Value Realisation Journey Map

From Governance to AI : A structured path to ROI

Our proprietary pipeline is the strategic solution for a volatile market. We empower your organization to master the fundamental tension between data control and business value, providing the secure, structured path to leapfrog from foundational governance to ethical, sustainable, and autonomous AI.

Why This Pipeline is Significant - Organisations do not simply adopt AI; they advance through measurable stages of maturity. Our frameworks provide the clarity needed at every level

Aegis is the starting point to assess and strengthen clients' data governance and data value. It is a comprehensive blueprint for building a Data and AI organisation, centered on Governance and Value. It reduces data investment risk and helps organizations avoid the "Project Death" cycle

Phase 1: Aegis (Data Maturity Framework)

Aegie Differentiation

Why Legacy Models Fall Short Aegis is a holistic and comprehensive solution with 120 capabilities over 8 pillars and 5 dimensions. It directly addresses the friction points of traditional models:

• Actionable & Holistic: Legacy models focus on What and Why. Aegis integrates the critical operational layers of How (Process) and Who (Ownership) on top of the What and Why.

• Future-Ready Relevance: Aegis is purpose-built to address modern challenges, including the foundation for AI Governance, Operational Risk, and ESG Data Compliance.

• Strategic Structure: Designed for leaders across industries, it bridges people, business, and technology with its operating model while railguarding its practice with risk & compliance.

Aegis Quick Assessment - From Zero to Insight in 2 weeks

• Step 1: Quick Assessment: Complete the 32 questions (24 MCQ + 8 Qualitative) to evaluate your current data governance landscape.

• Step 2: Instant Insights: Receive a concise Data Maturity Report and our recommended focus areas immediately after completion.

• Step 3: Action Path (Optional): Schedule a 1-1 consultation or workshop to accelerate results and implementation.

Athena is the structured next step for organizations ready to move beyond foundational data governance. It helps organizations assess their AI readiness, close capability gaps, and achieve responsible AI outcomes. Athena focus to maximize AI’s business value while safeguarding against risks

Phase 2: Athena (AI Risk & Value Maturity Framework)

Key Focus Areas for Athena:

• Risk & Alignment: Reduces AI investment risk and ensures alignment across leadership, compliance, and business objectives.

• Ethical Framework: Positions your organization to lead, not follow, in AI transformation by addressing ethics, strategy, and technology.

• The Assessment: Athena also offers a Quick Assessment of 20 questions in approximately 15 minutes to immediately gauge your AI readiness

DGBot: The Data Governance Execution Engine is an intelligent, proprietary secure AI RAG (Retrieval-Augmented Generation) Chatbot designed by Tangram Advisory. It is the essential tool for accelerating operational adoption and embedding Data Governance as a core business value, supporting both the Aegis and Athena Frameworks

The Enabler: DGBot (Secure AI Knowledge Assistant)

The Trust Layer: Security & Hosting

We understand that client policies and data are highly confidential. DGBot’s architecture ensures maximum privacy and control:

• Custom Deployment: DGBot can be privately hosted and deployed according to your security needs, including on-premise or in an air-gapped environment.

• Zero Data Exposure: Unlike public LLM services, client data is not uploaded to a public LLM model. The RAG agent is trained exclusively on your secure, internal datasets (Internal Policies, Local Regulations, Aegis Framework), ensuring low-hallucination, accurate, and confidential responses that remain within your security perimeter.

Proactive Integration & Intelligence

DGBot delivers immediate operational efficiency and long-term risk mitigation:

• Real-Time Compliance Mapping: Users ask plain language questions (e.g., "What are the steps to onboard a new vendor under PDPO?"). The bot instantly synthesizes your policy, providing a clear answer that cites the relevant internal Policy AND the corresponding regulatory Article.

• Prescriptive Action: DGBot focuses on execution. It doesn't just tell you what the policy is; it gives you the procedural checklist for how to execute it, ensuring consistent, high-quality governance execution across the enterprise.

Example Questions DGBot Answers Instantly:

• Compliance & Risk: "What are the three PDPA guidelines we must follow when exporting anonymous metadata to a third-party analytics provider?"

• Prescriptive Action (The How & Who): "I need to approve a new vendor access request. What are the three required steps and who (which role/department) needs to sign off before I proceed?"

• Knowledge: "Summarize the Data Minimization Principle for a non-technical marketing executive in three bullet points."