Skip to content
7wData Data and AI tools, companies, events, podcast
  • Tools
  • Companies
  • Podcast
  • Articles
  • Events
  • Newsletter
  • Research
  • Sponsor

Table of Contents

Data Management 2022 • By Yves Mulkers

I’m a Mature Cloud Adopter. Now What?

I’m a Mature Cloud Adopter. Now What?
3 min read
Business Model, Carbon footprint, Cost
Curated from aws.amazon.com →

Many enterprises have already become proficient with the cloud. They’ve migrated a substantial portion of their workloads, learned the necessary cloud skills, established an aggressive security posture, and developed at least an initial workable operating model. What’s next? How do you build on that foundation to maximize the value of the cloud? Here are some suggestions.

In the cloud, financial management is a continuous process. You control your costs through ongoing adjustments, with many cost-reduction levers available. The discipline of Cloud FinOps supplies practices you need to become mature in financial management. Among other factors, you’ll want to make decisions about how to allocate cost management responsibilities. For example, technologists—generally working in distributed teams—can often architect their systems to reduce their operational costs. They can learn to treat cost as just one more engineering parameter to optimize. Centralized financial oversight teams, on the other hand, are in a good position to negotiate supplier agreements with the aggregated purchasing power of the entire organization, make decisions or recommendations on using reserved instances and savings plans, and provide the entire enterprise with visibility into costs.

It’s not just about costs. With cloud resource tagging strategies, you can gain insight into the economics of your business and your digital interactions with customers. Essentially, you can slice and dice your costs to a tiny granularity and examine how customers are using the digital features you offer. In an earlier blog post, we even talked about doing activity-based costing within your digital transactions to get unprecedented insight into your unit economics.

Some additional resources: Unlocking the Business Value of Machine Learning—With Organizational Learning; Strategy for Efficient Cloud Cost Management; Financial Liberation: Taking Control of Costs in the Cloud; FinDev and Serverless Microeconomics: Part 1; FinDev and Serverless Microeconomics: Part 2—Impacts; Introducing FinOps—Excuse Me, DevSecFinBizOps; Micro-Optimization: Activity-Based Costing for Digital Services?; Decisions at the Margins

Similarly, you can do a lot to manage your carbon footprint—in fact, doing so often overlaps with your cost optimizations, since when you reduce by making your computing more efficient, you’re usually also reducing your carbon emissions. Once again, engineering and architectural decisions made by your technologists play a role in determining your carbon footprint. Our Well-Architected Framework now includes a pillar on how to engineer for sustainability.

The cloud can play a role in many of your organization’s ESG (environmental, social, and governance) initiatives—in particular, you might want to look at issues around diversity equity, and inclusion (DEI) and areas where you can have an impact on the communities where you do business.

In the 7wData directory

Get the AI & data signal, daily.

335k+ subscribers read this every morning. One email, both newsletters. Unsubscribe anytime.

Compare the tools & companies behind this topic

Browse the directory →
  • ProphecyCompany
  • PProject NessieCompany
  • Profisee MDMTool
  • Data TransferTool
  • OvalEdgeCompany
  • Metadata LakehouseTool
  • AArgo WorkflowsTool
  • StitchCompany

Continue Reading

Enjoyed this summary? Read the complete article at the source:

Continue at aws.amazon.com →

Yves Mulkers

Yves Mulkers is the founder of 7wData and a widely followed voice in the data and AI community. He curates the 7wData and AI Beat newsletters, reaching hundreds of thousands of data and AI professionals, and writes on data strategy, analytics, AI, and the evolving data ecosystem.

Want the structural read on any AI or data company?
INS7GHTS

Want a sharper read on this topic?

Ask ins7ghts how the players compare, what people are actually shipping with, and where the trade-offs land.

Tweet LinkedIn Bluesky Threads Email

Related Articles

Why the network is the cornerstone of smart cities
Data Management

Why the network is the cornerstone of smart cities

3 min read • Apr 2016
Artificial Intelligence and Big Data Technologies Drive Business Innovation in 2018
Big Data

Artificial Intelligence and Big Data Technologies Drive Business Innovation in 2018

3 min read • 2018
The Next Generation of Public Employees Must Understand Data and Policy
Data Management

The Next Generation of Public Employees Must Understand Data and Policy

2 min read • Jul 2016
7wData

Independent reporting on AI and data: daily newsletter, podcast, deep dives.

Read

  • Ins7ghts newsletter
  • AI Beat newsletter
  • Latest articles
  • Podcast
  • Research guides

Use

  • Tools directory
  • Company directory
  • Research
  • Events
  • ins7ghts

Company

  • About
  • Contact
  • Sponsor a slot
  • Media kit
  • RSS feed

Follow

  • LinkedIn
  • X
  • YouTube
  • Instagram

© 2026 7wData. Independent. Belgium-based.

Privacy Cookies Terms Imprint Cookie settings
INS7GHTS
New · ins7ghts Drops

The AI governance conversation already moved. Most 2026 plans missed it.

Drop #1 · 60 pages · Launch week €99 (then €149) · ends Thu 9 July

Read Drop #1 →
Cookies on 7wData

We use strictly necessary cookies for the site to work, and optional analytics cookies to understand how readers use 7wData. We never share your data with advertisers. See our Cookie Policy.

Get the AI & data signal, daily. 335k+ already do.
Thanks. Check your inbox to confirm.
Get the AI & data signal

One curated email a day. 335k+ data & AI professionals already read it.

No spam. Unsubscribe anytime.

Check your inbox.

We just sent a confirmation. Click the link to start receiving the daily signal.