Following years of citizen mistrust of election management bodies and perceived lack of transparency, the use of biometric technology such as people’s physical and behavioural characteristics in political processes has swept across Africa. As Zimbabwe heads for general elections, constitutionally due in 2023, the campaign season will soon be in full swing. The country held by elections on March 26, 2022, which saw the opposition party Citizens Coalition for Change (CCC) bagging 22 out of the 28 National Assembly seats. Although these by elections were a litmus test of the main election set for next year, what role is artificial intelligence expected to play in shaping political outcomes? As voting day approached, a number of anomalies related to the voters’ roll were picked up and made public by civil society organizations, raising concern about the credibility of biometric voter data storage. These include allegations of manipulation of the voters roll by moving up to 177,000 voters to new constituencies and unsanctioned changes to at least 156 polling stations. The fact that some of these technologies do not exclusively rely on internet transmission protocols to transmit and store data makes it incumbent upon African governments to adopt a broad approach to controls that address all information security breaches. In the past 32 years, almost all of Zimbabwe's elections have been beleaguered by accusations of voter intimidation, vote rigging and violence. In the run up to the March 26 by elections, a familiar narrative thread of voter data manipulation was raised by the CCC and civil society organizations. The Zimbabwe Electoral Commission (ZEC) claimed that almost everything was above board and that the voters roll was constantly being updated. This lack of transparency not only corrodes confidence in biometric technology but it also frustrates the credibility and audit of such technology’s technical functionality. In 2018, Zimbabwe entered into a strategic cooperation partnership with Chinese start up CloudWalk Technology, under which the government would gain access to a facial recognition database that it could use for all kinds of purposes. These uses would range from easier policing under the Smart cities initiative to tracking down political dissidents among others. In return, China gains access to this database of Zimbabwean citizens in order to train its algorithms and improve the ability of its surveillance systems to recognize darker skinned tones. The agreement is being implemented in stages and will soon reach development of camera and network infrastructure in Zimbabwe. AI driven facial recognition software has historically had difficulties with recognizing such skin tones and with this harvesting of Zimbabweans’ personal data, China will gain a globally competitive edge in the AI market. As Zimbabwe’s electoral history will prove, information security breaches remain a regular threat. For instance, as the 2018 elections drew closer, the ZEC refused to give the then dominant opposition party, MDC Alliance, access to the voter’s roll stored in its servers arguing that such access could compromise security of sensitive data. Addressing the media, ZEC Chairperson Priscilla Chigumba said that the 2018 elections could not be rigged as Zimbabwe’s voting system was tamper-proof, for the reason that all citizens’ personal data they had collected under the biometric registration process was housed in a consolidation server. She added that those servers had very strict protection files and un-hackable access level passwords. Despite this statement by the ZEC head, some voters received targeted campaign text messages from the ruling ZANU PF party, sparking alarm that the commission had availed voters’ data to the ruling party. ZEC responded to the allegations by admitting that its database had been hacked. In an interview, Assistant Professor for Security Studies at the Africa Centre for Strategic Studies, Nate Allen said the problem is not so much the technology itself but the choices that repressive regimes make in employing the technology and for what purposes. “Naturally, authoritarian regimes are going to be interested in biometric technology for a lot of the wrong reasons, to closely monitor the movements of the political opposition, to harass, detain and potentially intimidate voters and activists, potentially to enable the selective sanctioning or punishment of those who don't adequately support the regime,” Allen told Global Voices. He noted that one of the biggest problems so far with the roll out of biometrics across Africa is that it is really challenging to collect biometric data on every citizen.