Strategic Advisor · Public-sector modernisation & delivery · National vehicle registration, driver licensing and secure credentials · 30 years across Africa
If AI takes over more entry-level desk work, government has a particular problem.
Junior roles are where officials learn how the rules, records and exceptions actually work. Automate the tasks by all means, but keep a deliberate path for people to build that judgement.
@fchollet The same applies to training public servants. AI that hands people the answer doesn't build judgement. Tools that make them explain their reasoning, then check it, build capability that lasts when the tool changes.
@GeorgeObuntsgf From what I see, the tightest constraint is governance: who owns a service end to end. The rails exist. Delivery scores slip when back offices, data quality and feedback loops don't keep pace with the digital front end.
@ECA_SRO_EA@EuniceKamwendo 14 days down to 5.6 is a strong result. For replication, the lesson is less the tracking tech than shared data standards and agreements between revenue authorities. Those take longest to negotiate, and they make it work across borders.
@eGovFoundation The platform is the easy part. Grievance systems work when each complaint has an owner, escalation rules are clear, and resolution data feeds budget decisions. Without that, a portal just digitises the queue.
@Abramjee 753 branches in eight months is a real delivery result. Using channels citizens already visit beats building new offices. The next test is the back office: time from application to collection, and how fast record errors get fixed.
@WorldBankAfrica@WorldBankGroup@MoCTI_SL Good to see a diagnostic built with local voices. The real test comes after the report: a named owner in government, a budget line, and the basics fixed first. In most public institutions, AI readiness is really data and records readiness.
From archiving work in Uganda: scanning is the easy part of digitisation.
The real work is deciding what to keep, indexing it so people can find it, and making sure the digital copy counts as the official record.
Worth remembering as #UIW2026 talks e-government this week.
@mybroadband Any demerit system lives or dies on the data behind it: accurate licence and vehicle records, reliable notice delivery and adjudication that keeps up. Publishing a proper evaluation against a baseline before national rollout would settle the evidence question.
@MOH_Kenya Turning health data into action starts with trustworthy records: unique patient IDs, digitised files and facilities that can share data under clear rules. Get that layer right and AI tools have something reliable to work with. Good to see this on the agenda.
@WorldBankGroup Agree. In many developing economies the binding constraint isn't the model, it's the data underneath: paper records, siloed registers, patchy connectivity. Funding that groundwork is the least glamorous and most reliable way to make AI pay off for people.
@NITAUganda1@Manijulian1@StartupUganda_@NITAUgandaED@MoICT_Ug@GCIC_Tech Procurement as an instrument of innovation is the one I'd underline. Most public tenders still buy a fixed spec from whoever already has references. Outcome-based specs and smaller first contracts are how local firms get a foot in and a track record.
Every licensing or registration programme I have run eventually hit the same wall: not the technology, but who owns the data record. Fix ownership in month one, not month eighteen.
@ntsa_kenya Agreed. A licence and a roadworthiness record only protect people when they are linked. If one check shows the driver, the vehicle and the operator's compliance history, the gaps PSV reforms target become much harder to exploit. #PSVReformsKE
Modernising national vehicle registration and driving licence systems is a governed national programme, not a software purchase.
Ciber Consulting’s new guide covers the decisions between policy and procurement.
Read the guide:
https://t.co/emYML5pTGC
For those working on public-sector modernisation: which causes more delivery delays in your experience—procurement, unclear ownership, or poor data? What has actually helped?
@honkabogo Interoperability is the piece that matters most. Estonia's lesson isn't the apps, it's agreed data exchange between registries plus a legal basis for reuse. If Kenya gets that layer right, digital ID and e-services build on it rather than around it.