CAST Highlights/AIP
- Anand Nerurkar
- Sep 29
- 5 min read
🔹 CAST Highlight
Type: SaaS platform (lightweight, faster).
Purpose: Application portfolio management (APM) and cloud readiness assessment.
Use case: Gives a high-level view of an organization’s application landscape.
Capabilities:
Cloud readiness assessment (which apps are fit for cloud, refactor, rehost, etc.).
Open source risk analysis (licensing, vulnerabilities).
Technical debt indicators at the portfolio level.
Business impact mapping.
Typical Audience: CIOs, Enterprise Architects, Portfolio Managers.
Speed: Can scan thousands of apps in days → more about breadth.
🔹 CAST AIP (Application Intelligence Platform)
Type: On-premise / hosted solution (deep-dive analysis).
Purpose: Deep software analysis at code level for critical applications.
Use case: Provides in-depth, structural code analysis to ensure resilience, performance, and compliance of complex systems.
Capabilities:
Detects architecture flaws, code-level vulnerabilities.
Provides software quality dashboards (aligned to ISO 5055, CWE, OWASP, etc.).
Tracks technical debt at granular code level.
Monitors application health (stability, security, efficiency, maintainability).
Typical Audience: CTOs, Development Managers, DevSecOps teams.
Speed: Takes longer since it performs deep static code analysis → more about depth.
⚖️ CAST Highlight vs CAST AIP
Feature | CAST Highlight | CAST AIP |
Scope | Portfolio-wide | Application-specific |
Depth | High-level indicators | Granular code-level analysis |
Deployment | SaaS | On-prem / Hosted |
Speed | Days (portfolio scan) | Weeks (per application scan) |
Best for | Cloud migration strategy, portfolio rationalization | Critical app modernization, quality & security compliance |
✅ In short:
Use CAST Highlight when you want a portfolio-wide view for decisions like cloud migration or rationalization.
Use CAST AIP when you need a deep-dive analysis of mission-critical applications for quality, resilience, or compliance.
Which phases it is beig used
===
1. Discovery & Assessment Phase
Objective: Build an inventory of applications, understand current state, and decide cloud strategy.
Tool Used → CAST Highlight
Scan the entire application portfolio (lending, KYC, CRM, core banking, reporting, collections).
Output:
Cloud readiness score (Rehost, Refactor, Replace, Retire).
Technical debt indicators at portfolio level.
Business impact mapping (which apps are business-critical).
Open source risk analysis (license/security).
Outcome: CIO/Enterprise Architect can prioritize:
✅ Which apps to migrate to Azure quickly.
✅ Which legacy apps to retire or replace.Migration heatmap (which apps go first to Azure).Candidates flagged for deep-dive with AIP.
✅ Which critical apps need deeper analysis (→ candidate for AIP).
2. Deep-Dive Application Analysis Phase
Objective: Modernize mission-critical apps (loan origination, underwriting, fraud detection).
Tool Used → CAST AIP
Run static code analysis on targeted apps.
Output:
Structural flaws in microservices (circular dependencies, poor layering).
Security vulnerabilities (CWE, OWASP).
Cloud readiness blockers (hard-coded IPs, monolithic code).
Technical debt in hours/$$.
Outcome: CTO/Engineering Manager gets a remediation roadmap with code-level tasks before containerization & migration.
3. Migration & Refactoring Phase (Dev Teams / Cloud Architects)
CAST Highlight: Continues to guide portfolio-level tracking (migration waves, % cloud ready).
CAST AIP: Used by dev teams to fix code issues → ensures Azure-ready microservices.
Refactor monolithic lending apps into Spring Boot microservices.
Containerize apps → Azure AKS with Istio service mesh.
Integrate with Kafka for event-driven workflows (KYC events, Loan Status events).
CAST AIP reports embedded in Azure DevOps pipelines:
Code quality gates.
Security compliance checks.
CAST Highlight dashboards used by CIO to track migration wave progress.
4. Governance & Compliance Phase (CISO / Risk Teams / CIO)
CAST Highlight:
Tracks open source vulnerabilities across all apps (e.g., KYC using 3rd-party libs).
Provides portfolio dashboards for CIO/CTO.
Portfolio-level dashboards: “% cloud-ready,” “open-source risks,” “migration status.”
Continuous monitoring of SaaS, CRM (Salesforce), ERP integrations.
CAST AIP:
Ensures code compliance to ISO 5055, SEBI, OWASP, GDPR, PCI DSS.
Ongoing DevSecOps integration → continuous code quality gates in CI/CD pipelines.
Continuous scans as part of CI/CD → ensures compliance with ISO 5055, OWASP, SEBI, GDPR, PCI DSS.
Provides ongoing health indicators: Resilience, Security, Maintainability, Efficiency.
Azure Governance Add-ons:
Azure Policy, Azure Blueprint, SailPoint (IAM governance).
🔹 Combined Flow in Digital Lending
Portfolio Scan (CAST Highlight)→ Identify that Loan Origination and Fraud Detection are high-risk, business-critical, and need deep modernization.
Targeted Deep Analysis (CAST AIP)→ Detect architecture flaws, security issues, and refactoring needs in Loan Origination.
Modernization Roadmap
Loan Origination → Refactor into Spring Boot microservices + deploy to Azure AKS.
Fraud Detection → Isolate as ML-based microservice with Kafka integration.
Ongoing Governance
CAST Highlight: CIO dashboard → “70% apps cloud-ready, 30% pending refactor.”
CAST AIP: Code-level compliance gates in Azure DevOps pipelines.
✅ In summary :
CIO gets portfolio-level visibility via CAST Highlight.
CTO & Engineering Managers get code-level actionable tasks via CAST AIP.
Dev Teams use AIP outputs in CI/CD.
Risk & Compliance teams rely on Highlight + AIP dashboards for ongoing assurance.
CAST Highlight = breadth (portfolio-level, fast, cloud readiness).
CAST AIP = depth (critical apps, code-level modernization, compliance).
Together, they give a 360° view → from portfolio rationalization → to code-level refactoring.
CAST Highlight (Portfolio-Level, SaaS)
Primary Users:
CIO / Head of IT Strategy
Uses dashboards to decide cloud migration roadmap (Rehost / Refactor / Retire / Replace).
Tracks overall progress: % apps cloud-ready, technical debt trend, business risk exposure.
Enterprise Architect
Uses cloud readiness & technical debt indicators to design application portfolio roadmap.
Maps applications to business capabilities (e.g., Loan Origination → High business impact).
Portfolio Managers / Business Unit Heads
Get visibility into which apps are costly, risky, or redundant.
Use Highlight to plan rationalization (decommission duplicate loan servicing tools, legacy reporting apps).
Risk & Compliance Officers
Use Highlight’s open-source vulnerability & license compliance analysis to track portfolio-wide risks.
CAST AIP (Deep Code-Level, On-Prem/Hosted)
Primary Users:
CTO / Head of Engineering
Uses AIP reports to enforce quality, security, resilience in business-critical apps.
Ensures regulatory compliance (SEBI, ISO 5055, OWASP, GDPR, PCI DSS).
Application Owners / Solution Architects
Get detailed refactoring backlogs from AIP (hard-coded dependencies, poor modularization, security gaps).
Decide modernization strategy: split into microservices, refactor DB access, containerize for Azure AKS.
Development Leads & DevSecOps Teams
Integrate AIP into Azure DevOps pipelines as quality/security gates.
Monitor code quality indicators: Security, Resilience, Maintainability, Efficiency.
Fix issues flagged by AIP before deployment to AKS.
Security Architects / CISO Office
Use AIP’s vulnerability & CWE reports to manage secure coding practices.
Ensure apps meet continuous compliance before going live.
Quick Comparison by Role
Role | CAST Highlight | CAST AIP |
CIO | Portfolio dashboards, migration heatmap | Only summary dashboards (not code-level) |
CTO | Portfolio modernization strategy | Code-level modernization, compliance |
Enterprise Architect | Capability-to-app mapping, rationalization | Identify architecture flaws in critical apps |
App Owners | See migration priority of their app | See detailed remediation backlog |
Portfolio Managers | Track portfolio risks & redundancy | Not primary users |
Dev Leads / DevSecOps | Not primary users | Daily use – CI/CD quality gates, remediation |
Risk & Compliance Teams | Open-source risk & compliance portfolio view | Code compliance (OWASP, ISO, GDPR, PCI) |
✅ In summary:
CAST Highlight = CIO, Enterprise Architect, Portfolio Manager, Compliance (portfolio lens).
CAST AIP = CTO, App Owners, Dev Leads, Security Teams (deep dive, code lens).
.png)

Comments