Closing the gap between AI investment and the business outcomes your board is measuring.

Enterprise OptimisationGovernance ArchitectureAI Delivery Orchestration

Twenty years inside the technology value gap, across five enterprise optimisation waves. Helping organisations simplify processes, improve performance, accelerate delivery, reduce cost, and connect technology investment to the outcomes it was meant to produce.

Chuks Anochie

Abu Dhabi · London

"I work inside the gap: helping organisations build the operating model, apply the right mechanics, and deploy the enabling technology that extracts value. The gap has a new name, the AI value gap. The work has not changed."

The 20-year arc

The practice

AI Delivery Orchestration for an enterprise programme where AI investment has not converted to board-accountable outcome.

Recent programme value at stake

$30–40MM

annual value recovery opportunity, Gulf NOC value chain programme.

$73–123MM

annual value gap addressed, crude quality optimisation programme.

What I took on

Programme P&L and commercial governance

AI governance architecture, end to end

Operating model design for AI at scale

SteerCo and executive alignment

End-to-end delivery accountability

Supporting tracks

Three instruments that back the practice.

Category build

DecIQ®

Operational Decision Governance® firm

The category-building firm Chuks co-founded. Decision Governance Architecture® for operators in asset-intensive sectors. Fifty incidents documented, USD 9.5B in confirmed direct losses traced to absent decision governance.

Visit DecIQ® →

Published voice

The Transformation Generalist

LinkedIn newsletter on enterprise AI

Practitioner perspectives on AI operationalisation, agentic systems, governance architecture, and operating model design. UAE/GCC and UK markets. Written from inside delivery programmes, not advisory distance.

Read on LinkedIn →

Research foundation

DBA · Edinburgh Business School

Empirical research on leadership decision-making

Heriot-Watt University. Active doctoral research into how senior leadership practices and decisions determine whether UK digital transformation converts to value or disappears into the technology value gap.

DBA research →

DecIQ® closes one failure mode inside it: the data-to-commitment gap. TTG shares perspectives on it. The DBA is where it gets researched.

"Twenty years closing the technology value gap, now the AI value gap, surfacing the gap underneath it: the decision governance gap. Building DecIQ® to close it."

The consistent finding across twenty years

The arc in numbers

Twenty years as a practitioner in successive waves of enterprise optimisation and technology enablement.

years as a practitioner

Five optimisation generations · Six plus sectors · One consistent finding.

optimisation waves practiced in

Lean & Six Sigma · ERP · Scaled Agile & DevOps · FinOps & AIOps · AI-native and agentic systems.

sectors and industries delivered in

Energy · Banking · Pharma · Government · Utilities · Logistics · Education · Business Intelligence.

$13M+

pre-sales and business development generated

Across Capgemini, Infosys Consulting, and AiZen. Pre-sales and business development only.

$30M+

transformation portfolio delivered

Total delivery value across 13+ years of programme leadership from 2012 to present.

The record

Worked at

Infosys Consulting, Capgemini, AiZen, Pfizer, Cambridge University Press, Fitch / BMI Research, and GlobalData.

Delivered for

Programme work through those organisations included engagements at ADNOC, BP, Pfizer, HSBC, Sysco, Anglian Water, UK Government, Salesforce, and Royal Mail.

The Transformation Generalist Newsletter

Find the perspective that fits the problem you are facing.

Practitioner-owned views on enterprise AI operationalisation, governance architecture, and agentic systems. UAE/GCC and UK. No advisory distance.

If your AI pilots are stuck before production

Operationalisation

Operationalising Enterprise AI: A Blueprint for Scalable, Measurable Impact

→

Operating Model

Building the AI Operating Model: The Architecture Most Enterprises Get Wrong

→

If governance is what is stalling your AI programme

EU AI Act

Navigating the AI Regulatory Labyrinth: UAE, UK, and EU Implications for Enterprise

→

Human Oversight

Human-in-the-Loop at Scale: Designing Oversight That Enables Rather Than Throttles

Latest→

If you are scaling agentic AI in regulated environments

AgentOps

AgentOps: The Emerging Discipline and Missing Layer Between AI Capability and Enterprise Accountability

→

GCC Banking

The GCC Financial Services AI Playbook: Agentic Systems in Banking and Insurance

→

All perspectives

DecIQ® · The fourth problem

Operational decisions require governance architecture.

Findings on the Operational Decision Governance® gap. Fifty incidents, USD 9.5B in confirmed direct losses traced to absent decision governance. The arguments below make Operational Decision Governance® legible and buildable.

Decision Documentation

Engage

Engagements that own the programme outcome. AI delivery orchestration for enterprise AI at scale.

Start a conversation →