AWS Cost Optimizer Dashboard

A visualization and optimization tool that helps companies understand and reduce their AWS spending across services like S3, Lambda, and DynamoDB. Targets AWS customers who want to cut costs without sacrificing performance.

AWS cost visibility is a genuine pain point right now — cloud spend optimization became a boardroom topic after the 2022-2023 tech layoffs forced engineering teams to justify every dollar, and that scrutiny hasn't eased. The space is crowded though: Spot.io (now NetApp), CloudHealth, and AWS's own Cost Explorer all compete here, and Cloudability has been around long enough that any new entrant needs a sharper wedge than "better visualization." The $2k-10k/mo revenue band is plausible for a self-serve tool targeting mid-market teams, but getting there requires either a high volume of small customers or a handful of companies willing to pay meaningfully — neither is easy in a category where AWS gives away baseline tooling for free. The most likely failure mode is commoditization: AWS keeps improving Cost Explorer, enterprises already have vendor relationships with incumbents, and smaller companies don't spend enough on AWS to feel the pain acutely enough to pay for a third-party dashboard.