01The challenge
Findings from every tool. Fixes coordinated by hand.
With infrastructure on AWS and workloads on Kubernetes, Grene Robotics had findings arriving from Trend Micro, AWS WAF and AWS Inspector, and every one needed a person to review it, decide and chase the fix.
Compliance across two worldsGRC violations across cloud and containers needed continuous, manual follow-up.
Incident response by handAnalysts correlated findings, judged severity and coordinated every fix themselves.
A wide threat surfaceContainer threats, cloud misconfigurations and classic vulnerabilities each needed a different fix.
Coordination overheadFindings had to be routed to the right team and approved in chat, all manually.
02The approach
Routine fixes run on their own. Critical changes wait for a person.
autobotAI connected the security and infrastructure tools into one layer and, with Grene’s teams, built 20+ workflows, starting with compliance violations and incident response, tested in non-production first.
Fig. 1The smart approval framework
Finding arrivesTrend Micro · AWS WAF · Inspector · Snyk
Assessseverity · cost · maintenance window
Routineno cost, no maintenance window
Runs inside guardrailsLogged
Criticalcould affect production or cost
Approve in Google ChatRuns after approvalLogged
Serverless in AWSDeployed as a serverless application. No infrastructure for the team to run.
Cloud and containers togetherKubernetes APIs and AWS services handled by the same workflows.
Approvals where people already areNotifications, approvals and status updates all flow through Google Chat.
03The results
Less toil, continuous compliance.
55% less manual workReviewing violations, investigating, coordinating and tracking: now handled by workflows.
Continuous complianceGRC violations found and fixed continuously instead of in periodic reviews.
50+ threat vectors coveredAcross cloud and containerised applications.
Faster incident responseFindings from Trend Micro, AWS WAF and Inspector trigger playbooks immediately.
Oversight keptCritical changes route through Google Chat approvals with full audit trails.
One view of cloud and KubernetesConsistent workflows that respect each environment’s needs.
“From weeks to minutes, autobotAI made our cybersecurity and cloud operations effortless.”
Bharat MasimukkuGrene Robotics