AI AWS Assistant

One AI Assistant for
FinOps, DevOps, SecOps & SRE

FinOps leads eliminate idle EBS volumes and NAT gateways. DevOps engineers diagnose Lambda and ECS crashes. SecOps audits public S3 buckets and IAM keys. SREs triage CloudWatch alarms — all by plain English chat.

FinOps & Cost Lead Cloud DevOps SecOps & Compliance Site Reliability (SRE)
Connect to AWS Book a Demo
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AI AWS Assistant
AWS Cloud • FinOps • DevOps • SecOps • CloudWatch SRE
Connected • Active in 3 Regions
Show all unattached EBS volumes and idle NAT Gateways incurring charges in us-east-1.
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AWS Cloud Waste Audit — us-east-1:

• 6 Unattached EBS Volumes (gp3): 1,200 GB total • Cost: $96.00/month (Unused for >30 days).
• 1 Idle NAT Gateway (nat-04a1bc8): 0 bytes processed in 14 days • Cost: $32.40/month + data idle fee.

Total Immediate Monthly Savings: $128.40/month ($1,540/year).
Snapshot & Delete EBS Delete Idle NAT Cost Explorer Briefing
Diagnose why ECS Fargate task "order-service" crashed in production.
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ECS Task Crash Analysis (order-service-prod):
• Exit Code: 137 (OOMKilled) at 14:22 UTC.
• Root Cause: Memory usage hit hard limit (512 MB) during batch invoice PDF export.
• Fix Recommendation: Increase task definition memory reservation from 512MB → 1024MB. Updated Terraform snippet generated.
Official AWS SDK & API Integration 28% Average Monthly Cloud Bill Reduction Scoped IAM Role with External ID Sub-60s Container & Lambda Crash Diagnostics Automated Public S3 Bucket Remediation Official AWS SDK & API Integration 28% Average Monthly Cloud Bill Reduction
Built for Your Role

What Does Your Role Need From AWS?

Select your role to see the exact prompts FinOps leads, DevOps engineers, SecOps analysts, and SREs use every day.

FinOps & Cloud Cost Manager

Eliminate Idle Compute, Review Savings Plans & Forecast Bills.

Cloud infrastructure bills explode when unattached EBS volumes, zombie NAT gateways, and oversized EC2 instances are left running indefinitely. Your AI assistant audits unattached volumes, calculates Savings Plans coverage, and forecasts bills by chat.

"Show all unattached EBS volumes and idle NAT Gateways incurring charges this month."
"Generate an AWS Cost Explorer breakdown comparing this month vs last month by service."
"Calculate our EC2 and RDS Reserved Instance (RI) and Savings Plans coverage percentage."
"Audit S3 storage classes and recommend lifecycle rules to transition cold buckets to Glacier."
"Forecast our end-of-month AWS bill based on current run-rate across all linked accounts."
"Identify underutilized EC2 instances running with <5% average CPU utilization for 14 days."
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AI AWS Assistant
FinOps Mode
Show underutilized EC2 instances running with <5% CPU utilization for 14 days.
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2 Underutilized Instances Flagged:
• i-08a49c9 (m5.2xlarge): Avg CPU 2.1% • Cost: $280.32/mo (Staging QA cluster).
• i-04f21e1 (c5.xlarge): Avg CPU 3.4% • Cost: $122.64/mo.
Downsizing both to t3.medium saves $328/month ($3,936/year).
Cloud DevOps Engineer

Diagnose Container Crashes, Lambda OOMs & Terraform Drift.

DevOps engineers spend hours parsing CloudWatch Log streams to understand why Fargate containers exited with code 137 or Lambda functions timed out. Your AI assistant diagnoses root causes, generates Terraform snippets, and triggers service rollbacks.

"Diagnose why Lambda function 'OrderProcessor' is failing with memory timeout errors."
"Show all ECS Fargate tasks crashing with exit code 137 (OOM killed) in production."
"Check status of our AWS CodePipeline deployment and summarize recent build error logs."
"Generate CloudFormation/Terraform snippet to provision an S3 bucket with KMS encryption."
"Audit CloudFront distribution cache hit ratios and SSL certificate expiration dates."
"Roll back ECS service 'CheckoutAPI' to previous stable task definition revision."
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AI AWS Assistant
DevOps Mode
Diagnose why Lambda function 'OrderProcessor' is timing out.
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Lambda Failure Triage (OrderProcessor):
• Error: Task timed out after 3.00 seconds (32 invocations failed in last hour).
• Root Cause: RDS PostgreSQL connection pool exhaustion causing slow handshake.
Recommended fix: Increase Lambda timeout to 10s and enable RDS Proxy to pool DB connections.
Cloud Security & Compliance Lead

Audit Public S3 Buckets, IAM Over-Privilege & GuardDuty Findings.

Cloud breaches almost always start with public S3 buckets, unrotated IAM access keys, or missing multi-factor authentication on root accounts. Your AI assistant audits IAM policies, identifies high-severity GuardDuty findings, and isolates compromised credentials.

"Audit all S3 buckets in our AWS organization for public read or write access."
"Show high-severity Amazon GuardDuty security findings reported in the last 24 hours."
"Find IAM users with AdministratorAccess policy attached who don't have MFA enabled."
"Audit inactive IAM access keys older than 90 days that have not been rotated."
"Verify that AWS CloudTrail is enabled with multi-region logging and log file validation."
"Revoke compromised IAM access key AKIA... and isolate affected EC2 instance."
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AI AWS Assistant
SecOps Mode
Audit all S3 buckets for public read/write access.
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S3 Security Scan (42 Buckets Checked):
• 41 Buckets: Block Public Access = ENABLED (Compliant).
• 1 Bucket Publicly Accessible: company-marketing-assets-temp has public read enabled via legacy bucket policy.
1-click button ready to apply AWS S3 Account-Level Block Public Access.
Site Reliability Engineer (SRE)

Triage CloudWatch Alarms, RDS Spikes & API Gateway Latency.

When high-priority pager alerts trigger at 2 AM, SREs need instantaneous answers on whether it's an AWS regional outage, an unindexed RDS database query spike, or an API gateway 502 error surge. Your AI assistant triages alarms and scales capacity in seconds.

"Show all active Amazon CloudWatch alarms in ALARM state across US-East-1 region."
"Diagnose why RDS PostgreSQL database CPU utilization spiked to 98% at 3:00 PM."
"Check AWS Health Dashboard for any active service outages affecting our VPCs."
"Scale up Auto Scaling Group 'FrontendASG' desired capacity from 4 to 8 instances."
"Audit API Gateway 5XX error rates and identify which downstream microservice is failing."
"Analyze CloudWatch Logs Insights query for top 10 slowest HTTP request paths."
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AI AWS Assistant
SRE Mode
Diagnose why RDS PostgreSQL CPU spiked to 98% at 3:00 PM.
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RDS Performance Insights Analysis (db-prod-cluster):
• Top SQL Query: Full table sequential scan on audit_event_logs (Missing index on created_at).
• Active Connections: Spiked from 40 → 280 concurrent sessions.
Proposed index DDL generated: CREATE INDEX CONCURRENTLY ....
The Math is Simple

Companies Waste $12,000/Month on Cloud Waste & DevOps Overhead.
We Charge $99.

No $5,000/month third-party cloud management SaaS contracts. No runaway cloud billing surprises. Just 1,000 AI credits at $99/month — and your engineering team keeps infrastructure lean, secure, and resilient.

What Manual AWS Admin & Cloud Waste Costs You
Senior Cloud Engineer / DevOps Specialist salary (avg)
$130,000/yr = $65/hr
Hours spent weekly on alarm triage, cost audits & IAM maintenance per person
10 hrs/week
Monthly labor cost of manual cloud engineering administration
$7,800/month
Estimated monthly waste on unattached EBS, idle NATs & oversized EC2 instances
$4,200/month
Total monthly waste for an engineering team of 3 specialists
$12,000/month
Plus costly production downtime incidents, security compliance audit fees, and leaked data risks.
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RhinoAgents AI AWS Assistant
$99 / month
1,000 AI credits included
Entire team — FinOps, DevOps, SecOps & SRE
Slash idle cloud spend & triage container errors by chat
Connect via official AWS IAM Cross-Account Role in 15 mins
28% average monthly cloud bill reduction
You save every month
$11,901
$12,000 cost of manual waste − $99 subscription
What's a Credit?

Credits = AI work. Not simple chat messages. Each task consumes credits based on AWS cloud API complexity.

Check CloudWatch alarms or audit S3 bucket public access
1 credit
Instant cloud resource check
FinOps Cost Explorer & idle resource audit briefing
5 credits
Multi-region cost scan
Diagnose RDS CPU spike & ECS OOM crash root cause
8 credits
Log telemetry correlation
Complete IAM least-privilege & FinOps resource cleanup sweep
15 credits
Organization-wide cloud audit
At $99/month with 1,000 credits, a cloud engineering team handles hundreds of crash analyses, cost checks, and security audits — protecting infrastructure 24/7.
Quick Deployment

Your Cloud Engineering Team Live in 15 Minutes.

Standard CloudFormation Template and IAM Cross-Account Role with External ID.

1
Deploy CloudFormation
Launch our 1-click CloudFormation template to create a scoped IAM cross-account role.
CloudFormation
2
Scope Permissions
Choose read-only or remediation permissions across Cost Explorer, EC2, ECS, and S3.
Scoped IAM
3
Connect Slack or Teams
CloudWatch alarm notices, cost spike warnings, and GuardDuty findings route to channels.
Notifications
4
Team Goes Live
FinOps, DevOps, and SREs begin managing AWS cloud infrastructure by chat.
All Roles Ready
Under the Hood

Not a Basic Cloud Dashboard. An Autonomous AWS Operator.

Four core capabilities that operate AWS directly rather than just repeating documentation.

Bi-Directional API
Query, Inspect & Remediate AWS Resources
Uses official AWS APIs to inspect CloudWatch metrics, query Cost Explorer, restart ECS tasks, and snapshot unused EBS volumes across multiple AWS accounts.
Multi-region and AWS Organizations support
Respects IAM permission boundaries strictly
FinOps Intelligence
Continuous Idle Resource & Pricing Optimization
Continuously discovers unattached EBS volumes, unassociated Elastic IPs, idle NAT gateways, and oversized compute, recommending automated downsizing actions.
Reduces monthly cloud bills by up to 28%
Evaluates Savings Plans & Reserved Instances coverage
Human-in-the-Loop
Approval Gates on State-Changing Cloud Actions
Diagnostic queries and alarm lookups execute instantly. Mutating actions (like terminating instances, deleting volumes, or revoking IAM keys) require 1-click confirmation in Slack.
1-click interactive Slack & Teams approval cards
Complete audit log recorded in AWS CloudTrail
Scheduled Jobs
Morning Cost Briefings & Security Audits
Delivers daily morning briefings highlighting yesterday's cloud spend, active CloudWatch alarms, and newly detected GuardDuty security findings.
Configurable daily standup & weekly cost schedules
Slack, Microsoft Teams, and email delivery
Full Capability Set

Everything Your AI AWS Assistant Can Do

Across all four core cloud roles — one unified platform assistant.

Idle Cloud Resource Elimination
Detects and snapshots unattached EBS volumes, disassociated Elastic IPs, and idle NAT gateways to slash monthly cloud bills.
FinOpsCostWaste
Container & Lambda Diagnostics
Pinpoints root causes for ECS Fargate OOM crashes, Lambda timeout errors, and CodePipeline deployment stalls in seconds.
DevOpsECSLambda
IAM Security & Least Privilege
Audits over-privileged IAM policies, detects unrotated access keys older than 90 days, and flags users lacking MFA.
SecOpsIAMCompliance
CloudWatch Alarm Triage
Correlates active CloudWatch alarms with recent application deployments, database slow query logs, and latency spikes.
SREAlarmsMetrics
GuardDuty Threat Remediation
Summarizes high-severity threat detections from Amazon GuardDuty and drafts instant quarantine commands for compromised hosts.
SecOpsGuardDutyThreats
RDS Performance Insights Analysis
Identifies expensive queries causing CPU spikes or IOPS saturation on RDS PostgreSQL and Aurora database clusters.
SRERDSDatabases
Human-in-the-Loop

Cloud Safety First. Engineer Approvals on Destructive Actions.

Metric queries, log searches, and cost analyses happen instantaneously. Destructive operations (like terminating instances, deleting volumes, or modifying production IAM policies) require 1-click confirmation in Slack.

  • Metric lookups — instant read-only summaries across AWS regions
  • Read-only audits — zero risk of unintended infrastructure disruption
  • Destructive actions — require 1-click team lead approval in Slack
  • Complete audit log — every execution logged in AWS CloudTrail with user attribution
AWS Action — Lead Approval Required
Snapshot & Delete 6 Unattached EBS Volumes
Remediation Request:
• Target: 6 EBS volumes unattached for >30 days (us-east-1)
• Safety Step: Automated backup snapshot created before deletion
• Monthly Cost Savings: $96.00/month

Action: Create final snapshot and terminate volumes.
Connected Ecosystem

AWS is the Cloud Foundation — Connected to Your Stack

Your AI AWS Assistant communicates across your existing developer tools, CI/CD pipelines, and alerting channels.

AWS Management Console Slack Microsoft Teams GitHub Actions Terraform Datadog PagerDuty 400+ via REST & Webhooks
Enterprise Trust

Enterprise Security & Scoped IAM Roles

Your cloud architecture topology, sensitive IAM credentials, and log telemetry are protected with bank-grade security protocols.

Cross-Account IAM Roles
Authenticates securely via AWS STS AssumeRole with External ID verification. Avoids permanent access keys or root account credentials.
SOC 2 Type II Certified
Audited enterprise architecture with end-to-end TLS 1.3 encryption in transit and AES-256 at rest. Complete separation of tenant data.
Zero LLM Training Policy
Your internal cloud architecture diagrams, Terraform configurations, and log streams are never used to train public AI models. All inference is private.
Got Questions?

Frequently Asked Questions

How does this integrate with AWS?
RhinoAgents AI AWS Assistant connects via official AWS SDKs and APIs authenticated through secure IAM Cross-Account Roles with External ID verification or AWS STS temporary credentials. It strictly adheres to least-privilege IAM permissions.
Can FinOps, DevOps, SecOps, and SRE all share one assistant?
Yes. One deployment serves your entire cloud organization. FinOps leads slash unattached EBS volumes and idle NAT gateways. DevOps engineers diagnose Lambda and ECS crashes. SecOps audits public S3 buckets and IAM keys. SREs triage CloudWatch alarms. Each role uses tailored prompts.
Does it execute AWS actions or just monitor?
It can do both. Routine metrics and log queries execute instantaneously. High-impact actions (like terminating EC2 instances, deleting EBS volumes, or modifying IAM policies) strictly require human-in-the-loop 1-click confirmation in Slack.
How long does setup take?
Under 15 minutes. Deploy our pre-configured CloudFormation template to create a scoped IAM cross-account role, connect Slack or Microsoft Teams channels, and your AI assistant begins auditing cloud resources immediately.
Is our cloud infrastructure architecture and data kept private?
Yes. We never store customer application payload data. All interactions are protected under SOC 2 Type II compliance, TLS 1.3 encryption, and a strict zero-model-training policy.
Your Whole Cloud Team. One AI AWS Assistant.

Connect in 15 minutes. Slash idle cloud compute bills. Diagnose container crashes. Audit IAM security — all for $99/month.

Start with 1,00 Credits Free Book a Demo