Building Autonomous SRE for Engineering Teams
Six strategic components working in harmony
Sensitive PII information never leaves the data plane perimeter which ensures compliance. Total separation of data and control planes ensures zero-leak security.
From "Waiting for a Ticket" to "Predicting the Fix." Proactively subscribes to infrastructure alerts and correlates them with recent code changes.
Links infrastructure symptoms with application DNA. When Datadog shows the "what," Sentry reveals the "why" with exact stack traces.
Provider-agnostic event bus for plug-and-play architecture. Works with Kafka, RabbitMQ, or any message broker.
Closed-loop resolution merging real-time signals with system-of-record remediations.
Complete incident lifecycle from detection to resolution. Automatically closes the loop with contextual updates.
See it in action
Your Stack, Our Intelligence
Stack-agnostic integration—Zendesk, Intercom, Datadog, or New Relic—we work where your data lives.
45 minutes of manual firefighting → 10 seconds of autonomous clarity.
Flipturn's Autonomous L3 Agent eliminates the "Incident Fog of War" by executing a coordinated investigation across your entire stack:
Sovereign Trust Gate:
Local PII scrubbing (emails, IPs, names) ensures sensitive data never leaves the data plane perimeter.
Infrastructure "What" (Datadog):
Autonomously identifies symptoms like database pool exhaustion.
Application "Why" (Sentry):
Pivots to code DNA to pinpoint exact stack traces and hidden logic errors.
Autonomous Synthesis:
A LangGraph AI Orchestrator correlates these signals into actionable Zendesk notes with clear remediation steps.
AI Intelligence with Data Plane Security.
Flipturn's security architecture ensures sensitive information never leaves the data plane perimeter, maintaining a strict separation between data and control planes.
Zero-Leak Security:
All PII is identified and scrubbed within the data plane before analysis begins, ensuring strict compliance.
Regional Compliance:
Choose regional redaction profiles—masking SSNs in the US or Aadhaar numbers in India—to meet local regulatory standards.
Smart Masking:
We redact names, emails, and credentials while preserving the technical context necessary for root cause analysis.
Context-Aware Protection:
Data never leaves unprotected; Flipturn masks the identity but retains the "how" and "why" of the incident.
From ticket signal to battlecard in seconds.
Webhook Trigger:
Incident reports from Zendesk or Intercom instantly activate the orchestrator.
PII Redaction:
Sensitive data is scrubbed within the data plane before analysis.
Autonomous Query:
LangGraph orchestrator correlates Datadog symptoms with Sentry stack traces.
Shadow Mode Battlecard:
Complete causal correlation posted as an internal note—engineers walk into a solved crime scene.
Flipturn's Causal Linking Engine automatically connects customer signals to infrastructure symptoms to code-level root causes — delivering actionable insights while your team stays in flow.
Insights on Autonomous SRE and Engineering Velocity