JFrog Business Value Center turns dev logs into ROI metrics for finance teams

JFrog has released the Business Value Center, a new dashboard component within its MyJFrog account portal. This feature is designed to help software development teams demonstrate the operational impact of their supply chain security measures. The platform converts technical logs into clear business metrics, allowing organisations to present concrete evidence of value to finance departments and executive leadership during license renewal discussions or strategic reviews.

Root cause

Organisations often struggle to articulate the tangible benefits of their software supply chain platforms. According to JFrog, this difficulty arises because proof of value is typically scattered across build logs, scan results and repository activity. Manual effort is required to extract this data, which most teams lack the time to perform. Additionally, champion turnover can reset the narrative, leaving new leaders without context on why the platform matters for development operations.

Attack path

The challenge is not a technical vulnerability but a gap in visibility and communication. Teams know that builds are faster and vulnerabilities are reduced, yet they cannot produce specific data demonstrating productivity gains or costs saved. This results in business cases that rely on estimates and guesswork rather than actual numbers. The platform produces real value daily, but that value remains invisible if benefits cannot be presented in clear business terms.

Affected versions

The Business Value Center is available as a new feature within the MyJFrog portal for existing JFrog Platform users. It integrates with current platform data to provide real-time updates on key metrics. No specific software version constraints were listed in the announcement, as it functions as an account-level dashboard rather than a code-level update.

Mitigation

• Review current documentation of platform usage and value to identify gaps in reporting.
• Access the Business Value Center via the MyJFrog portal to view real-time metrics.
• Use the provided data on cost savings and risk reduction to support business cases.

What it means for organisations

Leadership and finance teams should request regular, data-driven reports on supply chain security effectiveness. Engineering managers need to ensure that platform usage aligns with organisational risk policies. Check whether your current reporting methods capture the full scope of risk reduction and efficiency gains. Teams usually benefit from having a single source of truth for operational metrics. This helps maintain continuity when personnel changes occur. Ensure that security and development teams collaborate to translate technical achievements into business language.

Background: Supply chain attacks

Supply chain attacks in cyber security exploit the trust you place in third-party software components. Attackers inject malicious code into legitimate updates or build pipelines. You receive the payload as if it were benign. Defending requires verifying code origins, isolating build environments and treating all external inputs as hostile.

Read the full guide: Supply chain attacks in cyber security: how they work and how to stop them

What to do and how to stay safe: JFrog

• Audit current methods for tracking software supply chain metrics and identify manual processes.
• Configure the new dashboard to monitor real-time data on vulnerability scanning and package blocking.
• Schedule regular reviews with finance and leadership to present quantified value from the platform.
• Document historical data on risk avoidance to build a comprehensive business case for future renewals.

General security guidance from the TechSec Observer 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 value-based dashboard inside MyJFrog that turns development logs into clear business metrics like ROI and efficiency.

Why was this tool created?

It addresses the challenge of proving platform value during license renewals or when new leaders lack context on previous benefits.

What specific metrics does it track?

It measures cost saved through risk reduction, developer hours reclaimed, storage avoided, and the percentage of repositories being scanned.