Telecommunications
Validation: UnvalidatedNetwork scale, thin margins, and infrastructure the country depends on
Operators generate more operational telemetry than almost any other sector, which makes AI proposals easy to justify in principle and hard to justify in particular. The assessment concentrates on whether the data actually supports the claimed outcome, whether the network can tolerate an automated action, and whether the benefit is attributable to the system rather than to the work around it.
Pack version 1.0.0, maturity foundation. 17 functions, 51 processes, 59 use case families, 24 questions, 8 hard gates, 12 risk patterns, 0 controls, 0 alternatives, 46 kpis, 0 financial templates, 0 implementation patterns, 5 assessment templates.
What the telecommunications pack assesses →Banking and Financial Services
Validation: UnvalidatedWhere model governance decides what is deployable
Banks have run quantitative models under supervision for decades, so the question is rarely whether a model can be built. It is whether the model can be governed, explained to a customer, defended to a supervisor, and monitored for drift by people who are accountable for it. The assessment weights those constraints heavily.
Pack version 1.0.0, maturity foundation. 17 functions, 32 processes, 32 use case families, 20 questions, 10 hard gates, 12 risk patterns, 0 controls, 0 alternatives, 30 kpis, 0 financial templates, 0 implementation patterns, 5 assessment templates.
What the banking and financial services pack assesses →Oil, Gas and Energy
Validation: UnvalidatedWhere a wrong action has physical consequences
Energy is the sector where the gap between an analytical recommendation and a control action matters most. Advising a human is a different proposition from actuating a valve, and the assessment treats them as different decisions with different gates, even when the underlying model is identical.
Pack version 1.0.0, maturity foundation. 17 functions, 40 processes, 32 use case families, 20 questions, 8 hard gates, 12 risk patterns, 0 controls, 0 alternatives, 34 kpis, 0 financial templates, 0 implementation patterns, 5 assessment templates.
What the oil, gas and energy pack assesses →Government and Public Sector
Validation: UnvalidatedWhere a citizen must be able to contest the decision
Public bodies exercise powers over people who cannot take their business elsewhere. That changes what automation is legitimate. The assessment gives weight to administrative fairness, the right to an explanation, the route to challenge a decision, and the public record — obligations that exist regardless of how well a model performs.
Pack version 1.0.0, maturity foundation. 18 functions, 40 processes, 28 use case families, 20 questions, 10 hard gates, 12 risk patterns, 0 controls, 0 alternatives, 22 kpis, 0 financial templates, 0 implementation patterns, 5 assessment templates.
What the government and public sector pack assesses →Healthcare
Validation: UnvalidatedAdministrative and clinical settings are not the same decision
Most proposals in healthcare are administrative — scheduling, coding, correspondence, capacity — and most of the difficulty comes from proposals that quietly cross into clinical territory. The assessment draws that line early and explicitly, because the obligations on either side of it are entirely different.
Pack version 1.0.0, maturity foundation. 17 functions, 33 processes, 28 use case families, 20 questions, 10 hard gates, 12 risk patterns, 0 controls, 0 alternatives, 25 kpis, 0 financial templates, 0 implementation patterns, 5 assessment templates.
What the healthcare pack assesses →