What Happens If GenAI Workloads Aren’t Designed Right?

Cost Escalation

Uncontrolled token usage, oversized models, and always-on GPU infrastructure can rapidly turn small experiments into unpredictable cloud spend.

Sustainability Impact

Every prompt consumes real energy, water, and infrastructure resources; inefficient architectures lead to hidden environmental and operational waste.

Responsible AI Risks

Without proper governance, monitoring, and controls, GenAI workloads can become difficult to manage, scale, and secure.

How Can We Help in Only 1 Week

Discovery

Understand your GenAI workload, use cases, and objectives, and align on scope.

Automated Review

Automated Well-Architected assessment analyzes your workload across cost, security, operations, and sustainability, without burdening your engineering teams.

Validation Session

Review findings together, validate architecture decisions, and identify high-risk issues and optimization opportunities.

Remediation

Receive a prioritized remediation roadmap with support to implement improvements, including fixing up to 45% of high-risk issues at no cost.

Why Choose Emumba

AWS Advanced Tier Partner

AWS Advanced Tier Partner with an AI Services Competency

AWS Well-Architected Partner

Experienced in structured architecture reviews across startups and enterprises

Cost Optimization

Proven expertise in cost optimization, governance, and workload efficiency

Automation First

Automation-first approach to improve consistency, speed, and reliability

Globally Trusted

Trusted by global teams to design and scale production-grade AI systems

Your AWS Environment Secure by Design

We understand that access to your AWS environment is a critical and sensitive matter. Our engagements are designed with security at the forefront. Access is carefully scoped to match the requirements of the engagement and, for most assessments, is limited to read-only, least-privilege permissions. Any extended access is provided only when necessary and is governed by formal agreements and NDAs, in accordance with your organization’s policies. Throughout the engagement, we follow AWS security best practices and enterprise-grade compliance standards, ensuring that your data and environment remain fully under your control at all times.