Budget is not the variable that predicts success
An institution at maturity Level 1 with a five million dollar technology budget will produce roughly five times the failed pilots of an institution at Level 2 with a five hundred thousand dollar budget and defined evidence rules. Budget size does not predict whether a digital initiative survives contact with production. Governance maturity does.
The TDII Maturity Model gives that maturity a name and five levels. Most African institutions, based on available GovTech maturity assessments and observed implementation patterns, sit between the first two.
Level 1: Experimental
Digital pilots exist with no governance layer around them. Technology decisions are effectively made by the vendor, not the institution — because the institution has not defined evidence rules, ownership, or graduation criteria that would let it make those decisions itself. Every pilot at this level is a fresh start. Nothing learned from the last one carries forward, because nothing was ever captured in a form the next pilot could inherit.
Level 2: Repeatable
Governance exists and can be consistently applied. Evidence rules are documented. Ownership is assigned to a named entity, not diffused across IT, operations, and policy. This is the level where an institution stops relitigating the same basic questions — who owns this, what counts as evidence, how do we know if it worked — on every new initiative.
Level 3: Operational
Digital tools support day-to-day decisions, not just pilot demonstrations. Staff use dashboards to make operational choices, and the outputs behind those dashboards are auditable — someone can trace a number back to where it came from. This is the level where the system stops being a showcase and starts being infrastructure.
Level 4: Institutional
Digital capability is embedded in policy and operations. Decisions reference evidence lineage as a matter of course, not as a special request from an auditor. Procurement itself requires governance readiness before it will fund scale — meaning the institution has made governance a gate, not an afterthought.
Level 5: Adaptive
Evidence continuously improves institutional decision-making. The institution learns faster than its environment changes, and measurement genuinely closes the loop back into the evidence base. Very few institutions operate here consistently, and the ones that do treat it as an ongoing practice, not a status they achieved once and kept.
The path up is governed, not budget-driven
Moving from Level 1 to Level 2 does not require more technology. It requires documenting evidence rules and assigning ownership before the next pilot starts, not after it either succeeds or quietly stalls. Every level above that follows the same pattern: the constraint is institutional discipline, not procurement capacity.
Most institutions can locate themselves on this model in a single honest conversation. The harder part is agreeing, before the next initiative begins, on what would actually move the needle from one level to the next — and holding the institution to it once the initial enthusiasm for a new pilot arrives.