Agentic DevOps Automation

Your cloud runs itself.
Your team builds.

OpsTraq puts private AI agents inside your AWS, Azure, and GCP accounts to triage alerts, execute runbooks, optimize spend, and enforce policy — around the clock, under your guardrails.

AWS Azure Google Cloud runs in your account
opstraq-agent — incident channel AWS · us-west-2
The DevOps Bottleneck

Ops teams are drowning in toil

The cloud made infrastructure programmable. It also made it relentless — and humans are still the middleware.

Alert fatigue

Thousands of alerts a day. Humans triage, correlate, and escalate by hand — and the real signal drowns.

Manual runbooks

Institutional knowledge lives in wikis and heads. It gets executed slowly, inconsistently — or not at all.

Multi-cloud sprawl

Every cloud has its own consoles, APIs, and policies. Context-switching between them kills velocity.

Rising cloud spend

Idle resources, oversized instances, and unnoticed anomalies quietly burn budget every single month.

How It Works

Models that understand your ops.
Agents that act on them.

OpsTraq trains private Small Language Models on your logs, runbooks, tickets, and IaC — then pairs them with agents that execute through each cloud's native APIs.

Observe

Private SLMs

  • Logs & traces
  • Metrics & events
  • Runbooks & tickets
analyze
Decide

AI Agents

  • Interpret findings
  • Select the right action
  • Respect policy guardrails
act
Remediate

Outcomes

  • Intelligent monitoring
  • Automated remediation
  • Context-aware scaling
Coverage

What OpsTraq automates

Agents take over the toil across the full operations lifecycle — you keep approvals and audit trails.

Incident response

Triage alerts, execute runbooks, roll back bad deploys, and escalate with full context already attached.

MTTR ↓ from hours to minutes

CI/CD pipelines

Diagnose failed builds, quarantine flaky tests, gate risky releases, and roll forward safely.

Broken builds fixed before standup

Provisioning & IaC

Generate Terraform, detect and correct configuration drift, and enforce tagging standards automatically.

Drift corrected, not just reported

Cost optimization

Rightsize instances, clean up idle resources, and flag spend anomalies the moment they appear.

Continuous FinOps, not quarterly audits

Security & patching

Scan configurations, apply patches on schedule, enforce policy, and remediate CVEs before they matter.

Patch windows without pages

Observability & RCA

Correlate logs and metrics across services, surface root cause, and scale with real context.

Root cause in the first reply
Multi-Cloud, Natively

No rip-and-replace

OpsTraq agents act through each cloud's own services and IAM — the tools your team already trusts.

AWS

  • CloudWatch & EventBridgesignal ingestion & event routing
  • Lambda & Step Functionsremediation execution
  • Systems Managerrunbooks & patching
  • CodePipelinerelease automation
  • Cost ExplorerFinOps signals

Azure

  • Azure Monitorsignal ingestion & alerting
  • Automation & Functionsremediation execution
  • Azure DevOpsrelease automation
  • Azure Policyguardrails & compliance
  • Cost ManagementFinOps signals

Google Cloud

  • Cloud Operations Suitesignal ingestion & alerting
  • Cloud Functions & Workflowsremediation execution
  • Cloud Build & Deployrelease automation
  • Organization Policyguardrails & compliance
  • RecommenderFinOps signals
Powered by AgentFlow™

DevOps blueprints, ready to deploy

Pre-configured agent workflows built on the Synergetics AgentWorks™ platform. Deploy in your cloud, or from the Synergetics AI Agent Marketplace.

blueprints/incident-response

Incident Response & Self-Healing

Detect, diagnose, remediate, and document — with human approval gates where you want them.

detect → diagnose → remediate → report
blueprints/release-mgmt

Release & Deployment

Progressive rollouts with automated health checks, gating, and instant rollback on regression.

build → gate → canary → promote
blueprints/finops

FinOps & Cost Governance

Continuous rightsizing, idle cleanup, and anomaly alerts with projected-savings reporting.

scan → rightsize → clean → save
blueprints/compliance

Compliance & Patch

Config scanning, scheduled patching, and policy enforcement with a complete audit trail.

scan → patch → enforce → audit
Conversational Ops

Intent-driven, not console-driven

Skip the console-hopping. Describe the outcome you want; OpsTraq drives the cloud APIs and asks before anything irreversible.

  • Agents trained on  your  ops estate
  • Approval gates wherever policy requires
  • Every action logged and auditable
Spin up a staging clone of prod in us-east, half-size, tagged team:payments. Budget cap $400/mo.
Plan ready: VPC + 3 services at 50% capacity, RDS snapshot restore, budget alarm at $400. terraform plan · 14 to add · 0 to destroy · est. $362/mo
Approved. Tear it down Friday 6pm PT.
Deploying now. Teardown scheduled for Fri 18:00 PT — you'll get a summary with actual spend.
Getting Started

A phased path to AI-native ops

Start with private models on your own data. End with an operations experience where dashboards are optional.

1

Foundation

LangTrain™ & LangTest™ deployed in your cloud. Private SLMs trained on your ops data.

2

Monitor & Act

SLMs analyze logs, metrics, and events; agents remediate across infrastructure, apps, and services.

3

Blueprints

Packaged workflows go live: incident response, releases, FinOps, and compliance.

4

AI-Native Ops

Conversational interface over cloud APIs. Observe → decide → configure. Dashboards become assistive.

Private AI · Private Agents · Private Workflows

Put agents on call.
Take your engineers off it.

OpsTraq runs inside your cloud, on your data, under your policies. See it remediate a live incident in a 30-minute demo.

Request a demo