Ritchie Wingo · Book series

Operating doctrine for AI in Nigerian energy

Seven books and a companion workbook for the executives who run Nigeria's barrels, refineries, terminals, plants and power grids. Each one turns AI from a slide-deck ambition into an operating discipline for its own part of the value chain.

7 titles+ companion workbook
Kindle · Paperback · Hardcoverformats vary by title
Browse the series About the author
How the series fits together

One value chain, one book at each stage

Start with The Intelligent Barrel for the full picture, then go deep on the stage you lead. Tap any stage to jump to its book.

Upstream & governanceMidstream & processingDownstream & energy
Coming next

The IntelligentGas

An Operating Doctrine for AI in Nigerian Gas and Industrial Energy

Gas processing, pipelines, compression, LNG, CNG, LPG and gas supply to industry, with the operating and commercial requirements of each gas value chain treated on its own terms.

The shared toolkit

Six frameworks that run through every book

Every title opens with the same Chapter 0 toolkit, so a leader who reads one book can read across the whole series. These are the author's own frameworks for practical execution, not official industry standards.

Framework 1

Operating-Intelligence Loop

Sense, decide, act and learn, wired into the daily operating rhythm instead of a side project.

Framework 2

Data-Foundation Precondition

No model outperforms the data beneath it. Fix the foundation before scaling the use case.

Framework 3

Autonomy Ladder

From advice to assisted action to supervised autonomy, climbed one rung at a time.

Framework 4

Value-versus-Risk Map

Place each AI use case by the value it creates and the operational risk it carries.

Framework 5

Sequencing Discipline

The right order of moves, so early wins fund and de-risk what comes next.

Framework 6

Operations-Excellence Lens

Judge every initiative by safety, uptime, cost and reliability on the ground.

Free to read · NOG Energy Week 2026, Abuja

Turning Data Into Barrels

A practical operating doctrine for artificial intelligence in oil and gas.

The paper behind the series. Why AI programmes stall in this industry, why the commercial back office pays before the subsurface, and how to sequence a programme so early value funds what comes next. Includes a five-rung maturity ladder and a 90-day start plan.

Read the doctrine →
  1. Name the barrel.
  2. Service the data debt.
  3. Start where the data already is.
  4. Govern, instrument, decide, then automate.
  5. Buy the commodity, build the differentiator.
  6. Keep a human accountable.
  7. Measure value, not accuracy.
  8. Expect the bottleneck to move.
Ritchie Wingo seated on a marble floor beneath his signature and a large charcoal portrait of himself, the wall washed in the series colours
The author · AI strategist

Ritchie Wingo

“AI is not a technology discussion. It is an execution agenda.”

Ritchie Wingo is an AI strategist who helps energy and industrial leaders turn AI ambition into measurable operating results. He works where data, operations and leadership meet: deciding which use cases deserve investment, building the data foundation they depend on, governing the risk, and getting people to adopt the tools in the control room and on the plant floor.

  • FocusAI strategy and execution for oil, gas, power and industrial companies in Nigeria and across Africa
  • PracticeAI readiness, data governance, pilot design, adoption and ROI dashboards that leadership teams act on
  • EducatorFounder and lead instructor of ERW CommandPMO: The AI Leadership Programme · AI-901 Certification Bootcamp (Azure AI Fundamentals) · AZ-900 Certification Bootcamp (Azure Fundamentals) · AI-103 Certification Bootcamp (AI Apps and Agents on Azure)
  • Foundation25+ years in enterprise technology and ERP · 15+ years in oil and gas operations across West Africa · former Director of Oil and Gas, PwC Nigeria
  • BasedHouston, TX and Lagos, Nigeria
Speaking · Conferences, boards and leadership forums

Bring the doctrine to your stage

Ritchie Wingo speaks to boards, executive teams and industry conferences on how AI becomes measurable operating results across oil, gas, power and industry. Every talk is written for the room in front of him: its part of the value chain, its regulator and the decisions already waiting on its desk.

Request Ritchie to speak →
Main stage

Keynote

A 45 to 60 minute address that sets the agenda for the day, built around the series frameworks and live examples from the audience's own sector.

Half or full day

Executive masterclass

A working session for leadership teams, with the companion workbook, exercises on real use cases and a 90-day action plan each participant takes home.

Conversation

Panel or fireside

Moderated discussion on AI strategy, governance and execution, alongside regulators, operators and technology leaders.

Closed door

Board briefing

A confidential 90-minute briefing for boards and executive committees on AI readiness, risk and where to invest first.

Talks audiences ask for
  • Turning Data Into Barrels
  • AI and the Petroleum Industry Act
  • The Autonomy Ladder in the control room
  • Restarting Nigerian refining with AI
  • Stock accountability from tank to truck
  • AI readiness for the power sector
  • AI governance boards can trust
  • Building an AI-ready workforce
How engagements are arranged

A professional engagement from first call to final slide

Ritchie accepts a limited number of speaking engagements each year so that every one is prepared properly. Each is confirmed through a short speaker agreement, set up in one of two ways.

Speaker engagement A speaking honorarium in line with keynote and executive-education engagements at this level, with travel and accommodation arranged by the organiser.
Partnership engagement For selected industry, academic and not-for-profit forums: full delegate access for Ritchie and his team for the entire event, travel and accommodation, and recognition as a programme partner.
  1. Share your briefEvent, date, audience, preferred format and the engagement basis you have in mind.
  2. Confirm the agreementScope, terms, travel and delegate access are agreed in writing before the date is held.
  3. Prepare togetherA briefing call with your programme team, a talk tailored to your audience, and copies of the series for delegates if you wish.

Request Ritchie to speak

Or write to contact@intelligent-ai-leadership.com

Training · ERW CommandPMO

From reading the doctrine to running it

The books set out the doctrine. ERW CommandPMO trains the people who have to put it into practice, from the boardroom to the developer's desk. Every course is self-paced, with assignments marked against a published rubric and returned as a written letter.

Visit ERW CommandPMO →
For executives

The AI Leadership Programme

How AI changes the way a company decides. Ends with a signed 90-day AI operating model charter for your own business.

20 sessions × 25 min · 4 weeks
Microsoft AI-901

AI-901 Certification Bootcamp

Azure AI Fundamentals from zero coding experience, with a 60-question final that includes questions built from your own mistakes.

25 sessions × 30 min · start any day
Microsoft AZ-900

AZ-900 Certification Bootcamp

Azure Fundamentals: cloud concepts, Azure architecture and services, management and governance. Marked final scored out of 1000.

20 sessions × 30 min · 4 weeks
Microsoft AI-103

AI-103 Certification Bootcamp

Building AI apps and agents on Azure in hands-on Python: models, retrieval, agents, tracing, safety and extraction services.

40 sessions × 45 min · 8 weeks