20 AI use cases for an African public institution
· BEXTIO
A public institution does not need to begin with a large technology programme.
It can begin by identifying activities where information volume, repetition or fragmented knowledge creates measurable friction.
Here are 20 AI use cases that can be assessed according to each institution’s context. 1.
Internal procedure search.
Find an instruction, procedure or note quickly within an authorized corpus. 2.
Document assistant.
Answer questions while citing the institutional sources used. 3.
Case-file summarization.
Produce a structured first summary for validation by an employee. 4.
Document comparison.
Identify differences between two versions of a policy, procedure, contract or text. 5.
Meeting preparation.
Turn several documents into an agenda, decision points and open questions. 6.
Assisted minutes.
Structure meeting notes and prepare a draft record. 7.
Briefing-note preparation.
Generate a first outline from already validated information. 8.
Repetitive correspondence.
Prepare draft responses for frequent requests. 9.
Case-file classification.
Route documents to the appropriate category or process. 10.
Completeness checks.
Identify missing documents according to a checklist. 11.
Information extraction.
Extract dates, references, entities, amounts or useful fields from documents. 12.
Internal HR assistant.
Help staff find authorized HR rules, procedures and administrative information. 13.
Programme or project assistant.
Consolidate progress, risks, actions and deadlines. 14.
Citizen-feedback analysis.
Group requests or complaints by theme to identify recurring pain points. 15.
Public-service assistant.
Provide first-level information from validated content with human escalation. 16.
Regulatory or documentary corpus analysis.
Identify themes, obligations, differences or references within a defined set of texts. 17.
Documentary monitoring.
Flag new or changed documents relevant to a specific domain. 18.
Internal-control support.
Check the presence of supporting documents or documented process steps without replacing the control function. 19.
Narrative dashboard support.
Turn indicators into a readable management summary. 20.
Institutional knowledge capture.
Convert reports, lessons learned and project documents into reusable knowledge.
Not all use cases should be governed in the same way.
An internal assistant working only on non-sensitive public documents does not create the same risk as a system that influences a decision affecting a person, benefit, control or right.
Before selecting a project, BEXTIO recommends assessing at least six dimensions: expected value, feasibility, availability of data or documents, risk level, adoption capacity and measurability.
The best first project is not necessarily the most impressive.
It is the one that can produce useful evidence quickly, within a controlled scope and with clear human accountability.