The Oversight Lab's ODPC petition over Meta's Ray-Ban smart glasses, Kenya (2026–ongoing)

On 6 March 2026 The Oversight Lab, the Nairobi-based legal-advocacy organisation founded the previous year by Kenyan digital-rights litigator Mercy Mutemi, filed a formal petition with Kenya's Office of the Data Protection Commissioner (ODPC) asking the regulator to open an investigation into whether Meta's Ray-Ban smart glasses comply with Kenya's Data Protection Act 2019. The petition was filed two days after Kenyan press had picked up Swedish reporting — by Svenska Dagbladet and Göteborgs-Posten in late February 2026 — that contractors at Samasource Kenya (Sama) in Nairobi had been required to review and label un-anonymised footage captured by Ray-Ban Meta glasses, including users undressing, using the toilet, engaged in sexual activity, and displaying bank-card and other financial information on screen. Twenty-five days after the petition, on 31 March 2026, the ODPC announced it had opened a formal own-motion investigation into the Ray-Ban Meta product line, taking up the privacy and AI-training concerns The Oversight Lab had raised.

Campaign actors and the petition's substance

The petition was filed in The Oversight Lab's own name, with more than 150 organisations and individuals signing a supporting letter, including the Africa Tech Workers Movement, through which a number of the Kenyan data labellers who had reviewed Ray-Ban Meta footage at Sama are organised. The Oversight Lab told the ODPC it was in contact with data labellers who handled the material and were willing to provide evidence to the regulator anonymously, and asked the regulator to examine the matter under Sections 8 and 9 of the Data Protection Act 2019 — the provisions that ground the ODPC's own investigative mandate — with a requested 90-day timeline for the investigation to conclude.

Substantively the petition put four questions to the regulator. First, whether the people whose images and conversations were captured by Ray-Ban Meta glasses had consented to that material being used to train Meta's AI systems. Second, whether the glasses' design enabled covert recording — that is, whether the recording indicator could be defeated or rendered ineffective in practice. Third, whether the cross-border transfer of footage from Ray-Ban Meta users worldwide to Sama's annotation teams in Nairobi had been carried out with the safeguards the Data Protection Act requires for international data transfers. Fourth, whether the data-protection impact assessments the Act requires before high-risk processing had been completed for the Ray-Ban Meta pipeline. Mutemi framed The Oversight Lab's position publicly: "We are deeply concerned by the development of harmful technology through exploitation of vulnerable communities" and, on the day the ODPC announced its investigation, "We ask that the investigation be done openly… noting that Kenyans are now more than ever keen on being involved in regulatory processes dictating their digital future".

The petition's distinctive move was to frame two harms — non-consensual recording of third parties by glasses users, and traumatic exposure of Kenyan data labellers to that recorded material — as a single data-protection question. Both arms of the harm, the petition argued, sit inside an AI-training pipeline that Meta operates and that the ODPC has jurisdiction over to the extent that the processing happens on Kenyan soil. Kenyan press characterised the structure as a "privacy loop" in which globally captured footage was routed to Nairobi for review by workers who themselves had no mechanism to flag or refuse material they believed had been recorded without consent, and no way to contact the people in it.

Status

The ODPC's 31 March 2026 announcement opened the investigation formally and on its own motion, citing the privacy concerns and AI-training questions The Oversight Lab had raised. As of September 2026 the investigation remains open; no enforcement decision, public findings, or remedial order has been issued — the 90-day timeline The Oversight Lab had requested elapsed by late June 2026 without published conclusions. The Kenyan press, the Africa Tech Workers Movement, and The Oversight Lab have continued to treat the petition as the opening move of a longer regulatory line of work, particularly after Meta's abrupt 16 April 2026 termination of its Sama data-annotation contract covering 1,108 workers, which The Oversight Lab described as "devastating".

Meta's corporate response since the investigation opened has run on two tracks. On the product side, Meta released mandatory firmware Version 26 on 7 July 2026, disabling the Ray-Ban Meta camera when the privacy LED is physically tampered with — a tamper-detection camera-kill the company described as without precedent in consumer wearables. In late July 2026, Instagram head Adam Mosseri announced a policy removing accounts that post harassment videos filmed with smart glasses, under which the platform deactivated multiple accounts with more than one million followers each. A California class-action against Meta and EssilorLuxottica (Ray-Ban's parent company) was filed in the Northern District Court in March 2026, seeking damages for consumer protection violations relating to undisclosed AI training use of footage.

A legislative front has opened alongside the data-protection investigation. After the September 2024 Court of Appeal ruling that Meta could be sued domestically, the Kenyan President announced on 9 December 2024 plans to amend employment law to protect outsourcing companies from lawsuits. A Business Laws (Amendment) Bill passed the Senate with a provision making BPO agents — not the principal tech companies — solely liable for labour violations. The Oversight Lab and the Africa Tech Workers Movement, alongside 36 tech workers, filed a constitutional petition to quash the bill in September 2025. On 10 June 2026, Kenya's High Court dismissed the petition as premature (Justice Bahati Mwamuye), noting that constitutional challenges could be renewed upon enactment; the bill remained pending before the National Assembly as of September 2026.

Internationally, the UK Information Commissioner's Office wrote to Meta in March 2026 calling the Swedish reporting "concerning" and seeking Meta's account of its data-protection compliance — a step short of opening a formal investigation.

Significance for the broader AI-good movement

The petition is the corpus's first mapped instance of a regulatory challenge to a Big Tech wearable framed on its downstream AI-training pipeline rather than its consumer-facing functionality. The substantive thesis — that an AI-training pipeline whose annotation stage sits inside Kenya is, at the annotation stage, a Kenyan data-processing operation subject to Kenyan data-protection law — extends the strategic-litigation method that Foxglove and Mutemi's Nzili & Sumbi Advocates had developed against Meta in the content-moderation cases (Daniel Motaung 2022; the 185 former Facebook moderators 2023; the Tigray hate-speech amplification petition 2022) from a Kenyan-court, labour-law, and constitutional-petition register into a regulator-led data-protection one. Where those earlier cases tested whether Meta could be sued domestically through its outsourcing arrangements, the Ray-Ban Meta petition tests whether a Kenyan regulator can be persuaded to assert jurisdiction over an AI-training pipeline that begins with consumer products sold elsewhere.

The petition is also the first publicly visible instance in which Oversight Lab Africa — founded in 2025 specifically as a standing institution able to bring this kind of work case-by-case-no-longer — has converted a regulatory ask into a formal investigation, and the first instance in which a coalition mediated through the Africa Tech Workers Movement has fed evidence into a Kenyan regulatory process at this depth. The combination — a Global-South-led legal-advocacy organisation, a tech-workers' movement organising the affected annotators, and a Kenyan regulator willing to act on its own motion — is the strategic template the campaign appears to be building toward; whether the investigation produces enforceable findings will determine how durable that template turns out to be.