ERW CommandOperator

THE INTELLIGENT OPERATOR LEADERSHIP PROGRAMME

Carry the decision through.

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30-Session Programme · 25 Minutes Per Day · Free · For leaders in Nigeria’s oil and gas sector
WEEK 6 OF 6 · COMMERCIAL VALUE, GOVERNANCE AND EXECUTION · SESSIONS 26–30 · WORK AT YOUR OWN PACE
This week’s assessments: Pop Quiz 6 — Commercial, Capital and Growth after Session 28 · Practice Exam 6 — Full Syllabus after Session 29 · Final Exam in Session 30
By Session 30: you hold a signed 90-Day Intelligent Operating Plan for your own company · Every assignment marked against a published rubric · Pass mark 70
Part Five · Commercial Value, Governance and ExecutionSESSION 26
Commercial Decisions, Trading and Revenue Assurance
Session 26 of 30 · 25-Minute Module

Why This Matters

Your company is not paid for barrels produced. It is paid for product delivered on agreed terms, and for the cash that actually reaches the bank. Chapter 25 treats production volume, invoiced revenue and bank receipts as related measures that are not interchangeable, and it asks commercial intelligence to make the differences visible. That matters even if you never sign an offtake agreement: the decision you named in Session 1 ends, sooner or later, in a sale, an invoice or a payment someone must collect. Today you compare the real alternative, read the contract as a commitment and trace revenue from source to bank. A model that ranks deals by headline price can favour the worse transaction. Your task is to see why.

25-Minute Module
5:00 – 11:00
Compare the real alternative
  • Define the transaction before you compare it: commodity, quality, quantity basis, delivery point, period and counterparty. Then identify the costs and obligations needed to make the sale.
  • Set it against an explicit alternative: another route, another customer, or holding inventory where feasible. A proposal compared with nothing will always look attractive.
  • An integrated operator should compare internal processing with external sale on a consistent group basis. Internal transfer prices support management accounting; they should not manufacture value in a corporate investment case.
  • THE DOCTRINE

    A possible price is not a committed price. A possible customer is not an executed offtake arrangement. The decision record should show which assumptions are secured and which remain exposed.

  • AI can organise market information and retrieve contract terms. Time-sensitive prices need a dated source and an approved market-data basis; do not let a language model supply an unsupported current price.
If the paper has no alternative column, it is a request for approval, not a comparison.
17:00 – 22:00
Reconcile revenue from source to bank
  • Link in the chainWhat the reconciliation must show
    Accepted quantitiesPhysical and entitlement bases preserved where they differ
    Approved pricesThe approved price applied to the accepted quantity
    Invoices and adjustmentsEach adjustment with its basis; duplicate invoices and unexpected rates investigated
    DisputesAn owner and a resolution plan for each material exception
    ReceiptsCash received, reconciled to what was invoiced, with receivable ageing visible
  • An anomaly application can identify unexpected rates, duplicate invoices, missing tickets or unusual adjustments. Its output should direct a review, not automatically accuse a customer or employee of misconduct.
  • THE DOCTRINE

    Investigate timing before assuming leakage. A transfer recorded in one period may settle in another, and an adjustment may have an authorised basis.

  • The CFO ensures material exceptions have an owner and resolution plan; the commercial leader addresses disputes and collection; the measurement team corrects quantity evidence through its own controlled process.
  • Where your company trades or hedges, define the authorised purpose, instruments, limits, counterparties and independent controls. AI may support scenario analysis or reconciliation, but execution permissions and position limits remain separate controls. Keep physical exposure, hedge position, cash and accounting effect distinct: reducing one reported volatility measure may create another liquidity demand.
Before anyone says leakage, ask whether the timing has been checked.
Key Terms

Netback

A defined realised price less specified costs. The deducted costs must be stated to prevent double counting.

Revenue-assurance chain

The reconciled path from accepted quantities and approved prices through invoices, adjustments and disputes to bank receipts.

Self-Check — Before You Submit
1. An anomaly application at a fictional terminal flags that a customer's receipts are below invoiced value. A manager wants to write to the customer about underpayment today. What should happen first?
  • A. Send the letter; the application has found leakage
  • B. Investigate timing and any authorised adjustment first, and give the exception an owner
  • C. Switch the application off to avoid friction
  • D. Write off the difference to close the period
B. Investigate timing and any authorised adjustment first, and give the exception an owner — The book says investigate timing before assuming leakage, and an anomaly output should direct a review, not accuse a customer. Writing off the difference hides the exception instead of resolving it.
2. An integrated operator's refinery case looks strong because it buys crude from its own upstream unit at a low internal transfer price. What does Chapter 25 say?
  • A. The transfer price is the right basis for the corporate case
  • B. Use the highest external price instead
  • C. Leave the upstream unit out of the comparison
  • D. Compare on a consistent group basis; transfer prices should not manufacture value
D. Compare on a consistent group basis; transfer prices should not manufacture value — Transfer prices support management accounting but should not manufacture value in a corporate investment case. Swapping in the highest external price is just another convenient number.
3. Which statement about AI in trading and hedging matches the book?
  • A. AI may support scenario analysis or reconciliation; execution permissions and position limits remain separate controls
  • B. AI may enter transactions once its forecast is attractive
  • C. Hedging removes the need to model liquidity
  • D. Lower reported volatility proves the hedge works
A. AI may support scenario analysis or reconciliation; execution permissions and position limits remain separate controls — The book denies AI unrestricted authority to trade on an attractive forecast. It also warns that reducing one volatility measure may create another liquidity demand, which makes the last option the trap.

Today’s Assignment

Write Section 26 of your plan: for one commercial decision connected to your Session 1 decision, compare the real alternative, read the contract as a commitment and reconcile its revenue from source to bank.
  • Choose one commercial decision your Session 1 decision feeds: a sale, delivery, customer, route or contract. A service company or non-operated partner uses its own invoice-to-cash chain or the operator decision it supports.
  • Define it fully (commodity or service, quality, quantity basis, delivery point, period, counterparty) and compare it with one explicit, feasible alternative on consistent quantities and costs. Mark which assumptions are secured and which exposed.
  • Name the governing contract and three obligations it creates, each with owner, date, evidence and consequence, and say whether operations and treasury know them today.
  • Trace revenue from accepted quantity to bank receipt. Name the link where your company loses sight of the money, and who owns that exception.
  • State the credit exposure and funding need, and who may approve them. If AI is in use, say what it may and may not do; if not, name the simpler control that closes the gap. Be honest about what your company gets wrong. 400 to 900 words.
YOUR 90-DAY PLAN

Section 26 — The real alternative, the contract as commitment and revenue reconciled to the bank.

How this is marked — the rubric
Defines the transaction fully and compares it with one explicit, feasible alternative on consistent quantities and costs25
Reads the contract as commitments with owner, date, evidence and consequence, linked to operations and treasury25
Traces revenue from accepted quantity to bank and names the weakest link and its owner30
States the credit exposure, the funding need and the approving authority by role20
Total · pass mark 70100
Submitting session 26
Write your answer in Word or Google Docs. The first line must read Session: 26, or the submission is refused. Upload the Word file (.docx), or switch to the Google Doc tab and paste your document’s share link.
Marked against the rubric above and returned as a written letter, saved to your progress page. Do not submit until you have passed the self-check above.
Capabilities Covered
Commercial alternativesContract obligationsRevenue assuranceCredit authorityTrading controls
Tick it once you have submitted.Next: Session 27 →
Part Five · Commercial Value, Governance and ExecutionSESSION 27
Finance, Treasury and Capital Allocation
Session 27 of 30 · 25-Minute Module

Why This Matters

Finance is where good operating ideas meet the calendar. Chapter 26 opens with an uncomfortable truth: a positive NPV does not guarantee that your company can fund the project. The cash may arrive after the payment that makes the work possible, and a good expected return can conceal a downside the business cannot absorb. Today you build the case for your Session 1 decision from operating evidence, separate expected value from affordability and find the lowest point in its cash calendar, the funding trough. Then you state how the benefit will be verified after approval. If your decision has never been properly costed, that is common, and this session is where the costing starts.

25-Minute Module
5:00 – 10:00
Separate expected value and affordability
  • Start in plain language. Expected value is a probability-weighted result: weight each possible outcome by its chance and add them up. It is not the cash outcome your company will necessarily experience on this one decision.
  • Think of a workover crew: it is paid whether or not the well responds. A failure case may require the same initial spending and deliver no benefit. Session 11 showed, from Chapter 10, how a workover with positive successful-case NPV can have negative expected NPV when the chance of success is below break-even. The committee should see both results and the evidence behind the probability.
  • Affordability is a separate question: can the business carry the cash demand, including the downside, without breaking its funding? A strong expected value does not answer it.
  • THE DOCTRINE

    A project can have positive expected value while exposing the business to a cash demand it cannot finance. That may change the sequence, contract or scale even if the technical opportunity remains attractive.

Ask for the failure case in cash, not only in NPV.
17:00 – 22:00
Portfolio, verification and a useful review
  • Ranking standalone NPVs can produce an infeasible portfolio: projects may share equipment, staff, shutdown windows, funding or a route to market. Legally required or essential integrity work is not ranked as an optional growth proposal; state its basis and the funding decision it requires.
  • AT THE ASSET · THE WORKED CASE
    • Asset. At a fictional swamp operator, one team proposes restoring shut-in wells and another the flowline upgrade they depend on. The operating team owns the physical basis: the restored volumes cannot flow until the line is upgraded.
    IN THE OPERATING REVIEW · THE PARALLEL
    • Review. The CFO presents one combined case with a single cash calendar, not two papers counting the same constrained barrels twice, and the committee asks how the trough is covered.
  • The benefit owner defines baseline, counterfactual, measurement period and attribution before implementation. A higher oil price is not an operating improvement; lower activity can reduce cost without improving efficiency; added capacity can shift a bottleneck rather than increase sales.
  • Distinguish forecast, observed and independently verified outcomes, and keep uncertain future benefits out of a delivered-benefits total.
  • The CFO should present a decision, not a collection of ratios: what commitment is requested, which assumptions control it, what happens in the downside, how the funding trough is covered and what evidence would cause management to stop or revise.
A delivered-benefits total that includes forecasts is itself a forecast.
Key Terms

Funding trough

The lowest projected cash position under the stated schedule and funding assumptions.

Committed facility

Funding that counts in the cash calendar only because it is committed and usable under the stated conditions. An unapproved borrowing request does not qualify.

Self-Check — Before You Submit
1. A fictional operator's investment paper shows a project with positive expected NPV. Treasury notes that the downside case requires a cash demand the company cannot finance. What should the committee do?
  • A. Approve; positive expected value settles it
  • B. Reject the opportunity permanently
  • C. Examine downside affordability, which may change the sequence, contract or scale
  • D. Ask the model for a more optimistic forecast
C. Examine downside affordability, which may change the sequence, contract or scale — Expected value and affordability are separate: a project can have positive expected value and still expose the business to a cash demand it cannot finance. The answer is to change sequence, contract or scale.
2. In the book's invented project (month-end flows of −$300,000, −$200,000 and +$650,000, opening available cash of $200,000, no discounting), what is the funding gap at the end of month two?
  • A. $150,000
  • B. $300,000
  • C. $500,000
  • D. $100,000
B. $300,000 — Cumulative project spending reaches $500,000 by month two; less $200,000 opening cash leaves a $300,000 gap. $150,000 is the overall project result and $500,000 is the requirement before the final receipt, not the gap. $100,000 is the position after month one only.
3. Which of these may a treasury cash calendar count as available funding?
  • A. An unapproved borrowing request
  • B. A facility the board intends to negotiate
  • C. The project's own forecast benefits
  • D. A facility committed and usable under the stated conditions
D. A facility committed and usable under the stated conditions — A facility counts only when committed and usable under the stated conditions; an unapproved request or intended arrangement does not. Future benefits cannot pay earlier obligations.

Today’s Assignment

Write Section 27 of your plan: the case for your Session 1 decision built from operating evidence, its funding trough, and how its benefit will be verified after approval.
  • State the decision boundary and list its cash flows: capital, recurring cost, working capital, tax and eventual liabilities where they apply. Mark which figures are observed, calculated or assumed.
  • Name, by role, who in your company owns the physical basis, the price and delivery assumptions, the calculation and the funding plan, and who independently recomputes the material results. If one person holds all of it today, say so.
  • Where probability matters, show the successful case and the expected case separately, the evidence behind the probability, and the cash the failure case would still consume.
  • Build a simple cash calendar at a frequency that fits the decision: payments, expected receipts, opening liquidity and committed funding. Identify the funding trough and how it is covered, counting only committed, usable facilities.
  • Name any project your decision shares equipment, staff, a shutdown window, funding or a route to market with, and how you avoid counting the same benefit twice.
  • Set the baseline, counterfactual, measurement period and attribution before implementation, and name the benefit owner. If your figures are rough, say so: an honest rough calendar is worth more than a polished guess. 400 to 900 words.
YOUR 90-DAY PLAN

Section 27 — The case from operating evidence, the funding trough and benefit verification.

How this is marked — the rubric
Builds the case from operating evidence, with an owner for each part and independent recomputation25
Separates successful-case and expected results and addresses downside affordability20
Presents a cash calendar that identifies the funding trough and covers it only with committed sources30
Defines baseline, counterfactual, period and attribution before implementation, with a benefit owner by role25
Total · pass mark 70100
Submitting session 27
Write your answer in Word or Google Docs. The first line must read Session: 27, or the submission is refused. Upload the Word file (.docx), or switch to the Google Doc tab and paste your document’s share link.
Marked against the rubric above and returned as a written letter, saved to your progress page. Do not submit until you have passed the self-check above.
Capabilities Covered
Evidence-based casesExpected valueFunding-trough analysisPortfolio dependenciesBenefit verification
Tick it once you have submitted.Next: Session 28 →
Part Five · Commercial Value, Governance and ExecutionSESSION 28
Portfolio Growth, Acquisitions and Joint Ventures
Session 28 of 30 · 25-Minute Module

Why This Matters

An attractive asset can be an unattractive acquisition. Chapter 27 says the operator buys more than a production profile: it takes on obligations, funding needs and integration work, and in a joint venture it may not hold the authority it assumes. Your company may never buy a field. It will still face growth decisions: a new contract, a new asset, a new partner, an expanded service line or a larger interest. Today you define a growth thesis, design the diligence that would test it, put liabilities into the price, fund integration before completion and respect the authority your company actually holds. Pop Quiz 6 opens at the end of the session.

25-Minute Module
5:00 – 11:00
Use due diligence to test the thesis
  • Plain language: diligence is not a checklist. It is a search for the uncertainties that could change the decision, as a well test is worth running only when designed around the question someone needs answered.
  • The book lists where material exposure may sit: reservoir, wells, integrity, environmental condition, evacuation, contracts, licences, community arrangements, workforce and information systems.
  • THE DOCTRINE

    Absence of a document from the data room is an exception, not proof that the underlying obligation does not exist.

  • Document assistance can organise a data room and flag missing or inconsistent records with source and version. A model summary is useful for orientation but insufficient for accepting an unfamiliar asset's condition; independent specialists examine the consequential technical and legal matters.
  • Connect findings to cash, timing and conditions. A generic contingency allowance is a poor substitute for quantifying a known required intervention.
Ask the diligence team which finding would make you walk away, before they start.
17:00 – 22:00
Respect joint-venture authority, and review the thesis
  • An operator does not necessarily have unilateral authority over every decision in a joint venture. The applicable agreements and approvals govern work programmes, budgets, procurement, reporting and major changes.
  • A non-operated investor needs an assurance and influence process suited to its rights, distinguishing information it can request, decisions it can approve and activities it cannot direct. AI can compare partner reports and track obligations; it should not imply a permission the company does not possess.
  • AT THE ASSET · THE WORKED CASE
    • Asset. In a fictional joint venture, the operator's site team has a compressor repair ready to bring forward, but the budget line sits in a programme the partners have not approved and one cash call is unpaid.
    IN THE OPERATING REVIEW · THE PARALLEL
    • Review. The venture manager and legal team confirm the decision route before anyone commits, and the portfolio forecast shows the delay risk rather than assuming the programme runs on time.
  • THE DOCTRINE

    Preserve the earlier assumptions rather than rewriting them to fit the outcome. Distinguishing new conditions from weak diligence or execution improves the next decision.

  • After ownership, compare realised condition, production, costs, cash and integration progress with the approved case. The board owns portfolio commitments; management owns a credible route to operation and value.
Ask your legal team for one page showing which decisions your company can actually take alone.
Key Terms

Data-room exception

A record missing from diligence material: an open question, not proof the obligation does not exist.

Non-operated interest

A share in a venture the company does not operate, with rights to request information and approve some decisions, but not to direct every activity.

Self-Check — Before You Submit
1. A fictional operator's acquisition team finds no decommissioning documents in the seller's data room and proposes valuing the liability at nil. What do you decide?
  • A. Accept nil; the data room is full disclosure
  • B. Add a generic contingency and proceed
  • C. Ask a model to estimate it from the summary
  • D. Treat the absence as an exception and require competent review before pricing it
D. Treat the absence as an exception and require competent review before pricing it — Absence from the data room is an exception, not proof the obligation does not exist. A generic contingency feels prudent but is a poor substitute for quantifying a known requirement.
2. Chapter 27 says the purchase price alone does not describe something treasury should model. What is it?
  • A. The funding need, since the acquisition may require spending before dependable receipts
  • B. The asset's production profile
  • C. The seller's reasons for selling
  • D. The staff transferring
A. The funding need, since the acquisition may require spending before dependable receipts — The book says treasury should model the interval before dependable receipts; the purchase price alone does not describe the funding need. The other options are not the book's point.
3. A non-operated partner wants to use AI on its interest in a joint venture. Which use fits the book?
  • A. Issuing work instructions to the operator's site team
  • B. Comparing partner reports and tracking obligations, without implying a permission it lacks
  • C. Approving venture budgets automatically
  • D. Directing procurement to preferred suppliers
B. Comparing partner reports and tracking obligations, without implying a permission it lacks — AI may compare reports and track obligations but should not imply a permission the company does not possess. A non-operator distinguishes what it can request, approve and cannot direct.

Today’s Assignment

Write Section 28 of your plan: a growth thesis relevant to your company, the diligence that would test it, and how liabilities, integration funding and joint-venture authority are treated.
  • Name the growth decision closest to your company: an acquisition, larger interest, new asset, partner, contract or service line. If your company does not acquire, use your nearest equivalent or the operator decision you support.
  • State the thesis in two or three sentences, with its evidence, against the alternative use of the same capital and existing obligations. Say whether it would exceed your management or funding capacity.
  • List the three uncertainties that could change the decision and the diligence that would test each, including who independently examines the consequential technical and legal matters.
  • Name the liabilities that must enter the price and how their timing and uncertainty are shown. Then set out what integration must be funded before completion and how the interval before dependable receipts is modelled.
  • Map the authority: which decisions your company can take alone, which need partner or other approval, and which it cannot direct. Name, by role, who confirms the decision route.
  • Say how the thesis will be reviewed after ownership without rewriting the original assumptions, and where your company has let a strategic label replace an economic comparison. 400 to 900 words.
YOUR 90-DAY PLAN

Section 28 — The growth thesis, the diligence that tests it and joint-venture authority.

How this is marked — the rubric
States a thesis with evidence, tested against the alternative use of capital and existing obligations25
Designs diligence around the uncertainties that could change the decision, with independent specialist review25
Puts named liabilities into the price and funds integration before completion25
Maps decision authority accurately, names who confirms the route and sets a post-ownership review25
Total · pass mark 70100
Submitting session 28
Write your answer in Word or Google Docs. The first line must read Session: 28, or the submission is refused. Upload the Word file (.docx), or switch to the Google Doc tab and paste your document’s share link.
Marked against the rubric above and returned as a written letter, saved to your progress page. Do not submit until you have passed the self-check above.
ASSESSMENT NOW OPEN

Pop Quiz 6 — Commercial, Capital and Growth opens now. Sit it before you start the next session — it is how you find out whether the doctrine landed, and the practice papers may be resat as often as you like.

5 questions · 10 minutes · covers Sessions 26–28 · pass mark 70
Sit Pop Quiz 6 →Closed book, no notes, and Coach Ritchie switches himself off while you sit it.
Capabilities Covered
Growth thesisDue diligence designLiability pricingIntegration fundingJoint-venture authority
Tick it once you have submitted.Next: Session 29 →
Part Five · Commercial Value, Governance and ExecutionSESSION 29
Regulatory Assurance and Decommissioning Stewardship
Session 29 of 30 · 25-Minute Module

Why This Matters

Two chapters, one discipline: obligations that outlast the meeting where they were noted. Chapter 28 starts with knowing which obligations apply to your actual business and preparing reports from evidence someone can trace. Chapter 29 asks you to value an asset honestly by not ending the forecast before its obligations begin. Both are areas where a fluent AI answer can do real harm: a plausible legal title is not evidence, and a complete-looking database is useful only when the underlying assets and obligations have been verified. Today you map your decision's activity to its obligations, set how reports are built from controlled evidence and state how the asset's whole lifecycle is stewarded. Practice Exam 6 opens at the end.

25-Minute Module
6:00 – 12:00
Report from controlled evidence, and test execution
  • Reports trace figures to accepted operating and financial records, with agreed definitions, period, ownership and approval. AI may assist drafting; it should not fill a gap with an invented number or imply a verification occurred. Missing evidence remains an exception with an owner.
  • An unexplained improvement can be an error, a changed boundary or a real result. Keep proof of submission: a report never accepted through the required channel has not necessarily fulfilled the obligation.
  • Personal-data applications should be assessed against the Nigeria Data Protection Act and other relevant duties, for employees, contractors and community records as well as customers (NDPC, Nigeria Data Protection Act, 2023). Legal records need review of privilege, confidentiality, access and retention.
  • THE DOCTRINE

    Policy wording alone does not establish implementation. A sponsor's belief in the project is not independent assurance.

  • When an obligation changes, a notification sent to a shared mailbox is not evidence that the operating process changed. Confirm the procedure, contract, report or system was updated and accepted.
Ask for the proof of submission, not the draft.
17:00 – 22:00
Accounting, funding, reuse and verification
  • Question the board should see answeredWho answers it
    The accounting effect of estimates and timingFinance
    The funding schedule and restrictions on balances or facilitiesTreasury
    The applicable duties and arrangementsLegal
    Whether records are maintained while still accessible and the asset is operatingThe asset team
  • The IFRS Foundation's description of IAS 37 identifies provisions as liabilities with uncertain timing or amount (IFRS Foundation, IAS 37 Provisions, Contingent Liabilities and Contingent Assets, official standard summary). An accounting provision is not itself a bank balance, and speculative salvage proceeds should not offset the obligation.
  • Life extension can change the timing and scope of eventual work. Reuse is a defined project; a possible future use does not make present obligations disappear. Compare continued operation, modification, transfer and closure where they are genuine alternatives.
  • AT THE ASSET · THE WORKED CASE
    • Asset. At a fictional onshore operator, the asset team keeps well and facility records current while the people who know them are still on site. AI helps reconcile the inventory but does not certify completion or condition.
    IN THE OPERATING REVIEW · THE PARALLEL
    • Review. The quarterly board sees the provision, funding schedule and plan maturity as separate lines, and asks which change could accelerate expenditure.
  • THE DOCTRINE

    AI helps organise a long lifecycle. Leadership remains responsible for the obligations that outlast production.

A company that postpones the record work may find the people, documents and access gone when it needs them.
Key Terms

Controlling source

The current enacted text governing an obligation, distinguished from historical material, drafts, guidance and commentary.

Lifecycle stewardship

Treating decommissioning as part of ownership, investment and acquisition decisions, with records kept while the asset operates.

Self-Check — Before You Submit
1. A fictional operator's draft regulatory return shows a key figure improving sharply on the prior period, unexplained. The deadline is tomorrow. What should the reporting authority do?
  • A. Submit it; improvement is good news
  • B. Review the change: it may be an error, a changed boundary or a real result
  • C. Ask the drafting assistant for a plausible explanation
  • D. Restate the prior period to smooth the trend
B. Review the change: it may be an error, a changed boundary or a real result — The book says material changes from prior periods need review, because each cause means something different. Asking AI for an explanation fills a gap without evidence.
2. Which statement about decommissioning finance is consistent with Chapter 29?
  • A. A recognised provision means the cash is set aside
  • B. Speculative salvage proceeds can offset the obligation
  • C. Recognition, measurement, funding and available cash are connected but separate matters
  • D. Funding is the regulator's concern, not the board's
C. Recognition, measurement, funding and available cash are connected but separate matters — An accounting provision is not a bank balance, and the board should see each matter separately. Offsetting with speculative salvage is the shortcut the book rejects.
3. Why does the book mention the NUPRC register holding a 2026 decommissioning amendment alongside the 2023 instrument?
  • A. An archive can hold historical and newer material, so the controlling source must be identified
  • B. The 2023 instrument remains the only controlling text
  • C. An assistant should return the quickest text to retrieve
  • D. A plausible citation is acceptable near a deadline
A. An archive can hold historical and newer material, so the controlling source must be identified — The book calls it a practical reminder to identify the controlling source. It also says a generated citation the reviewer cannot locate should not be used, whatever the deadline.

Today’s Assignment

Write Section 29 of your plan: map your decision's activity to its obligations, set how reports are prepared from controlled evidence, and state how the asset's whole lifecycle, including decommissioning, is stewarded.
  • Map the activity behind your Session 1 decision: legal entity, activity, asset, licence or permit, controlling requirement, owner and required evidence, with deadlines and approval conditions. Name the controlling source for each and how your company knows it is current. Where you are unsure an obligation applies, record the question for qualified advice rather than guessing.
  • Choose one report the decision feeds. Show how its figures trace to accepted records, who approves it, how missing evidence is handled and where proof of submission is kept.
  • State how legal and personal information used by the decision is controlled, and who approved any AI use of it.
  • Name one recent change to an obligation and show whether it reached the procedure, contract, report or system, or only an inbox.
  • For the asset your decision concerns, state the decommissioning plan's status, how the estimate is built, how provision and funding are shown separately, and which records must be preserved while the asset operates. A service company states the lifecycle obligations it supports for its client.
  • Say plainly where your company's compliance exists in policy wording but not in execution. 400 to 900 words.
YOUR 90-DAY PLAN

Section 29 — Obligations mapped, reports from controlled evidence and lifecycle stewardship.

How this is marked — the rubric
Maps activity to obligations with controlling sources, owners, evidence and deadlines30
Shows reports traced to controlled evidence, with missing evidence owned and submission proven25
Separates estimate, accounting provision and funding, with a current plan and preserved records25
Names an honest gap between policy and execution, with a practical route for updates20
Total · pass mark 70100
Submitting session 29
Write your answer in Word or Google Docs. The first line must read Session: 29, or the submission is refused. Upload the Word file (.docx), or switch to the Google Doc tab and paste your document’s share link.
Marked against the rubric above and returned as a written letter, saved to your progress page. Do not submit until you have passed the self-check above.
ASSESSMENT NOW OPEN

Practice Exam 6 — Full Syllabus opens now. Sit it before you start the next session — it is how you find out whether the doctrine landed, and the practice papers may be resat as often as you like.

15 questions · 25 minutes · covers Sessions 1–29 · pass mark 70
Sit Practice Exam 6 →Closed book, no notes, and Coach Ritchie switches himself off while you sit it.
Capabilities Covered
Obligation mappingSource controlEvidence-based reportingDecommissioning planningLifecycle stewardship
Tick it once you have submitted.Next: Session 30 →
CapstoneSESSION 30
The Intelligent Operating Review: Your Signed 90-Day Plan
Session 30 of 30 · 25-Minute Module

Why This Matters

Twenty-nine sessions ago you chose one decision that costs your company time, money or operating opportunity, and you have since traced it through the record, the plant, the commercial chain, the cash calendar and its obligations. Today you assemble those sections into one signed 90-Day Intelligent Operating Plan with a one-page summary. Chapter 30 gives you the operating review and the first ninety days. The five appendices give you the templates. The conclusion gives you the charge: carry the decision through. After you submit the plan, you sit the Final Exam.

25-Minute Module
5:00 – 11:00
The first ninety days, month by month
  • Select a small number of material decisions with a clear owner; for this plan, the one you named in Session 1. Inspect the evidence and response process before commissioning an elaborate application.
  • PeriodWhat Chapter 30 sets out
    Month oneDefine the operating problem, baseline, authority, source records and constraints. Find simple changes that need no model. Correct critical record defects at source.
    Month twoTest a bounded application where evidence and decision process are ready. Compare it with existing practice. Train the actual users and rehearse doubtful outputs.
    Month threeReview the result and the response. Decide to continue, revise, stop or expand, including cost, staff effort, operating effect and unresolved risks.
  • THE DOCTRINE

    Ninety days is an organisational planning frame, not a promise that every technical application can be validated within that period.

  • Scale only what has earned permission: owner, support, evaluation record, approved scope, fallback, monitoring and withdrawal. NIST's AI RMF groups its core functions as Govern, Map, Measure and Manage, which the book applies through asset decisions and named responsibility (NIST, Artificial Intelligence Risk Management Framework 1.0, 2023).
  • Stopping is legitimate. Withdrawal covers access, records, users, open tasks and workflow dependence. Treating every withdrawal as failure encourages staff to preserve weak systems and overstate their benefits.
Write the stop condition before month two begins, while nobody is yet attached to the result.
17:00 – 21:00
Assemble the twenty-nine sections
  • Assemble in this order, each under its own heading. Where a later session changed an earlier section, correct it and note the change in one line.
  • 1 to 7, the foundation: the decision and its broken loop; the mandate; the route to payment; the record; connectivity; the system register; the workforce.
  • 8 to 20, the asset: interpretation, surveillance, well delivery, intervention, deferment, flow assurance, gas, refining, reliability, integrity, utilities, commissioning, custody.
  • 21 to 29, protection and value: security, process safety, environment, communities, procurement, commercial, finance, growth, obligations and stewardship.
  • AT THE ASSET · THE WORKED CASE
    • Asset. The plan begins where the decision begins: the first observation, the record behind it and the crew who must act.
    IN THE OPERATING REVIEW · THE PARALLEL
    • Review. It ends with the last required approval, the cash that funds it and the evidence of the result. The same loop seen twice; the plan must hold both ends.
Correcting an earlier section is rigour, not inconsistency.
Key Terms

Acceptance gate

A defined review of evidence and necessary conditions before an application proceeds to a specified use.

Decision record

A concise record of the choice, alternatives, evidence, uncertainty, constraints, owner, resources, expected consequence and review date.

Self-Check — Before You Submit
1. At day 85, a fictional operator's trial on one asset has mixed evidence. The sponsor wants to roll it out to three more assets. What does Chapter 30 direct?
  • A. Expand now; the trial showed promise
  • B. Decide on the evidence whether to continue, revise, stop or expand; one asset's trial does not establish fitness for others
  • C. Stop all AI work in the company
  • D. Grant a conditional status with no expiry
B. Decide on the evidence whether to continue, revise, stop or expand; one asset's trial does not establish fitness for others — Month three decides on the evidence, and success on one asset does not establish fitness for others. A conditional status without expiry is the indefinite waiver Appendix B forbids.
2. In the first ninety days as Chapter 30 sets them out, what belongs in month one?
  • A. Training the actual users
  • B. Expanding to other assets
  • C. Defining the problem, baseline, authority, sources and constraints, and fixing critical record defects at source
  • D. Deciding whether to continue or stop
C. Defining the problem, baseline, authority, sources and constraints, and fixing critical record defects at source — Month one defines the problem and fixes the record, including simple non-model changes. User training belongs to month two and the continue-or-stop decision to month three.
3. How should the necessary conditions in the acceptance gates be judged?
  • A. Individually, each passing on its own
  • B. By a weighted average across the gates
  • C. By the vendor's benchmark results
  • D. By the sponsor's confidence
A. Individually, each passing on its own — Appendix B says necessary conditions pass individually, not averaged into a favourable score. A weighted average looks rigorous but lets a strong return hide a failed condition.

Today’s Assignment

Assemble Sections 1 to 29 into one signed 90-Day Intelligent Operating Plan for your company, with a one-page summary your executive committee can act on.
  • Assemble all twenty-nine sections in the order set out in this session, noting in one line wherever a later session changed an earlier section.
  • Write the one-page summary: the decision, its owner and authority by role, its forum, scorecard measures with baselines, and the conditions to continue, revise, stop or expand.
  • Set out your company's first ninety days month by month as Chapter 30 does, with dates and owners. If no application is ready for month two, say what you will test instead, or why not.
  • Attach the Appendix B gates with each status and approving authority, and one Appendix C benefits-ledger entry with baseline, comparison method, attribution and status.
  • State the evidence that would lead you to continue, revise, stop or expand, and who decides. Note any consequential work needing longer than ninety days.
  • Sign and date it, and name the commitment you are least confident your company will keep. The summary stays on one page.
YOUR 90-DAY PLAN

The signed 90-Day Intelligent Operating Plan.

How this is marked — the rubric
Sections 1 to 29 assembled in order, consistent, signed and dated20
A one-page summary with decision, owner, authority and scorecard baselines20
The first ninety days month by month as Chapter 30 sets them out20
Acceptance gates with status, and a benefits-ledger entry with baseline and attribution20
Evidence-based conditions to continue, revise, stop or expand, with the decider named20
Total · pass mark 70100
Submitting session 30
Write your answer in Word or Google Docs. The first line must read Session: 30, or the submission is refused. Upload the Word file (.docx), or switch to the Google Doc tab and paste your document’s share link.
Marked against the rubric above and returned as a written letter, saved to your progress page. Do not submit until you have passed the self-check above.
FINAL EXAM

Your Final Exam is sat in this session. 15 questions, of which 3 are rebuilt from questions you got wrong on the practice papers. Sit it once your capstone is submitted.

15 questions · 30 minutes · covers Sessions 1–30 · pass mark 70
Sit the Final Exam →Closed book, no notes, and Coach Ritchie switches himself off while you sit it.
Capabilities Covered
Plan assemblyOperating review designNinety-day executionAcceptance gatingBenefit verificationHonest stopping
Tick it once you have submitted.Sit the Final Exam →
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