Designed and implemented an AI-powered AWS SRE automation platform to reduce manual infrastructur...Designed and implemented an AI-powered AWS SRE automation platform to reduce manual infrastructur...
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Designed and implemented an AI-powered AWS SRE automation platform to reduce manual infrastructure monitoring and security reporting.
The solution included two independent workflows:
• AI-powered EC2 monitoring that detects CPU usage patterns, analyzes them with AWS Bedrock, and generates scaling recommendations with an approval-based remediation workflow.
• Automated vulnerability reporting using AWS Inspector, Lambda, S3, Glue, Athena, Bedrock, and QuickSight to generate monthly security insights and executive dashboards.
Built the infrastructure using Terraform with an event-driven, serverless AWS architecture.
The solution improved infrastructure visibility, reduced manual operational effort, accelerated incident detection, and automated security reporting.
n8n is absolute gold for orchestrating lead pipelines like this! Connecting Gmail parsing with LLM qualification saves teams dozens of hours weekly. As someone who builds custom agentic lead automation workflows, seeing clean visual architectures like this is super satisfying. Top-tier build, Talha!.
A purchase order arrives by email. 38 seconds later it's registered, stock is checked, the team is notified and the client has a confirmation. Nobody typed anything.
We filmed the PO intake agent in TechFoundry IMS end to end for the first time. Watch it here https://youtu.be/zoVYPD8qpCs
Email comes in, the agent reads the PDF line by line and matches every line to the catalog, the PO gets registered with a status timeline, and an acknowledgment goes back to the client with the same lines on it.
The boring parts are the ones that made it usable. Only approved senders get in. Every email in and out is logged. And the agent never touches stock levels, it registers and notifies, people decide.
The part that took longest wasn't the reading. It was the matching. A supplier's PDF never uses your part numbers, so "resolve to catalog" is where most of the real work sits.
If you're still keying POs in by hand, I'm curious what your inbox looks like on a Monday.