
Everything this programme rests on, on one page. Print it and keep it in the folder you take to the executive committee. These are the author’s recommended management disciplines, not additional legal duties: use them to examine a real obligation before authorising an investment.
What must we do? Who is responsible? What evidence supports the answer? What happens next? If five departments give five different accounts, the company has a weakness in how it makes decisions. The test of an intelligent PIA programme: execute an obligation reliably, detect an exception early enough to act, and demonstrate what happened.
| # | Framework | The executive test |
|---|---|---|
| 1 | The operating intelligence loop sense → decide → act → learn | Where does the loop break — routing, delegation or funding? AI may detect the break; leadership must repair it. |
| 2 | The data foundation precondition | Does the answer have a source, a scope and a time basis? Readiness is a decision-specific acceptance test, not a programme to clean everything. |
| 3 | The autonomy ladder retrieve → draft → recommend → execute | Each rung is a different authority, earned by its own acceptance decision. Preparing a pack is not permission to submit it. |
| 4 | The value versus risk map | What decision can the output influence? Price risk beyond the fine: lost operating time, delayed cash, failed diligence, damaged confidence. |
| 5 | The sequencing discipline | Obligation and decision first, baseline, data gaps, bounded test, parallel run, then expand. After a rule change, never overwrite silently. |
| 6 | The operations excellence lens | Count obligations completed with accepted evidence. Submitted is not granted; payment initiated is not received; a model draft is not approved. |
| Field | What it holds |
|---|---|
| Identifier and source | A stable reference; instrument, version, passage and approved interpretation |
| Applicability | Entity, activity, asset and period, approved by a specialist — never inferred by a model |
| Trigger and dates | The event or frequency; the legal date and its source kept apart from internal management dates |
| Owner and contributors | The person answerable; the functions providing inputs, each with a completion criterion |
| Evidence and closure rule | The records that prove fulfilment; the obligation closes only when approved evidence meets the criterion |
| Current condition and next decision | Gaps, open interpretation and exposure; the action needing authority now, and who holds it |
Perform, authorise, verify are three different jobs. Rules for approved dates, calculations and status transitions; language models for retrieval, comparison and drafting.
| Event | What it proves | What it does not prove |
|---|---|---|
| Application acknowledged | Receipt | Permission |
| Fee paid | Payment | Satisfaction of every condition |
| Work order closed | Administrative completion | Repair verified, or fitness for service |
| Training attended | Attendance | Authorisation to perform the task |
| Return submitted | Transmission occurred | Receipt confirmed, or acceptance |
| Measurement difference reconciled | A reporting difference explained | Physical product recovered |
Recommended process statuses: proposed · preparing · blocked · ready for review · approved · submitted · receipt confirmed · completed. Overdue is a time condition, not an outcome.
Applicability approved · ownership assigned · evidence complete · on-time accepted completion · open high-consequence exceptions · decision age · resource decisions outstanding · assurance reconstruction · wrong-source incidents · reviewer correction effort · permission control failures · recovery demonstrated · benefit verified.
Report counts beside percentages — four of five is not eighty of a hundred. Define every measure’s denominator, evidence and owner before using it.
| Phase | What happens | Gate |
|---|---|---|
| Days 1–30 | Sponsor and owner appointed; entity, asset, sources and interpretation mapped; decision, evidence chain and manual process defined; baseline recorded; reference cases built; finance brought in | Map, evidence index, workflow, baseline and signed charter |
| Days 31–60 | The smallest useful application — retrieval, comparison or completeness checking — tested on realistic sources, wrong versions, missing conditions, conflicting dates, wrong assets and denied access; manual continuation practised | A readiness decision based on evidence — not a demonstration |
| Days 61–90 | Live work inside the accepted boundary; total effort measured; weekly exception review; criteria never weakened to manufacture success | Scale, narrow, repair or stop |
The twelve leadership commitments: approved applicability · named ownership · controlled sources · dependable identity and time basis · documented decision rights · reproducible calculations · proportionate human review · limited permissions · visible exceptions · tested recovery · measured outcomes · sustained ownership.
| # | Session | Game-plan section |
|---|---|---|
| 1 | Why the PIA Belongs in the Operating Model | Section 1 — Where we are today: the obligation that matters most and the honest answer to the four questions. |
| 2 | The Reader's Toolkit: Six Ideas for the Executive Meeting | Section 2 — The one-page obligation trace and the first fix it needs. |
| 3 | From Legal Text to Operating Decisions | Section 3 — The executable obligation record. |
| 4 | The Intelligent PIA Company: Visible Authority | Section 4 — Sponsor, owners and decision rights. |
| 5 | The PIA-Ready Data Foundation | Section 5 — The evidence index and the data gaps, each with an owner. |
| 6 | The Regulatory Intelligence Engine | Section 6 — The AI role: layers, rules versus model, and the approval boundary. |
| 7 | Licensing and the Asset Lifecycle | Section 7 — The permission dependency schedule. |
| 8 | Measurement and Custody Transfer | Section 8 — The quantity evidence chain and reconciliation rule. |
| 9 | Host Communities, Environmental Evidence and Methane | Section 9 — The stakeholder or environmental evidence chain, and the unsupported claim. |
| 10 | Safety, Supply and the Midstream–Downstream Chain | Section 10 — The critical handoff and where its evidence breaks. |
| 11 | AI Governance for PIA Decisions | Section 11 — The governance record and authority boundary. |
| 12 | Audit Readiness and Controlled Autonomy | Section 12 — The submission package and the agent boundary. |
| 13 | Fiscal Intelligence, Retirement and Nigerian Capability | Section 13 — The honest capital case and the capability we will own. |
| 14 | The Board Scorecard and the Investment Paper | Section 14 — The board scorecard and the decision we will ask for. |
| 15 | The Ninety-Day PIA Game Plan | Section 15 — The assembled, signed 90-Day PIA Game Plan with its executive summary. |
ERW CommandPIA · built on The Intelligent PIA — An Operating Doctrine for AI Leadership and Petroleum Industry Act Execution in Nigeria by Ritchie Wingo. Leadership training, not legal advice. Back to the programme home →