Solutions and Use Cases

Here are the most common use cases involving our Data Intelligence Platform.

Clarity and Confidence of Your Software Data

SettleTop maps every software creation activity and contribution, so you can trace your software to the origin, gain software intelligence and strengthen your security, governance, and supply chain posture.

Software Risk

Software Governance

Software Return on Investment

Supply Chain Risk Management


Software Risk

Trace vulnerabilities, risk and threats back to the original source, whether it is AI-assisted or human-written - then prioritize fixes and close risk faster with better context.

Key features include:

  • Full code lineage record from commit —> build —> deploy.

  • Cross-link CVEs, CWEs, KEV and EPSS.

  • Hotspots and blast-radius views.

Software Governance

Build organizational trust by making AI-assisted and human contributions transparent, accountable and policy-aligned.

Key features include:

  • Shadow AI or unsanctioned AI.

  • Foreign influence risk and country of origin of your open source components, AI models, etc.

  • AI governance - policy-driven guardrails for AI tool usage.

  • Report on AI usage for external compliance regulation.

Software Return on Investment

Measure AI productivity and costs. Understand token spend, velocity gains, and quality impact over time.

Key features include:

  • AI spend as a percentage (%) of development budget.

  • Cost per developer and cost per repo.

  • Velocity and quality uplift trends.

Supply Chain Risk Management

Combine Human Intelligence (SCRM experts) with targeted solutions for risk mitigation strategies.

Key features include:

  • Software supply chain management and risk monitoring of supplier base.

  • Compliance readiness (e.g., CMMC) as required by governmental agencies.

  • Supply chain risk assessment, policy support and consulting.