Autonoma OPERATE: Autonomous Software Lifecycle Platform

Autonoma OPERATE delivers autonomous operations through eight specialized AI agents coordinated by an intelligent Capability Orchestrator. Built on the RIGOR framework (Research, Inspect, Generate, Optimize, Review), agents work in a continuous autonomous loop: detecting issues, diagnosing root causes, implementing fixes, verifying solutions, managing capacity, ensuring backups, and deploying changes with zero human intervention required.

THE AUTONOMA PRODUCT FAMILY

Autonoma OPERATE is one of four products in the Autonoma platform. BUILD provides autonomous development with agents that code, test, and review. SECURE delivers vulnerability scanning and security remediation. PLATFORM combines all capabilities with cross-capability orchestration for complete SDLC automation. Each works standalone or integrates seamlessly for graduated adoption.

EIGHT SPECIALIZED AI AGENTS

Deploy AI executes deployments with intelligent rollback capabilities. The agent manages canary releases, monitors deployment health, and automatically reverts problematic changes within seconds of detecting issues.

Maintain AI handles autonomous remediation and preventive maintenance. The agent implements fixes, manages database maintenance, optimizes resource allocation, and executes runbooks for common issues without manual intervention.

Observe AI continuously monitors production systems, analyzing metrics, logs, and traces in real time. The agent detects anomalies, identifies performance degradation, and predicts failures 30 minutes before customer impact using pattern recognition.

Incident AI coordinates autonomous incident response. The agent classifies severity, assembles appropriate agent responses, manages escalation when needed, and generates post-incident reports with lessons learned.

Debug AI (shared with BUILD) performs autonomous root cause analysis. The agent traces distributed transactions, correlates events across services, identifies causal chains, and produces diagnostic reports with actionable findings.

Review AI (shared with BUILD) validates all changes before deployment. The agent ensures fixes do not introduce regressions, verifies code quality standards, and confirms solutions address root causes rather than symptoms.

Capacity AI manages auto-scaling and capacity planning. The agent forecasts demand, optimizes resource allocation, manages scaling policies, and ensures infrastructure meets performance requirements while minimizing cost.

Backup AI handles backup management and disaster recovery. The agent schedules backups, verifies integrity, manages retention policies, and coordinates recovery procedures for data protection and business continuity.

INTELLIGENT ORCHESTRATION

The Capability Orchestrator coordinates all eight agents using RIGOR execution for every operation. The autonomous loop flows naturally: Observe detects, Debug diagnoses, Incident coordinates, Maintain fixes, Review verifies, Deploy ships, Capacity scales, Backup protects. This coordination reduces Mean Time to Resolution by up to 80% compared to manual operations.

SHARED AGENTS

Debug AI and Review AI appear in both OPERATE and BUILD with different functions. In OPERATE: production root cause analysis (Debug AI), pre-deploy verification (Review AI). In BUILD: development debugging (Debug AI), code review and PR quality gates (Review AI). This shared design enables seamless handoff between operations and development teams.

PREDICTIVE AND SELF HEALING

Transforms operations from reactive to predictive. Anomaly detection flags issues before customer impact. Autonomous remediation resolves incidents without human intervention. Self-healing infrastructure recovers automatically from failures. Continuous learning improves prediction accuracy and remediation success rates over time.

INTELLIGENCE TIERS

Standard (CORE) intelligence included at no extra cost with capable baseline reasoning across all eight agents. PRO Add-On upgrades to smarter reasoning with cross-project pattern recognition - agents learn from every incident resolved. ULTRA Add-On provides the most advanced model with industry-wide shared intelligence from all Autonoma customers without exposing your infrastructure data.

INCLUDED USAGE

Each developer receives 10 monitored services and 100 incident responses per month. All eight agents included with intelligent orchestration at every tier.

AWS INTEGRATION

Native integration with CloudWatch, X-Ray, ECS, EKS, RDS, and Secrets Manager. SaaS delivery via AWS with multi-region availability.

TECHNICAL REQUIREMENTS

AWS account with VPC access, supported container runtime or Kubernetes cluster. REST and GraphQL API integration with existing monitoring tools and CI/CD pipelines.