KKathy Ong
Strategy · Product · AI · Operating Models

From business problems to enterprise-scale transformation.

Digital Transformation Leader operating across strategy, product, AI, process transformation and technology delivery — designing operating models and shipping the products that make them real.

See TransformationsRead the Thinking
Rolls-Royce/SMRT/Amazon Web Services/ST Logistics
$3M+
Projected inventory optimisation savings
$400K+
Cost avoidance through AI solutions
10+
Digital products delivered
5+
Industries: healthcare, defence, aviation, public sector, logistics
Flagship Tool

Agentic Strategy Consultant

An AI-powered management consulting engine that identifies business bottlenecks and recommends strategic transformation moves — in under 60 seconds.

Built on 6 specialised AI agents: Company Scan → Financial Analysis → Moat Assessment → Competitor Intelligence → Gap Diagnosis → Strategy Recommendations.

Launch Strategy Analysis
Try with any public company
Sample Output Preview
7.2 / 10
Financial Health
6.8 / 10
Moat Strength
3 identified
Critical Bottlenecks
8 in roadmap
Strategic Initiatives
Bottleneck Heatmap
Impact
Urgency
Ease
Importance
Technology
5
4
2
5
Market
4
3
3
4
Operations
3
4
4
3
Financial
4
3
3
4
Strategy Roadmap
0–6m
6–18m
18–36m
Strategy MethodologyFinancial AnalysisCompetitive IntelligenceAI AgentsBottleneck DiagnosisTransformation RoadmapOperating Model Design
Transformation Philosophy

From business problem to enterprise value.

How I operate end-to-end — the repeatable arc behind every transformation I lead.

  1. Stage 01

    Business Problem

    Frame the real problem in business terms — cost, risk, growth, resilience — not the symptom.

  2. Stage 02

    Process Analysis

    Map the as-is operating reality. Find the friction, handovers and decisions that matter.

  3. Stage 03

    Operating Model Design

    Re-design capabilities, roles and governance so the future state can actually run.

  4. Stage 04

    Product Strategy

    Translate the operating model into product bets with clear outcomes and a credible roadmap.

  5. Stage 05

    AI Enablement

    Embed AI where it compounds judgement — decisions, workflows, intelligence — not as a feature shelf.

  6. Stage 06

    Solution Delivery

    Ship in thin slices with engineering rigour. Architecture, data and platform set the ceiling.

  7. Stage 07

    Adoption & Change Management

    Run the change as a product. Enablement, comms and incentives turn rollout into adoption.

  8. Stage 08

    Value Realisation

    Instrument outcomes, prove value, and reinvest. Transformation only counts when the P&L moves.

Business Problem→Process Analysis→Operating Model Design→Product Strategy→AI Enablement→Solution Delivery→Adoption & Change Management→Value Realisation
Featured Transformations

Enterprise outcomes, not screenshots.

Strategic initiatives I've led — framed by the business challenge, the role I played, the approach, and the outcome delivered.

Enterprise Operating System (SPARK)

01
Business Challenge

Fragmented processes, siloed systems, limited enterprise visibility.

My Role

Transformation Lead · Product Owner · Solution Architect

Approach

Designed and led the development of an enterprise operating system integrating procurement, sourcing, resiliency, forecasting, and productivity capabilities.

Outcome

Created a common digital operating environment to improve visibility, governance, and decision-making across the organisation.

Key Capabilities
Digital TransformationProduct StrategyEnterprise ArchitectureAI Integration

Supply Chain Resilience Transformation

02
Business Challenge

Limited visibility of external disruptions and supplier risks.

My Role

Product Owner · Transformation Lead

Approach

Built an AI-enabled resilience capability combining internal supply chain data with external risk intelligence.

Outcome

Improved proactive risk monitoring and resilience planning across global supplier networks.

Key Capabilities
Supply ChainAIData AnalyticsRisk Management

Procurement Transformation

03
Business Challenge

Manual procurement processes and fragmented sourcing workflows.

My Role

Business Process Re-engineering Lead · Product Owner

Approach

Designed digital procurement workflows, sourcing intelligence capabilities, and automated approval processes.

Outcome

Improved compliance, efficiency, and procurement cycle times.

Key Capabilities
BPRAutomationProduct ManagementProcurement

Business Development Transformation

04
Business Challenge

Disconnected opportunity tracking and tendering processes.

My Role

Product Owner

Approach

Designed an AI-assisted business development platform for opportunity management, tender tracking, and collaboration.

Outcome

Improved visibility of opportunities and accelerated proposal development.

Key Capabilities
Product StrategyAIBusiness DevelopmentData
Capabilities

At the intersection of business and technology

A multidisciplinary toolkit honed across strategy, product, AI and engineering.

Digital Transformation

Enterprise-wide transformation from strategy and operating model design through execution and adoption.

Product Management

End-to-end product ownership — discovery, roadmap, backlog, ship/kill decisions and outcome metrics.

AI & Automation

Generative AI, computer vision, agentic workflows and automation strategy at enterprise scale.

Data & Analytics

SQL, Tableau, Power BI, Microsoft Fabric — from data products to executive decision dashboards.

Business Process Re-engineering

Workflow redesign, operating model transformation and digital capability embedding.

Programme & Portfolio Management

Multi-workstream delivery, business case development, governance and stakeholder alignment.

Supply Chain

Forecasting, inventory optimisation, resilience planning and procurement transformation.

Change Management

Stakeholder engagement, training, rollout strategy and sustained adoption initiatives.

Microsoft Power Platform

Power Apps, Power Automate, Dataverse — rapid low-code enterprise capability delivery.

Software Development

Python, C++, HTML/CSS/JavaScript — full-stack delivery staying close to the craft.

Things I've Built

Prototypes, products and tools — built by hand.

The builder side of the practice. Personal products you can visit, and company tools documented without exposing what's confidential.

Personal Builds
AI Swimming Coach
Personal

AI Swimming Coach

Personalised swimming training plans, technique feedback and performance tracking powered by AI — for swimmers of all levels.

Claude APIReactTypeScriptSupabase
Lesson

Sport coaching apps live or die on specificity. Generic advice gets ignored; targeted, progressive plans drive actual behaviour change.

Renovation Planner App
Personal

Renovation Planner App

AI-powered renovation planning tool that helps homeowners scope projects, estimate budgets, sequence works and manage contractor timelines.

Claude APIReactTypeScriptSupabase
Lesson

The renovation journey is emotionally charged. The right UX surface matters as much as the AI capability underneath it.

Company Tools
Financial Statement Analyzer
Company
Confidential

Financial Statement Analyzer

AI-powered PDF extraction, ratio analysis and competitor benchmarking from annual reports.

OpenAIPythonFastAPIReact
Lesson

Structured extraction beats free-form prompting — schema-first design made the pipeline auditable and reusable.

Read how I built it
Thought Leadership

Perspectives on transformation.

Frameworks, vision pieces and field notes on digital transformation, AI strategy, product, supply chain and leadership.

Digital Transformation

Why Digital Transformation Fails

It's rarely the technology. The pattern behind stalled transformations — and the operating choices that unlock them.

May 20268 min read
Enterprise Architecture

Building an Enterprise Operating System

Beyond ERPs and point tools — what a connected operating system looks like, and how to evolve into one.

Apr 202610 min read
AI Strategy

AI Beyond Chatbots

Where AI actually compounds value: workflows, decisions and embedded intelligence — not conversation.

Mar 20267 min read
Supply Chain Innovation

From Procurement to Decision Intelligence

Procurement isn't a cost function. It's a decision system — and AI is rewriting the source-to-pay value chain.

Feb 20269 min read
Supply Chain Innovation

The Future of Supply Chain Resilience

Signal fusion, geopolitical risk and the data fabric required to move from reactive to proactive resilience.

Jan 20268 min read
Product Management

Product Thinking in Traditional Organisations

How to introduce outcome ownership, discovery and roadmaps inside organisations built around projects and budgets.

Dec 20256 min read

Let's turn a business problem into a digital product.

Available for senior leadership, advisory, and product-led transformation engagements.

Start a conversation View resume