Sold by: JEFFE.ai
JEFFE.ai deploys AI agents that cut AWS waste and fix issues automatically - with human approval on every change. Connect your account in under 10 minutes.
Overview
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Objective Agent Task Approval
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Task Findings Human Approval
JEFFE.ai gives small AWS teams a fleet of specialized AI agents that watch your infrastructure, identify problems, and propose fixes - with every consequential action routed through a human approval queue before execution.
Why JEFFE.ai
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.
Highlights
- AI agents that find AWS waste and fix it automatically. The Cost Analyst identifies idle resources, savings plan gaps, and right-sizing opportunities, surfacing an average of $5,200/month in recoverable spend per customer.
- 16 live AWS service integrations with zero unauthorized changes. Agents connect to Cost Explorer, S3, Glue, Athena, Connect, CloudWatch, Lambda, and more but every infrastructure action requires explicit human approval before execution.
- Multi-tenant SaaS ready in under 10 minutes. Deploy one CloudFormation template, grant a scoped cross-account role, and your first AI agent is running. No credentials leave your account. Tenant isolation, RBAC, and approval workflows included.
Details
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Delivery method
Deployed on AWS
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Pricing
Pricing is based on the duration and terms of your contract with the vendor. This entitles you to a specified quantity of use for the contract duration. If you choose not to renew or replace your contract before it ends, access to these entitlements will expire.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
Dimension | Description | Cost/month |
|---|---|---|
Starter Plan | 10 users, up to 10 AI agents, core AWS tools Cost Explorer, S3, Glue, Athena, CloudWatch, Lambda. Approval-gated execution and full audit log. | $28.00 |
Professional Plan | 25 users, up to 25 AI agents, all 16 AWS service integrations, Objectives management, Scripts registry, and full audit log. | $39.00 |
Vendor refund policy
All plans include a 7-day free trial. No refunds are issued after the trial period ends and a billing cycle begins. If you experience a service issue, contact support@jeffe.ai within 30 days and we will work to resolve it or issue a prorated credit at our discretion.
Legal
Vendor terms and conditions
Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA) .
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Delivery details
Software as a Service (SaaS)
SaaS delivers cloud-based software applications directly to customers over the internet. You can access these applications through a subscription model. You will pay recurring monthly usage fees through your AWS bill, while AWS handles deployment and infrastructure management, ensuring scalability, reliability, and seamless integration with other AWS services.
Support
Vendor support
Support Plans
JEFFE.ai provides tiered support aligned to each subscription plan:
- Starter: Email support with responses within 1 business day.
- Professional: Same-day priority email support.
- Enterprise: Dedicated Slack channel with 24/7 SLA coverage.
Getting Help
For technical issues, onboarding questions, or troubleshooting, contact the JEFFE.ai support team via email. Enterprise customers can reach the team directly through their dedicated Slack channel for real-time assistance.
Documentation and Onboarding
Comprehensive documentation and onboarding guides are available at jeffe.ai. Resources cover initial deployment, CloudFormation template configuration, agent setup, approval workflow configuration, and ongoing operations.
Refunds and Billing
For billing inquiries or refund requests, contact JEFFE.ai support via email. The team will respond within the SLA window associated with your plan tier.
Deployment Prerequisites
Before deploying JEFFE.ai, ensure your AWS account has the ability to deploy CloudFormation stacks and create IAM roles. The provided CloudFormation template provisions a scoped cross-account role with least-privilege permissions. No credentials leave your account during or after setup.
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
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