MII Sentinel
AI-powered code security scanning and review platform.
At a glance
- 4+Scanners unified in a single pass
- DiffedNew and resolved findings tracked across scans
- Exec + devOne scan, two audiences
Overview
MII Sentinel connects to a code repository and runs a coordinated security review across four scanners covering static analysis, dependency and container vulnerabilities, and exposed secrets.
Findings from every scanner are normalised into one model, related results are grouped to reduce duplicate noise, and each scan is compared against the previous one so newly introduced and newly resolved issues are visible at a glance. An AI layer explains severity in plain language, proposes practical remediation, and produces an executive summary, giving engineering teams and leadership a single prioritised view of the risks that matter most.
Case study
- 01
The challenge
Security scanners often produce overlapping, noisy, and hard-to-prioritize findings. Engineering teams need to understand what matters, how to fix it, and how to explain risk to non-technical stakeholders without spending days on manual consolidation.
- 02
Our approach
MII Sentinel executes Semgrep, Trivy, GitLeaks, and Bandit within a single review cycle, then normalises their output into a common finding model so results from different tools can be compared and deduplicated. An AI triage layer prioritises what remains, explains each finding in plain language, and drafts remediation guidance for developers alongside a concise summary for stakeholders.
- 03
The outcome
Prioritized security insight from a single platform, including grouped findings, suggested remediation, plain-language severity explanations, and concise reporting that leaders can act on.
- 04
Impact
Faster remediation cycles, less alert fatigue, clearer ownership for fixes, and stronger communication between engineers, security teams, and decision makers.
Technologies
12- Next.js
- FastAPI
- TypeScript
- Python
- Semgrep
- Trivy
- GitLeaks
- Microsoft Entra ID
- Azure Container Apps
- Github Apps
- Azure Open AI
- Microsoft Foundry
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- Next.js
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