TechShift
TechShift
A comprehensive diagnostic used by enterprise leaders to benchmark AI maturity against industry peers across 6 critical dimensions.
Methodology
ARIA (AI Readiness Intelligence Assessment) evaluates your organisation across the six dimensions that determine whether AI initiatives succeed or stall. Each dimension is scored independently, giving you a granular view of where you lead and where the gaps are.
Executive alignment, AI vision clarity, and investment prioritisation against business outcomes.
Data quality, accessibility, governance maturity, and readiness for machine learning pipelines.
Infrastructure scalability, MLOps capability, and integration readiness across enterprise systems.
AI literacy across the workforce, talent acquisition strategy, and change readiness at every level.
Workflow automation maturity, cross-functional collaboration, and operational efficiency baselines.
Responsible AI frameworks, regulatory compliance (PDPA, NAIO), and risk management protocols.
Target Audience
ARIA is designed for decision-makers responsible for AI strategy, digital transformation, or technology investment. The questions are calibrated for leaders who need to benchmark their organisation against industry peers before committing resources.
Deliverables
A visual breakdown of your scores across all 6 dimensions, benchmarked against your industry vertical.
Your organisation is placed into one of four tiers — Foundational, Developing, Advanced, or AI-Native — with clear criteria for each.
Specific next steps for each dimension, prioritised by impact and feasibility for your organisation size.
A complimentary 30-minute session with a TechShift partner to walk through your results and discuss strategic priorities.
Frequently Asked Questions
Approximately 5 minutes. There are 20 structured questions — no open-ended responses required. Most leaders complete it in a single sitting.
Yes. The assessment and your personalised scorecard are completely free. The optional 30-minute debrief call with a TechShift partner is also complimentary.
You receive your AI maturity scorecard instantly on-screen. We also email a copy for your records. If you opt in, a TechShift partner will reach out within 48 hours to schedule a debrief.
Absolutely. Your responses are used solely to generate your personalised report. We do not share individual company data. All information is handled in accordance with PDPA guidelines.
Yes, and we encourage it. Comparing scores across CXO, IT, and operations teams often reveals alignment gaps that are critical to address before scaling AI programmes.