Sedai Sedai is an AI-powered autonomous cloud management platform that continuously optimizes cloud resources for cost, performance and availability.

Sedai supports AWS, Azure, GCP and On-Premises infrastructure.

01/15/2025

In FinOps, cost is not the problem - it's a symptom of deeper engineering challenges.

Meet Dany Daya, Director of FinOps and Cloud Strategy at Etsy, a marketplace connecting 96.7M buyers and 8.5M sellers in nearly every country in the world.

Dany transformed FinOps at Etsy to focus on business impact, not just savings. He's helped negotiate $500M+ provider agreements, and achieved remarkable results - from helping reduce storage costs below 2-year-old levels by matching data lifecycles to business needs to pioneering sophisticated approaches that recognize cost inefficiencies often signal larger engineering opportunities.

Listen to this latest episode of the Future of Cloud Optimization podcast now on:
Spotify: https://buff.ly/40zg6WZ
Apple: https://buff.ly/4jk8PBs
Youtube: https://buff.ly/4gUjOA3
Sedai website: https://buff.ly/3BDI3mS

In his conversation with Suresh Mathew, Dany shares:
🔵 Etsy's FinOps journey and key accomplishments, including their transition from on-premises to cloud infrastructure and achievements in storage optimization
🔵 The critical balance between cost optimization and performance, using data-driven approaches to set the right targets
🔵 How to avoid over-optimization and maintain focus on product innovation rather than cost-cutting
🔵 The division of responsibilities between FinOps & Engineering teams at Etsy
🔵 Etsy's pioneering work in sustainable computing, starting with energy metrics and evolving to a comprehensive CO2-based approach
🔵 Essential steps & mindset shifts for organizations starting their FinOps journey
🔵 Strategies for building trust & visibility in engineering culture
🔵 The role of AI & automation in the future of cloud optimization

Key Takeaways:

1️⃣ Cost isn't the problem - it's a symptom of underlying engineering challenges. The real focus should be on addressing root causes: design issues, architectural decisions, and resource utilization patterns. Engineers relate better to these fundamentals than dollar values.

2️⃣ Trust your engineering culture and enable innovation. At Etsy, providing visibility into resource usage naturally drove optimization efforts without heavy-handed policies. Engineers focus on building features that drive business growth while maintaining efficiency.

3️⃣ Balance performance and cost through data-driven decisions. By understanding customer latency requirements and setting appropriate thresholds, teams can optimize cost without compromising user experience.

4️⃣ Sustainability initiatives align with cost optimization. Etsy's journey from measuring energy usage in 2016 to tracking carbon impact shows how environmental responsibility can be integrated into FinOps.

5️⃣ Start your FinOps journey with fundamentals: simple metrics like cost variance and CPU utilization, transparent communication, comfort with uncertainty, and reasonable error margins that allow for natural fluctuations in cost.

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🎉 Thrilled to see Sedai mentioned at the SIERRA Ventures' CXO Summit! Great to see our AI-powered configuration manageme...
11/14/2024

🎉 Thrilled to see Sedai mentioned at the SIERRA Ventures' CXO Summit! Great to see our AI-powered configuration management capability is resonating. Thank you, Mark Spykerman, for the fantastic feedback!

04/25/2024

How does Sedai help cloud users? Lisa Martin of SiliconANGLE & theCUBE asks the question of Sedai CEO Suresh Mathew.

Suresh covers five key areas where an autonomous cloud management platform helps:

1. Cloud Cost Savings: Customers have saved up to 50% without "doing anything" i.e., the system can autonomously identify and implement optimizations without requiring manual intervention from the customer's side. Sedai's AI-driven platform ensures that resources are efficiently allocated based on actual needs rather than static thresholds.

2. Performance Gains: Sedai enhances application performance. In the extreme, Sedai has helped applications run up to 99% faster in exceptional cases, though more typically realizing improvements up to 60%. This boost in speed and efficiency directly impacts user experience.

3. Availability: Sedai reduces Failed Customer Interactions (FCIs), a modern way of measuring availability, and a crucial metric for customer satisfaction. By leveraging Sedai, Goodhire/Inflection saw their FCI rate plummet from 3.8% to just 0.02% (below AWS's benchmark for FCIs).

4. Innovation Velocity: By reducing the operational toil associated with cloud management, teams can redirect their focus towards innovation and development.

5. Compliance: Compliance and security are paramount. Sedai ensures that every action taken on the cloud infrastructure is logged and executed according to the predefined rules and policies set by the organization. This level of autonomy and precision guarantees that operations are efficient but fully compliant with regulatory standards and internal policies.

What's the hidden value of autonomous cloud management for cloud ops?Autonomous cloud management is emerging as a game-c...
03/27/2024

What's the hidden value of autonomous cloud management for cloud ops?

Autonomous cloud management is emerging as a game-changer for modern digital businesses, but the full value is realized over time in obvious and not so obvious ways:

First are the surface benefits that are more immediate and easily quantified, and often drive initial adoption:

1. Cloud Cost Savings: Through intelligent AI-powered continuous optimization, companies are seeing reductions in cloud spend by up to 50% in production and even higher in development stages. Key levers include resizing resources, optimizing configuration settings, and leveraging savings plan and other discount plans.

2. Time Savings: The reduction of toil - the repetitive, predictable, manual work that has little enduring value - is a critical outcome of autonomous cloud management. By reducing the cognitive load on engineers, engineering teams can focus on strategic tasks that drive innovation and growth, rather than being bogged down by operational management.

Beneath these immediately tangible benefits lie strategic, longer-term gains that, although harder to measure, are equally critical:

3. Improved Customer Experience: By reducing latency and ensuring high availability, autonomous systems help support faster, more reliable services for end-users directly contributing to better customer experiences.

4. Release Quality: AI systems provide intelligence on new releases, offering scorecards that cover cost, latency, and errors. This helps in quickly identifying and rectifying potential issues, thus enhancing the overall quality of releases. The autonomous optimization capabilities allow a portion of the issues surfaced to be addressed by the system.

5. Employee Retention: Autonomous cloud management shifts the focus of SRE, DevOps and other operationally focused teams from fire-fighting to innovation, which not only reduces incident stress and burnout risks but also leads to more fulfilling careers. Satisfied employees tend to stay longer with the company, leading to better retention rates.

6. Adaptability: Autonomous systems are designed to continuously learn and adapt to changing demands, ensuring that cloud resources are optimized in real-time for performance and cost, regardless of how dynamic the environment may be. Combined with reduced operational burdens, autonomous cloud management enables quicker responses to market demands.

Sedai, for instance, offers an autonomous cloud management platform that leverages AI/ML to deliver continuous optimization. Sedai's technology integrates with an organization's existing tech stack and supports a range of cloud providers and monitoring services, making it a powerful tool for any cloud-driven enterprise.

For more in-depth details check out our website to learn more about the transformative potential of autonomous cloud management.

10/05/2022

Manu Thapar, CTO at Mastercard was at Sedai's autocon/22 event recently. Here's what he has to say on the importance of going autonomous in scaling cloud operations.

We're excited to be at Datadog Dash 2022 in NYC, October 18-19! Join us to see our autonomous cloud management platform ...
09/24/2022

We're excited to be at Datadog Dash 2022 in NYC, October 18-19! Join us to see our autonomous cloud management platform in action with Datadog. Schedule a demo in advance to be entered into our daily raffle. https://buff.ly/3r15A8f

That's a wrap! We had a blast speaking and demoing our     platform at   Community Day Bay Area today. Thank you everyon...
09/09/2022

That's a wrap! We had a blast speaking and demoing our platform at Community Day Bay Area today. Thank you everyone who stopped by! 🙌

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