Key points
- JFrog launched the Business Value Center to provide concrete ROI data for software supply chain operations.
- The dashboard tracks metrics like blocked risky packages, reclaimed developer hours, and storage savings.
- The tool aims to replace manual estimates with real-time data for license renewals and budget reviews.
The short version
- JFrog released a new feature called the Business Value Center within its MyJFrog portal.
- The dashboard translates technical logs into business metrics such as cost savings and risk reduction.
- It addresses the difficulty engineering teams face when proving platform value to finance or new executives.
The details
JFrog published research introducing the Business Value Center, a new dashboard designed to quantify the return on investment of its software supply chain platform. According to the company, the tool resides inside the MyJFrog account portal and automatically converts development logs into clear business metrics. This feature aims to answer questions from finance teams or new vice presidents regarding the tangible benefits of the platform during license renewal periods.
The dashboard provides real-time updates on three primary areas: return on investment, operational efficiency, and usage patterns. JFrog states that the system calculates specific figures such as costs saved through risk reduction, developer hours reclaimed, and storage space avoided. These metrics are derived from actual platform activity, including build logs, scan results, and repository interactions, rather than manual estimates or spreadsheets.
The context
Engineering teams often struggle to demonstrate the value of security and DevOps tools to broader organizational stakeholders. JFrog notes that champion turnover can reset the narrative, leaving successors without context on why the platform matters. Additionally, proof of value often remains locked inside operational data, requiring significant manual effort to extract and present in a readable format for business leaders.
The new dashboard attempts to close this gap by making the value visible and on-demand. It shows the percentage of the software supply chain actively scanned for vulnerabilities by JFrog Xray and the share of incoming open-source packages blocked by policy. By presenting these figures as actionable values, the tool seeks to replace guesswork with definitive data for building business cases.
What to watch
- Monitor how the dashboard aggregates data from different parts of the JFrog Platform to ensure accuracy.
- Observe if the metrics align with internal finance definitions of ROI and cost avoidance.
- Check whether the real-time updates reflect recent changes in scanning policies or repository activity.
- Watch for updates on how the tool handles data from legacy builds or older repository versions.
What it means for organisations
When a vendor introduces a tool to quantify platform value, organisations should assess how those metrics align with internal financial reporting standards. Teams usually need to verify that the calculated savings reflect actual operational realities rather than theoretical maximums. Leadership should determine if the dashboard provides sufficient evidence for budget approvals or license renewals. Stakeholders must ensure that the data supports strategic decisions about supply chain security investments without requiring additional manual validation from engineering staff.
Background: Supply chain attacks
A supply chain attack targets the software or hardware you use before it reaches you. By compromising a trusted vendor, attackers insert malicious code that installs automatically on your systems when you update or deploy the product. This bypasses perimeter defenses because the malicious payload arrives with a valid digital signature.
Read the full guide: Supply Chain Attacks: How Trust Becomes Your Biggest Security Risk
What to do and how to stay safe: JFrog
- Review the dashboard metrics to ensure they accurately reflect your team's actual usage and security outcomes.
- Compare the reported cost savings and time reclaimed against internal project tracking data for validation.
- Share the dashboard insights with finance and executive teams to support upcoming budget or renewal discussions.
- Document how the platform's automated scanning and blocking features directly impact your development velocity.
Step-by-step guide: Secure Home Routers for Small Business Networks
General security guidance from the TechSec Headlines newsroom. It is not confirmed advice from the organisations named in this story.
Frequently asked questions
What is the JFrog Business Value Center?
It is a dashboard inside MyJFrog that converts development logs into business metrics like ROI and efficiency.
What metrics does the dashboard track?
It tracks cost saved through risk reduction, developer hours reclaimed, storage avoided, and scanning coverage.
Who is the primary audience for this tool?
It is designed for teams needing to prove platform value to finance departments or new executives during renewals.
