Explore the inner workings of our real-time discovery engine, AI explanations, and autonomic remediation guardrails built for scale.
GenegicOps maps all active resource nodes and queries their actual dependencies in real-time. Instead of listing resources in a flat spreadsheet, our graph engine shows how an S3 bucket connects to a specific Lambda, which EC2 instance can access which RDS database, and which routes lead to the public internet.
Our detection core performs multi-level analysis, matching configurations against local files, public policies, and security guardrails.
# Scanning State backend: s3://my-terraform-states/production.tfstate # Live Resource compared: aws_security_group.app_sg Drift found on "aws_security_group.app_sg": Ingress rule differs from state declarations: - cidr_blocks = ["10.0.0.0/8"] // Declared in tf + cidr_blocks = ["0.0.0.0/0"] // Live AWS Configuration
GenegicOps pulls your state values directly from S3, HashiCorp Consul, or Terraform Cloud and reads the attributes of resources. It flags any discrepancy introduced through manual editing in the AWS Console, AWS CLI calls, or third-party automated scripts.
# Scanning AWS CloudFormation Stack: production-ecs-cluster Stack Drift Status: DRIFTED Resource: AWS::ECS::Service (AppService) Difference: Expected: DesiredCount: 3 Actual: DesiredCount: 5 (Manually Scaled via Console)
For teams running native AWS stacks, GenegicOps connects directly to the CloudFormation service APIs. It reports stack drifts, tracks parameters changed, and detects manual stack deletions.
name: Require_RDS_Storage_Encryption rule: resource: aws_db_instance check: storage_encrypted == true action: severity: CRITICAL notify: slack-alerts-channel
Enforce governance and security patterns that go beyond IaC files. Build compliance rules in simple YAML files that are continually scanned across dev, staging, and prod environments.
{
"resource": "aws_iam_role.developer_access",
"event": "Telemetric Configuration Change",
"historical_value": "PolicySize: 1.2KB",
"current_value": "PolicySize: 4.8KB",
"user": "security-audit-bot"
}
Even if a resource isn't declared in code yet, GenegicOps creates a version history of its attributes. Know exactly what changed in your staging environments during developer testing cycles.
Too many security alerts list raw JSON differences that require engineers to dig through documentation to evaluate risk. GenegicOps uses domain-specific AI models to translate configuration differences into plain English, explaining why the drift happened, what risks are introduced, and how to safely execute the fix.
This security group allows SSH connections from any computer on the internet. This exposes your instances to brute-force ssh attacks. CloudTrail records show this change was made manually by sarah.dev@company.com on 2026-06-15T15:20Z to debug a staging deploy issue.
Limit ingress traffic to the corporate VPN address block or replace SSH access with AWS SSM Systems Manager. The safe Terraform script on the right replaces the public block.
Go beyond passive warnings. GenegicOps creates the exact infrastructure scripts required to revert changes back to safe baselines.
Live bucket production-data-lake missing server-side encryption tags.
# Reverts public access block settings on Production Data Lake resource "aws_s3_bucket_server_side_encryption_configuration" "remedy" { bucket = "production-data-lake" rule { apply_server_side_encryption_by_default { - sse_algorithm = "None" + sse_algorithm = "aws:kms" } } }
Stop spending weeks before an audit collecting screenshots and searching database configurations. GenegicOps collects historical evidence of compliance across AWS environments, formatting it in exportable reports that auditors trust.
Managing dozens of separate AWS accounts makes tracking drift nearly impossible manually. GenegicOps integrates at the AWS Organizations level, autodiscovering new child accounts, mapping cross-account transit gateways, and applying unified governance rules globally.