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CAST Highlights/AIP

  • Writer: Anand Nerurkar
    Anand Nerurkar
  • Sep 29, 2025
  • 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

  1. Portfolio Scan (CAST Highlight)→ Identify that Loan Origination and Fraud Detection are high-risk, business-critical, and need deep modernization.

  2. Targeted Deep Analysis (CAST AIP)→ Detect architecture flaws, security issues, and refactoring needs in Loan Origination.

  3. Modernization Roadmap

    • Loan Origination → Refactor into Spring Boot microservices + deploy to Azure AKS.

    • Fraud Detection → Isolate as ML-based microservice with Kafka integration.

  4. 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).



 
 
 

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