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Playbooks
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{Agentic} delivery patterns that ship – not frameworks that sit on shelves

Every playbook is built from real delivery, powered by the ACDC methodology, and structured around the ATOM operating model.
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the approach
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Built from delivery, not theory

Most consulting methodologies read well in a slide deck and collapse on contact with reality. Every playbook here started as a real engagement – solving a real problem for a real client – then got codified, pressure-tested, and refined across multiple deliveries. The ACDC methodology underpins all of them. ATOM organises what gets delivered.
{
playbooks
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Delivery patterns and products

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01
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ATOM

The Agentic Engineering Target Operating Model. Restructures teams, workflows, and economics around AI agents.
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02
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ACDC

Agent Centric Development Cycle – spec-driven development using AI agents to deliver faster, cheaper, and better.
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03
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Spec Ops

Surgical agent-driven delivery where precision matters more than breadth. Narrow scope, deep execution.
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04
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Pathfinder

Find where agents will change your economics before you commit to the transformation.
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05
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Accelerated Greenfield Build

New builds at agent speed – from first commit to production in weeks, not quarters.
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06
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Agentic Governance

Guardrails that enable speed, not gates that slow it down. Tool tiers, compliance checkpoints, human oversight.
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07
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Legacy Code Modernisation

Agentic modernisation that preserves business logic while replacing the technology layer. No rewrite gamble.
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08
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REX

From problem statement to validated prototype in 15 minutes. REX turns an organisation's backlog of ideas into a structured, scored, production ready pipeline, with a human-in-the-loop review at every gate.
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Fintech
}
Global Programme Recovery Lead
Turned a failing, high-risk compliance program into a global delivery win
product strategy
Stabilised a multi-continent security upgrade across 6,000 sites for a Tier 1 global bank, eliminating critical risks under regulator scrutiny. Rebuilt governance from the ground up, cut 11 telecom vendors down to 2 for multimillion-dollar savings, and delivered on time after the project had already slipped under previous leadership.
Japan
Japan
{
Case studies
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Real results from raw numbers

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Showing 49 profiles
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80
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12
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12
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12
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Analytics & Insights
}
Telematics & Data Innovation Lead
Turned driver behaviour into new insurance products and insights for automakers
Embedded insurance
InsureTech
Developed a telematics-based insurance system that used in-car devices to track driver behaviour over 30 days, creating personalised premiums. Monetised the dataset by selling performance insights to car manufacturers, including supercar makers, to improve engine models and design.
Europe
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Data Architecture & Platforms
}
Data Platform & Governance Architect
Created a secure data lab to meet sovereignty requirements
Cloud-native data platforms
Data architecture
Data Warehousing
Data Lake / Lakehouse
Data Platform
Built an isolated data sandbox that allowed financial institutions to share and analyse sensitive data without breaching sovereignty rules. Enabled repeatable data modelling and exchange while ensuring no information could be downloaded outside regulated environments.
Singapore
{
Data Architecture & Platforms
}
CTO, Data & IoT Strategy
Transformed asset billing from manual logs to automated kilometre-based invoices
Cloud-native data platforms
Data architecture
Data Platform
Data Platform Modernization
Data Warehousing
At a European IoT logistics scale-up, integrated wagon and freight data into a clean, usable platform. Enabled accurate billing, maintenance planning, and asset utilisation insights, replacing error-prone manual reports with automated kilometre tracking and strategic analytics.
Europe
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Data Strategy & Governance
}
Data Strategy & Governance Lead
Unified 15 states’ definitions of profit into one trusted data model
Master Data Management
Data observability
Data quality
Governance & regulatory compliance
Developed and implemented a data governance framework for major telcom provider, reconciling conflicting definitions of profit across 15 states. Created cleansed, integrated data that became the foundation for reporting, master data management, and new mobile banking initiatives.
UK
India
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Data Architecture & Platforms
}
Process & Data Innovation Lead
Mapped customer lifecycles across a financial conglomerate
Cloud-native data platforms
Data architecture
Data Platform
Data Platform Modernization
Data Warehousing
Designed and implemented customer-lifecycle mapping to integrate life milestones into financial products across banking, insurance, and wealth. Navigated cultural and political challenges between Hong Kong and Shanghai to launch one of the first projects of its kind.
China
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Analytics & Insights
}
Financial Systems Transformation Lead
Redesigned financial reporting for multi-currency, multi-country operations
Banking
Insurance
Islamic Finance
Legacy System Transformation
Led an $18M programme to replace outdated manual reporting with an Oracle-based ERP and pricing model. Delivered structured data foundations, forecasting tools, and dashboards that improved treasury’s ability to manage risk across currencies and schemes.
Europe
{
Data Strategy & Governance
}
Data Governance & Security Lead
Protected millions of passenger records through governance and security overhaul
Data observability
Data quality
Governance & regulatory compliance
Data Democratization
Data Literacy
Designed and implemented a major data governance and privacy initiative for a global airline, securing passenger information at scale. Established new IT architecture and controls that became the foundation for broader cybersecurity upgrades.
UAE
{
Data Strategy & Governance
}
Data Platform & Governance Lead
Deployed scalable data platform across Asia
Governance & regulatory compliance
Data observability
Data quality
Data Democratization
Data Literacy
Architected and delivered a scalable data platform across regulated insurance Asian markets, including China, Korea, Japan, and Southeast Asia. Built governance frameworks that ensured compliance, adaptability, and sustainable updates for regional management.
Global
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