JEFFE.ai - AI Agents for AWS CloudOps Automation

Small cloud teams face runaway costs, configuration drift, and manual toil across dozens of AWS services. JEFFE.ai eliminates that burden with autonomous agents that continuously monitor, recommend, and remediate - while keeping humans in the loop for every infrastructure change.

## What It Does

• **Cost optimization:** The Cost Analyst agent identifies idle resources, savings plan gaps, and right-sizing opportunities, surfacing an average of $5,200/month in recoverable spend per customer.
• **16+ AWS service integrations:** Connects to Cost Explorer, S3, Glue, Athena, Amazon Connect, CloudWatch, Lambda, and more.
• **Automated remediation:** Generates and executes approved Python/bash remediation scripts after human sign-off.
• **Resource tagging and tracking:** Tags all resources to objectives for cost attribution and decommission tracking.
• **Full audit trail:** Maintains a complete log of every agent action, approval, and execution.

## How It Works

• Deploy a single CloudFormation template that grants a scoped cross-account IAM role.
• No credentials ever leave your AWS account.
• Your first AI agent is running in under 10 minutes.
• Configure which services to monitor and set up approval workflows for your team.

## Security and Governance

• **Tenant isolation:** Multi-tenant architecture with strict isolation between customer environments.
• **Role-based access control (RBAC):** Group-based permissions ensure only authorized users can approve or execute changes.
• **Human approval workflows:** Zero unauthorized changes - every infrastructure action requires explicit approval.
• **Scoped IAM role:** The cross-account role follows least-privilege principles; no credentials are stored or transmitted outside your account.
• **Audit logging:** Every agent recommendation, approval decision, and execution is logged for compliance review.

## Plans and Getting Started

JEFFE.ai offers three plans - Starter, Professional, and Enterprise - designed to scale with your team and AWS footprint. Visit the AWS Marketplace pricing tab or jeffe.ai for full plan details.

To evaluate JEFFE.ai, subscribe through AWS Marketplace and deploy the CloudFormation template to have your first agent running in minutes. For a guided walkthrough or to discuss your environment, book a demo at jeffe.ai.

## Built for Teams Who Want AI Leverage Without Losing Control

JEFFE.ai is purpose-built for lean AWS operations teams that need intelligent automation but cannot afford unauthorized changes or opaque decision-making. Every recommendation is explainable, every action is auditable, and every execution is human-approved.