00 // global practice :: chief-track

Architecting the AI-native enterprise — from strategy to systems.

I design the enterprise-wide architecture — data platforms, applied AI, and automation — that turns organizational complexity into executive-grade clarity. Operating at the intersection of strategy and systems, en route to Chief-level data & AI leadership.

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operator :: Ludenyo Wangia

role :: enterprise architect · ai & data

trajectory :: chief data & ai officer (track)

domains :: architecture · governance · automation

stack :: gcp · bigquery · snowflake · dataiku · n8n

▶ status :: available for the right problems

Enterprise architecture AI operating models Data platforms Intelligent automation Decision intelligence Enterprise architecture AI operating models Data platforms Intelligent automation Decision intelligence

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People reached through engagement systems

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Workflows automated into capabilities

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Pipelines running in production

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Decision cycles shortened for executives

// values redacted pending approval — real numbers publish as they clear

01 // operating principles

Five systems of leadership.

Engineering execution, strategy, and operations — connected. The platforms, the programs, and the teams behind them.

Enterprise data architecture

Reference architectures, domain models, and platform standards that hold up across the whole organization - not just one team.

AI operating models & governance

Adoption frameworks, guardrails, and human-in-the-loop design so AI scales with accountability - from pilot to enterprise capability.

Intelligent automation at scale

Automation programs designed as enterprise capabilities: orchestrated, observable, explainable - never a mystery machine.

Executive decision intelligence

KPI architecture and reporting systems that give boards and C-suites a real-time, trustworthy view of the organization.

Technology strategy & capability building

Roadmaps, target architectures, and teams with product discipline - translating strategy into systems and systems into outcomes.

02 // proof of work

Featured case studies.

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Analytics & executive reporting Building a reliable analytics foundation for executive reporting Turning fragmented reporting into a single analytics foundation executives actually trust on Monday morning. AnalyticsExecutive reporting read case study → AI / automation adoption strategy An AI adoption strategy that survived contact with real workflows Designing an AI adoption program around governance, workflow fit, and measurable outcomes instead of demos. Applied AIGovernance read case study → Process automation team transformation Transforming a manual operations team into an automation practice Moving a team from heroic manual effort to an accountable automation program with real process maturity. Process automationTeam transformation read case study →

Complexity in. Clarity out.

03 // mission

Technology in service of people and planet.

The systems I architect today power large-scale civic and climate engagement — AI and data infrastructure that reaches communities, not just dashboards. Enterprise architecture is a means; durable human outcomes are the end.

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