They create work. We eliminate it.

Cloud optimization has reached a critical inflection point. Traditional recommendation tools generate endless lists of suggestions that require manual review and approval, creating more work for already busy teams. In contrast, autonomous platforms like Sedai take immediate action, eliminating bottlenecks and capturing savings automatically without engineer involvement.

The comparison below illustrates this fundamental difference:

The Problem with Recommendation Tools

"Our team spends hours reviewing cloud optimization recommendations that just pile up in the backlog." Sound familiar?

Many organizations find themselves trapped in an endless cycle of reviewing cloud optimization suggestions, with limited bandwidth to implement them. Traditional recommendation tools promise optimization but often create more work than they solve.

Recommendation Tools Promise Optimization But:

• Require manual approvals for every action
• Create endless review cycles with recommendations pending for days
• Cause alert fatigue that overwhelms engineers
• Result in missed cost-saving opportunities ($500+ per month per workload)

The reality? Most "optimization tools" are just recommendation engines that create more work for your team. They identify potential savings but leave the implementation burden on your already stretched engineering resources.

The Autonomous Advantage

Sedai's Autonomous Platform takes a fundamentally different approach to cloud optimization.

Sedai's Autonomous Platform Delivers:

• No more manual bottlenecks with fully autonomous execution
• Zero reviews needed - actions happen automatically
• Intelligent system that manages alerts based on actual needs
• 24/7 cost savings without engineer involvement

Autonomous platforms with ML-driven guardrails eliminate optimization backlogs by taking safe, precise action immediately. The system handles everything from analysis to execution, saving both engineering time and cloud costs with proven savings of 30%+.

The Clear Difference

• Recommendation tools = More engineering work, delayed savings
• Sedai = Autonomous execution, immediate results (Seconds vs. 7+ days)

Could your team be focusing on innovation rather than reviewing optimization recommendations?

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Stop Reviewing. Start Saving.

Transform your cloud optimization strategy from a burden into a business advantage with autonomous optimization. Free your engineering teams to focus on what matters most—building and improving your products.

Visit Sedai.io to learn more about how autonomous cloud optimization can work for your organization.

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