Tangram Advisory
Humanising Technology through AI Consulting
Most AI consultancies thrive on your dependency. We don’t.
After 25 years in AI and data, I’ve seen too many firms build "black boxes" that keep you tethered to their proprietary tools. Tangram was founded on the opposite principle: Planned Obsolescence. We don't just deliver a strategy; we embed within your team to transfer knowledge. Our goal is simple. When we leave, the capability stays inside your walls.Our Commitment
We remain strictly technology agnostic. There are no hidden incentives, no preferred vendor tiers, and zero lock-in.
Our focus is on building the operational backbone you need to own your technical destiny, rather than relying on a permanent subscription to a consultant. We provide the veteran oversight to ensure your tech stack is an asset to your bottom line, not an anchor to your budget.What We Do
Our Offerings
Data
BackboneEstablish enterprise-grade data infrastructure and governance frameworks that transform raw data into strategic assets.
Intelligence
Deploy responsible AI systems with robust safety protocols, strategic use-case alignment, and measurable performance metrics.
Value
RealisationTranslate Data & AI investments into quantifiable business outcomes through structured value realisation and organisational enablement.
Data
BackboneDiagnosing and architecting high-integrity data pipelines and governance to transform fragmented data into a sovereign, enterprise-grade strategic asset.
Aegis Jumpstart
(The Diagnostic)
Data Maturity Assessment
Rapid 2-week evaluation of critical capabilities extracted from 120 points of the Aegis framework via pre-survey and stakeholder interviews.
Critical Path Report
Identification of the high-risk "bottlenecks" in current data pipelines that will cause Data initiatives to fail.
Strategic Roadmap
Prioritised 12-month remediation plan focused on immediate impact.
Data Management Deep-Dive
(The Blueprint)
Target Operating Model (TOM) Blueprint
Detailed design of internal data roles, responsibilities, and the organisational charter.
Unified Data Architecture Schema
A technical blueprint for a sovereign, cloud-agnostic data estate that prevents vendor lock-in.
Data Governance & Quality Playbook
Formalised standards for data entry, storage, and cleaning to ensure "Ground Truth" integrity.
Data Capability Building
(The Build)
Technical Implementation
Active programme direction and execution of data infrastructure improvements.
Program Management Support
Neutral management of service providers to ensure best fit and prevent vendor lock-in.
Operational Excellence
Rigorous tracking of data quality and realised business value through modular delivery.
Applied
IntelligenceDesigning AI use cases and deploying responsible AI systems that translate complex datasets into prioritised, high-ROI business outcomes.
AI Readiness Assessment
(The Guardrail)
AI Capability Review
Evaluation of AI architecture, orgnisation readiness, business strategy alingment and AI Operating model.
AI Safety and Sovereignty Review
Formal framework for localised guardrails, hallucination testing, and sovereign data boundaries.
Minimum Viable Data (MVD) Inventory
A filtered list of data assets that are "AI-ready" vs. those requiring further remediation.
AI Strategy & Use-Case Lab
(The Selection)
Use-Case Discovery
High-impact leadership workshops to define "AI Use Case Cards."
The AI Portfolio
A prioritised list of high ROI, low risk initiatives mapped to business requirements.
Technical Feasibility Mapping
Clear alignment between strategic AI goals and current data readiness.
AI Capability Building
(The Scale)
Iterative AI Implementation
Rapid deployment of use cases focusing on the minimum data fixes required to prove value.
AI Program Management Support
Neutral management of service providers to ensure best fit and prevent vendor lock-in.
Value Driven Scaling
Phased MVP delivery (12-week cycles) designed to maintain momentum and operational excellence.
Value
RealisationOrchestrating technical assets and fractional leadership to ensure Data and AI investments translate into quantifiable financial impact and internal autonomy.
Value Assurance
(The Quick Win)
Insights as a Service
Rapid insights generation using ML and client-provided datasets to validate high-value business cases.
Independent Value Verification Report
A "brutally objective" audit of whether the technology spend has translated into the promised bottom-line impact.
Investment Optimisation Plan
Data-driven recommendations on whether to "Double Down," "Pivot," or "Stop" specific AI spend.
Fractional CDO
(The Leadership)
Neutral Vendor Scorecard
Unbiased evaluations of third-party software or service providers to prevent "Consultant Drift.
Board-Level Digital Strategy Update
Executive briefings translating complex technical milestones into strategic business progress.
Cross-Functional Alignment Roadmap
A plan for breaking down silos between IT, Finance, and Operations to ensure project adoption.
AI Enablement & Coaching
(The Culture)
Targeted Executive Sessions
"AI for Leaders" workshops designed to bridge the gap between technical potential and execution.
AI Literacy
An executive team equipped to identify opportunities and manage "Black Box" risks
Strategic Alignment
Cultural shift focused on confidence, risk mitigation, and high-impact decision-making.
Resources
Digital Assets
Aegis Data Maturity Framework
A deep research-backed framework with 8 core components and 120 sub-capabilities, adapted from leading models to meet modern business needs.
Aegis Jumpstart Toolkit
A quick 20-minute online assessment of Aegis's 8 core capabilities, providing instant benchmarks to kickstart your organisation’s data journey.
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IlmuVault
A locally deployed knowledge assistant tailored to your data. Secure, private, and designed to never let your information leave the building.
WIP
Athena AI Maturity Framework
A research-backed tool that allows you to evaluate your current AI capabilities, bridge any existing gaps, and build a solid foundation for delivering safe, responsible results across your entire organisation.
Story
Case Studies
Building National Big Data and Analytics Blueprint for Malaysia Government Agency
Engineering Social Mobility: Partnering with a Malaysian agency to unify national data into a Big Data ecosystem, we analyse socioeconomic variables using AI to create pathways for underserved communities.
Data Advisor to a Global Outsourcing Leader
Navigating AI Disruption: Architected a defensive innovation roadmap and future-proof business model with senior leadership, using rapid POCs and workforce reskilling to turn industry shifts into a competitive advantage.
Architecting and Developing Data Governance Model for Islamic Financial Institution
Governance First Scaling: Partnered with a leading Islamic financial institution to architect data governance and strategic blueprints, providing program management to build their modern Big Data platform.
Delivering Project to Re-engineering Debt Recovery for Leading Financial Institution
Credit Collection Analytics: Partnered with a prominent financial institution to architect a next-generation data solution for credit management. By developing high-precision propensity-to-default models and an automated custom outreach framework, we lowered collection costs while improving customer financial health.
Forecasting the National Device Footprint for a non-Malaysian Government Agency
Energy Intelligence: Partnered with a statutory board to model consumer device energy lifecycles using machine learning. We analysed materiality and circulation trends to forecast national energy consumption, building a data-driven foundation for future policy and standards.
Architecting the Smart City Business Model and Technology Architecture
Smart City Economic Blueprint: Partnered with a state government to develop a technology architecture and sustainable business model for a regional Smart City. We bridged the gap between infrastructure and commercial viability through rigorous economic modelling and scalable digital systems.
Data Assessment for a Leading Malaysian Automotive Company
Leveraged AI-powered analytics to streamline operations and enhance efficiency within Malaysia’s competitive automotive industry.
Transforming Laundry Operations Through Digital Innovation
Implemented a custom Laundry Operations System (LOS) to digitise records, automate tracking, and improve efficiency within the fast-paced service industry.
Insights
Academy
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Roadmap
AI and Digital Implementation Roadmap - From Vision to Value (Fintech from Malaysia's Largest Oil and Gas Company)
AI and Digital Implementation Roadmap - webinar for 100+ FinTech professionals in a large Oil and Gas Company, focusing on a five-pillar framework to bridge the gap between vision and value - covering Strategy, Op Model, Culture, Governance and Tech.
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Talent Development
Data Driven HR (International's Leading Beauty FMCG Company)
Reinventing the HR lifecycle by shifting from reactive administration to a predictive, AI-automated powerhouse that treats talent data as a strategic asset.
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Digital Transformation
AI and Digital Transformation (Global CEO Peer Advisory Company)
Orchestrating an 18-month bespoke digital transformation residency for an exclusive global CEO peer advisory, moving C-suites from legacy mindsets to AI-driven value generation across tech, culture, and operations.
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AI Literacy
Logistics AI training (Malaysia-based Logistics Company)
Delivering a definitive 1-day C-level briefing on navigating the AI logistics shift, focused on mitigating digital risk and re-engineering organisational frameworks for the next era of global trade.
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Privacy and Sovereignty
Data Privacy and Sovereign AI Data Centre (Largest English-language Media Company in Malaysia)
Challenging the vulnerabilities of borderless data in an exclusive briefing on the critical transition to sovereign data centres
Take a Moment
The Break Room
Sometimes the best ideas come when you step away.
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