The framework keeps the assessment systematic; the investment thesis determines which findings are material.
01 Architecture & infrastructure
System topology, technical debt, scalability, resilience and integration constraints.
02 Team & organisation
Key-person dependencies, capability gaps, outsourcing and ownership.
03 Security & compliance
Access controls, security practices, incident history and material compliance gaps.
04 Data & analytics
Data quality, governance, integration, privacy and reliability of management information.
05 AI & proprietary technology
Model dependencies, data provenance, IP governance and durability of technical advantage.
06 Cost structure
Technology spend, cloud and licence commitments, vendor exposure and cost-to-fix.
07 Delivery capability
Engineering practices, release reliability, quality assurance and roadmap execution.
08 Strategic alignment & bolt-on readiness
Fit with the investment thesis, integration effort and ability to support the business plan.