SageMaker environments deployed with code

Reduce SageMaker Costs Without Compromising Security

Startups • Scale-ups • Enterprise

Cost + Security audits for AWS SageMaker, followed by a production-ready baseline deployed through code - private-by-default, encrypted, least-privileged, and audit-ready.

Book a Discovery Call Calculate Your Savings
40%
Avg Cost Reduction
$10K+
Savings Target (Annual)
5 Days
Audit Delivery
VPC-Only
Secure Baseline Available
AWS Certified Machine Learning - Specialty AWS Certified Machine Learning • Specialist

AWS ML Platform Specialist

We help teams standardize SageMaker for production… Bedrock support coming soon.

🎯 Platform Stack

  • AWS SageMaker (Studio, training, inference)
  • Private networking + IAM guardrails
  • KMS encryption + secure S3 access patterns
  • Cost optimization across training and endpoints

AWS Certified ML Specialist helping teams cut SageMaker spend and reduce risk with repeatable, code-based deployments.

✅ What You Get

  • Cost + security findings report (prioritized)
  • Savings estimate + remediation roadmap
  • Secure baseline deployed through code (repeatable)
  • Runbook + handoff documentation

Clear deliverables, fast turnaround, and a baseline your team can reuse across projects.

AWS Certified Machine Learning - Specialty

AWS Certified Machine Learning – Specialty
AWS ML Platform Specialist | SageMaker Production Readiness | Security + Cost Guardrails

SageMaker Cost + Security Signals

SageMaker Cost & Risk Drivers

Common SageMaker issues we see in production—and quick wins to reduce spend and strengthen security.

💸

Over-Provisioned Endpoints

Instances are sized “just in case” and never revisited. Right-sizing and choosing the right inference pattern can unlock meaningful savings.

⏰

Idle Notebooks & Compute

Notebooks, endpoints, and supporting resources run longer than needed. Simple guardrails and schedules reduce waste quickly.

📈

Auto-Scaling Misconfigurations

Fixed capacity wastes spend at idle and underperforms during spikes. Auto-scaling with sensible bounds keeps costs predictable.

🔒

Security Drift

IAM, encryption, and network settings drift across projects. A repeatable code-based baseline keeps SageMaker secure and audit-ready as you scale.

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Our Services

SageMaker Cost + Security Services

From audits to ongoing optimization, we reduce SageMaker spend and strengthen security.

START HERE
🎯

Free SageMaker Readiness Review

A fast, high-signal review to identify quick wins for cost and security—plus the right next step for your environment.

  • 30-minute call (cost + security triage)
  • Top 5 savings + risk hotspots
  • Recommended next steps (audit or baseline deployment)
  • Follow-up summary sent within 24 hours
FREE
Limited slots each month
Book a Readiness Review
⚡

Cost + Security Audit

A comprehensive SageMaker audit to reduce spend and strengthen your security posture.

  • Full SageMaker cost + security assessment
  • Multi-account review (up to 2 accounts)
  • Prioritized findings report + executive summary
  • Savings estimate + remediation roadmap
  • Implementation roadmap for a secure production baseline
$2,500

Credit: 100% of the audit fee is applied toward baseline deployment if you move forward within 60 days.

Book an Audit Call
🛠️

Secure SageMaker Baseline Deployment

Deploy a production-ready SageMaker foundation through code - secured by default and built to scale.

  • VPC-only options + private access patterns
  • IAM least-privilege guardrails
  • KMS encryption + secure S3 access patterns
  • Audit-ready logging and monitoring baseline
  • Repeatable, version-controlled deployments
  • Validation checklist + handoff documentation
Custom Quote
Scoped from your audit roadmap

Post-Deployment Support (Optional)

Best for teams running SageMaker in production and scaling usage over time.

Ongoing cost + security check-ins to keep your SageMaker environment efficient, secure, and aligned as usage grows.

Starting at $1,500/month

Monthly review • Cost trending • Security drift checks • Recommendations

Pricing scales with accounts, environments, and support level.

Calculate Your Savings

See Your Potential Savings

Most SageMaker deployments can save 30-50% through optimization.

40%

Your Projected Savings

Monthly Savings: $20,000
Annual Savings: $240,000
Audit Cost: $2,500
ROI Multiple: 241x
Let's Talk
How It Works

Our 5-Day Audit Process

Kickoff & Read-Only Access

Day 1

Short kickoff to confirm scope and goals. You grant read-only AWS access (setup guide provided). We inventory SageMaker resources and the surrounding AWS services that support your ML workflow.

1
2

Cost + Security Analysis

Days 2–3

Review utilization and spend drivers (CloudWatch + cost data) and assess security posture across IAM, encryption, and network access. We identify quick wins and the highest-impact fixes.

Report & Roadmap

Day 4

Deliver a prioritized findings report with savings estimates, risk notes, and a clear remediation roadmap. Includes an executive summary plus technical details your team can action.

3
4

Readout & Next Steps

Day 5

30-minute readout of findings and recommendations. We align on next steps—your team implements, or we deploy the secure SageMaker baseline and provide optional monthly support.

Book a Discovery Call

Ready to Reduce SageMaker Spend and Risk?

Book a free 15-minute call. We’ll review your SageMaker setup and recommend the right next step—readiness review, audit, baseline deployment, or ongoing support.

We’ll respond within 24-48hrs to schedule a free 15-minute call.

Prefer to book instantly?

📅 Book a Discovery Call