Business process outsourcing
Trust, safety and content moderation
Corpshore Emirates runs trust and safety operations from Dubai and Abu Dhabi, moderating text, image, video and audio in Arabic, English and beyond, and enforcing platform policy at scale. This is demanding work that touches distressing material, so wellbeing is designed into the operation from the start rather than treated as an afterthought.
Content moderation protects users and platforms from harm, and it exposes the people doing it to that harm on the platform's behalf. Any honest trust and safety operation has to hold two things at once: consistent, accurate policy enforcement, and serious care for the moderators who apply it. Corpshore staffs both, in the languages a Gulf and wider Arab user base actually posts in.
Arabic moderation is a specialism, not a translation task. Dialect, context and cultural nuance decide whether a post breaches policy or is misread by an automated filter, and getting that wrong at scale erodes trust in either direction. Onshore Arabic-first review teams in Dubai and Abu Dhabi can run alongside larger multilingual capacity in the wider network, so a platform puts native regional judgement on the calls that need it and prices volume review for scale.
What this service covers
Text content moderation
Review of posts, comments, listings, reviews and messages against platform policy in Arabic, English and other languages, with dialect and context read by native reviewers.
Image and video moderation
Review of user-generated imagery and video for policy breaches, with graded exposure controls and tooling that reduces unnecessary contact with the most distressing material.
Audio and live-stream moderation
Review of voice notes, audio content and live streams against policy, with escalation paths for time-sensitive and high-severity events.
Policy enforcement and actioning
Consistent application of the platform's rules, from labelling and age-gating to removal and account action, against a defined and versioned policy set.
Fraud and integrity review
Detection and review of scams, fake accounts, coordinated inauthentic behaviour and prohibited transactions, with case handling and evidence capture.
Appeals and quality review
Second-line review of contested decisions and calibration against a shared rubric, so enforcement stays consistent and reversals are learned from.
Escalation and legal-referral handling
Structured escalation of high-severity content, including mandatory-reporting categories, to the client's trust and safety and legal functions under agreed protocols.
Policy feedback and taxonomy support
Reporting of edge cases, policy gaps and emerging harms back to the client, so the rulebook and any automated filters improve from what reviewers actually see.
How it is delivered from the UAE
Delivered from Dubai and Abu Dhabi in Arabic dialects, English and additional languages, on the coverage model the platform needs including around-the-clock review for live and high-severity queues. Native Arabic reviewers handle regional context while multilingual capacity in the wider network scales volume. Wellbeing safeguards, exposure limits and access controls are part of the operating model, not an add-on.
Small
5 to 15 reviewersA bilingual review pod with a team lead, a quality reviewer and access to wellbeing support, suited to a single content type or a defined policy area.
Mid-market
15 to 60 reviewersDedicated Arabic and multilingual queues with team leads, quality analysts, a policy specialist, a trainer and an embedded wellbeing programme, across several content types.
Enterprise
60 reviewers and aboveA multi-queue, multi-language operation with an operations manager, a governance and policy layer, a dedicated wellbeing and resilience function, a real-time escalation desk and an account director, blended across the UAE and the wider network.
Compliance and data handling
- Personal data handled under UAE Federal Decree-Law No. 45 of 2021 (PDPL), with DIFC Data Protection Law 2020 or ADGM Data Protection Regulations 2021 applied where the client or the processing sits in those jurisdictions, and EU GDPR where a data subject is in the EU.
- High-severity categories, including child-safety material, handled under strict access controls and the client's mandatory-reporting and legal-referral protocols, with exposure limited to authorised reviewers under a defined chain of custody.
- Role-based access, data minimisation and secure review environments, so reviewers see only the content and context an assessment requires and evidence is retained only as policy allows.
- Decision records and audit trails kept to the platform's governance and any applicable regulatory reporting obligations, so enforcement can be evidenced and reviewed.
Technology
- The client's own moderation and case-management platform, operated by our teams
- Queue management, policy-versioning and decision-logging tooling
- Graded exposure controls such as greyscale, blur and muting to reduce reviewer harm
- Consent-gated AI pre-filtering and classification to triage volume, with human review on the decisions that matter
KPIs and reporting
- Decision accuracy against policy. Per queue and per language, against a shared rubric, with calibration and audit sampling.
- Service level and time to action. By severity tier, so high-harm content is actioned within its target window.
- Appeal and reversal rate. Per policy area, so consistency and enforcement quality are tracked and learned from.
- Queue coverage and backlog. By content type and interval, with real-time visibility for live and high-severity queues.
- Reviewer wellbeing and retention. Through wellbeing programme participation, exposure-limit adherence and team retention, reviewed with the client.
Governance cadence
Daily operational huddles, a weekly performance and policy-edge-case review with the client, a monthly business review against the service level agreement and a quarterly strategic review of policy, harms and wellbeing outcomes. High-severity events run their own escalation and post-incident review. Escalation paths, legal-referral protocols and named contacts are agreed at contracting and tested during onboarding.
Industry applications
Technology and startups
Policy enforcement and content review for social, marketplace and community platforms scaling into the region, with native Arabic judgement on regional content.
Retail and ecommerce
Listing, review and seller-integrity moderation, with fraud and prohibited-item detection to keep the marketplace safe and compliant.
Telecommunications
Moderation of messaging and user-generated content across carrier platforms, with high-severity escalation and mandatory-reporting handling.
Government and public sector
Review of public submissions and community channels in Arabic, with data residency, accessibility and clear escalation protocols built in.
Pricing and engagement models
Frequently asked questions
How does Corpshore protect the wellbeing of content moderators?
Wellbeing is built into the operating model. Reviewers work to exposure limits, use graded controls such as greyscale and blur that reduce contact with the most distressing material, and have access to a structured wellbeing and resilience programme. Rotation, breaks and psychological support are part of the design, not an afterthought bolted on later.
Can Corpshore moderate content in Arabic dialects?
Yes. Arabic moderation is treated as a specialism, staffed by native reviewers who read dialect, context and cultural nuance that automated filters and non-native teams routinely miss. Modern Standard Arabic and Gulf, Levantine, Egyptian and Maghrebi dialects are covered, so a policy call reflects what a post actually means rather than a partial translation.
What content types can be moderated?
Text, image, video and audio, including live streams. Corpshore reviews posts, listings, reviews, messages, imagery and voice content against the platform's policy, with graded exposure controls on visual and audio queues and escalation paths for time-sensitive and high-severity events that need immediate action.
How is high-severity material such as child-safety content handled?
High-severity categories are handled under strict access controls and the client's mandatory-reporting and legal-referral protocols. Exposure is limited to authorised reviewers under a defined chain of custody, evidence is retained only as policy allows, and these queues carry the heaviest wellbeing safeguards. Decision records support any applicable regulatory reporting obligations.
How is moderation accuracy and consistency kept high?
Decisions are measured against a shared rubric, with calibration sessions and audit sampling so both sides mark the same way. Appeals run a second-line review, and reversal rates are tracked per policy area so enforcement stays consistent. Edge cases and policy gaps are reported back to the client to sharpen the rulebook over time.
How do human reviewers and automated tools work together?
Automated pre-filtering and classification triage volume, and human reviewers make the decisions that carry judgement or consequence. AI reduces how much low-signal or clearly-safe content a person has to see, which supports both throughput and wellbeing, but the platform's harder calls stay with trained reviewers who understand the policy and the context.
Can trust and safety coverage run around the clock?
Yes. Live and high-severity queues can run 24 by 7, with native Arabic reviewers on regional content during Gulf hours and multilingual capacity in the wider network covering other windows. Time-to-action targets are set by severity tier, so the highest-harm content is actioned within its window regardless of when it is posted.
Is user and case data kept within a compliant environment?
Yes. Personal data is handled under the UAE PDPL, with DIFC or ADGM data protection law applied where relevant and EU GDPR where a data subject is in the EU. Reviewers work in secure environments with role-based access and data minimisation, and decision records and audit trails are kept to the platform's governance and reporting obligations.
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Content moderation and trust and safety roles in Dubai and Abu Dhabi, including Arabic-language positions, are on the jobs board, with wellbeing support built into every team.
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