusion โ with confidence scores at every step, not black-box outputs.
payment-api-prod โ latency spike to 2.4s (baseline: 180ms, ฯ: 45ms).
Deviation exceeds 3-sigma threshold. 847 requests affected in last 90s.
a3f7d2e
merged 11 minutes ago. Deployment pipeline deploy-2026-08-03-1412 shows schema mismatch warning.
#INC-4421 from 3 months ago.
Same service, same symptom pattern (latency spike post-deployment). Root cause: missing index on new table.
Resolution: rollback + hotfix. Historical MTTR: 23 minutes.
#PAY-001 (Payment Service Critical Path).
Remediation action ROLLBACK_COMMIT requires human approval per policy.
Auto-approval threshold: 95% confidence + blast-radius โค 2 services. Current: 96.7% confidence, 3 services โ approval required.
Real-time visibility into every agent, every incident, and every decision โ with transparent reasoning traces you can inspect at any moment.
AI-powered trend analysis surfaces the signals that matter โ so you fix patterns, not just symptoms.
Alert volume increased by +2,054% in the last 4 weeks. Correlated with new checkout flow deployment.
Mean time to resolution decreased by 85% after autonomous remediation agent was enabled for pipeline failures.
New failure mode identified by FMEA Agent. 47% of incidents share this root cause. Preventive action recommended.
Specialized AI agents handle the full operational lifecycle โ from detection through resolution โ with humans directing strategy and approving high-impact actions at every step.
Discovery and Baseline agents continuously map your topology and learn normal behavior patterns. When anomalies surface, Correlation Agents instantly pull DevOps context โ commits, deployments, tickets โ to enrich every alert with actionable intelligence before it reaches a human. 94% of false positives filtered automatically.
Analysis Agents and Remediation Agents work alongside your engineers in real time. They handle log correlation, blast-radius assessment, and runbook execution while operators inspect transparent reasoning traces, validate hypotheses, and approve or override any action through the unified control center. RCA in under 4 minutes.
FMEA Agents scan your infrastructure continuously for failure modes โ not quarterly, not monthly, but every hour. They calculate Risk Priority Numbers, recommend preventive actions, and auto-implement low-risk fixes within your Policy-as-Code guardrails. Your operations improve while you sleep. 85% MTTR reduction achieved.
No new tabs. No context switching. Just @aurintai-sre in Slack โ
instant diagnosis, one-click approvals, and full reasoning transparency in every channel.
Traditional on-call burns out engineers with noisy alerts, contextless pages, and 3 AM war rooms. aurintai changes the equation: agents handle triage and investigation, so humans only get paged when judgment is actually needed.
Effortless scheduling across time zones. AI-powered noise reduction that cuts false alerts by 94%. And when a real incident hits, your on-call engineer arrives with a full root-cause brief in under 4 minutes, proposed remediation, and one-click approval โ not a blinking dashboard and a prayer.
aurintai connects to the tools you already use โ no rip-and-replace required. Plug into your existing observability, ticketing, communication, and cloud infrastructure in minutes.
Metrics, logs, and traces from any source
Sync incidents, changes, and CMDB data
Native chatops and notification routing
Multi-cloud resource discovery and control
Pipeline context and deployment tracking
Database health and query performance
Identity, access, and compliance signals
Connect your own AI factory and models
Don't see your tool? Our universal webhook and API framework connects to anything with an endpoint.
Request an IntegrationApprove actions, inspect reasoning, and manage incidents from your phone, tablet, or desktop โ without compromising security or control.