Now on AWS Marketplace

CloudObjectivesAIOrchestrationCloudOutcomesDriven by Agentic AI

Define your cloud objectives — reduce costs, ship infrastructure, fix pipelines. Deploy intelligent agents around each one and let them do the work.

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20–25%
waste found in month one
30 min
to first agent
up to 12×
average ROI
jeffe.ai — agent runtime
$ jeffe objective "Reduce our AWS bill by 30%"
▶ Objective: AWS Cost Reduction
↳ Agents assigned: Cost Analyst, DataLake Optimizer
▶ Cost Analyst • running
↳ Scanning 847 EC2 instances…
↳ Savings identified: $3,240/mo ✓
▶ DataLake Optimizer • running
↳ Stale tables found: 47
↳ Athena query cost ↓ 38% ✓
Objective progress: 27% cost reduction ✓

AWS keeps growing. Your team doesn't.

Most companies managing AWS are one person watching 50 services, 14 alerts, and a CloudWatch dashboard nobody reads. That's where money disappears.

32%
of cloud spend is wasted
on average across AWS environments
14 hrs
per week on AWS ops
per engineer, just keeping things running
$85K+
CloudOps specialist salary
for expertise you may not be able to hire
Objective-Driven

Start with the outcome.
Deploy the agents that get you there.

Every cloud team has goals. jeffe.ai lets you define them, assign the right agents to each, and track progress — organized around the outcomes you actually care about.

💸

Reduce Cloud Costs

Eliminate AWS waste — idle instances, overprovisioned resources, Savings Plan gaps — with agents that scan continuously and surface every dollar.

Agents:Cost AnalystDataLake Optimizer
20–25% waste identified in month one
🏗

Build AWS Infrastructure

Describe what you want to build. An agent drafts the CloudFormation change set; your team reviews and approves before anything touches production.

Agents:Infrastructure Builder
Zero unauthorized changes — ever
🔍

Monitor Data Pipelines

Catch Glue failures, stale catalog tables, and EventBridge misconfigurations before they become incidents — and get a plain-English summary of root cause.

Agents:DataLake OptimizerConnect Auditor
38% avg Athena cost reduction

Not locked into our catalog. Describe any objective in plain English — jeffe.ai drafts the agent, the tasks, and the guardrails for you.

How It Works

From zero to automated in 30 minutes

🔗
Step 01

Connect your AWS account

Deploy a single CloudFormation template. Takes under 10 minutes. No credentials ever leave your account — jeffe.ai assumes a scoped cross-account role you control.

🎯
Step 02

Define objectives, assign agents

Create an objective — "reduce costs", "monitor pipelines" — then deploy agents against it from the catalog or describe your own. jeffe.ai crafts the prompt, guardrails, and tool access automatically.

Step 03

Automate and optimize

Agents run on schedule or on demand. Every infrastructure change requires explicit approval. jeffe.ai proposes; your team decides. Nothing executes without you.

Agent Catalog

Purpose-built for AWS operations

Deploy pre-configured agents in minutes, or describe your own in plain English.

Cost Analyst

Find and eliminate AWS waste automatically

Monthly spend breakdown by service
Idle resource identification
Savings Plan gap analysis
Right-sizing recommendations
💰20–25% waste identified in month one
DataLake Optimizer

Keep your data pipelines healthy and efficient

Glue catalog health audits
Athena query cost analysis
Stale table detection
EventBridge rule auditing
💰38% avg Athena cost reduction
Connect Auditor

Monitor and optimize your contact center 24/7

Real-time queue metric alerts
Routing profile audits
Contact flow compliance checks
Agent performance summaries
💰12 hrs/week ops time saved
Infrastructure Builder

AI-drafted deployments, human-approved execution

CloudFormation change set drafting
Drift detection & remediation
Security group auditing
Approval-gated execution only
💰Zero unauthorized changes — ever
Service Permissions

16 AWS services. One control plane.

Enable per-agent IAM-scoped access to only the services each agent needs. No shared credentials. No overpermissioning.

📊
Cost Explorer
📞
Amazon Connect
🪣
Amazon S3
🔗
AWS Glue
Amazon Athena
📈
QuickSight
📡
CloudWatch
λ
AWS Lambda
🔔
EventBridge
🌐
Route 53
🏗
CloudFormation
Amazon EC2
🧠
SageMaker
Amazon Bedrock
🤖
Bedrock AgentCore
🚀
AWS Amplify
Return on Investment

Pays for itself in the first week.

The average jeffe.ai customer identifies more in AWS savings in their first 30 days than they'll pay for the platform all year. The operational time savings compound on top of that.

Cost savings identified in year 1$86,400 avg
Engineering hours freed per month40+ hours
Time to first actionable insight< 2 hours
Infrastructure incidents prevented73% reduction
0%
Waste found in month one
0 hrs
Hours saved per month
up to 0×
Average ROI multiple
0 min
Minutes to deploy
🔒
Your account, your data
Agents operate exclusively within your AWS account. Credentials never leave your boundary.
Approval-gated execution
No infrastructure change executes without your explicit sign-off. jeffe.ai proposes; you decide.
🛡
Per-agent IAM scoping
Each agent gets minimum-privilege inline policies. No shared credentials, no role sprawl.
📋
Full audit trail
Every run, recommendation, and approval is logged and accessible in the console.
Pricing

Simple, transparent pricing

AnnualMonthlySAVE 25%
Starter
$29/mo
billed annually

One admin, up to 3 AI agents, core AWS tools — everything you need to get started.

1 admin user
Up to 3 AI agents
Core tools: Cost Explorer, Amazon S3, AWS Glue, Amazon Athena, CloudWatch, AWS Lambda
Approval-gated script execution
Run history & audit log
AWS Marketplace billing
Objectives
Scripts
Start Free Trial
Full Platform
Professional
$79/mo
billed annually

Multiple admins, up to 10 AI agents, and the full platform — Objectives, Scripts, and all tools.

Multiple admin users
3 user seats (operators)
Up to 10 AI agents
All 16 service integrations
Objectives management
Scripts registry & execution
Approval-gated script execution
Full run history & audit log
AWS Marketplace billing
Start Free Trial

7-day free trial on all plans · Billed through AWS Marketplace · Cancel anytime

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Lock in 40% off for life — before we launch on AWS Marketplace.

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AWS Marketplace

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