AI delivery
Intelligent automation
Corpshore Emirates automates document-heavy and repetitive work from Dubai and Abu Dhabi, combining intelligent document processing, robotic process automation and the human oversight that keeps automation safe. The service handles Arabic and English documents and workflows, and pairs the automation with the operations teams that run the exceptions it cannot.
Automation fails most often not in the demo but in the exceptions. A bot handles the clean case and stalls on the Arabic invoice, the scanned contract or the edge that no one specified. Corpshore builds automation with the exception path designed in from the start, and staffs the human-in-the-loop review that keeps a process running when the model is unsure. Automation and operations are delivered together, not sold as separate problems.
The work spans intelligent document processing for Arabic and English documents, robotic process automation across systems, and automation of contact centre and back office workflows. Regulated and Arabic-first work stays onshore in Dubai and Abu Dhabi, with the wider Corpshore AI network behind it for scale. The result is a process that is faster and cheaper to run, with a clear record of what the automation did and where a human stepped in.
What this service covers
Intelligent document processing
Extraction, classification and validation of data from invoices, contracts, forms and identity documents in Arabic and English, including scanned and low-quality images, with confidence-based routing to human review.
Robotic process automation
Automation of rule-based tasks across systems that lack integration, so data moves between platforms without manual re-keying or swivel-chair work.
Contact centre workflow automation
Automation of after-call work, case creation, data lookup and routine responses, so agents spend time on the interaction rather than the admin around it.
Back office workflow automation
Automation of finance, HR and administration processes such as data entry, reconciliation, onboarding steps and status updates, with exceptions handled by an operations team.
Human-in-the-loop review
A trained review team that handles the cases automation flags as uncertain, so accuracy holds and the automation keeps learning from corrected exceptions.
Process discovery and design
Mapping a process before automating it, so effort goes to the steps that repay automation and the exception path is designed rather than discovered in production.
Automation monitoring and control
Monitoring of automated processes with logging, exception dashboards and a control point, so a broken or drifting automation is caught and paused rather than running unnoticed.
Straight-through processing
Wiring validated automation end to end so a clean case completes without human touch, while uncertain cases route to review, with the split measured and tuned over time.
How it is delivered from the UAE
Delivered from Dubai and Abu Dhabi for Arabic-language and regulated document work, with the wider Corpshore AI network behind it for scale and after-hours exception handling. Engagements run as a managed automation service or a dedicated team, pairing the build with the operations staff who run exceptions, in Arabic and English.
Small
3 to 10 specialistsA pod of an automation engineer, a process analyst and reviewers, suited to automating a single document flow or workflow with human-in-the-loop review.
Mid-market
10 to 40 specialistsA delivery team with automation engineers, a solution lead, a review and exceptions operations team and a quality lead, across several document types and workflows.
Enterprise
40 specialists and aboveA programme with a delivery manager, multiple automation squads, an ML-ops and monitoring function, a larger exceptions operations layer and an account director, blended across the UAE and the wider network.
Compliance and data handling
- Personal and financial data in automated processes 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 there.
- Cross-border movement of documents and data for processing governed by a documented basis and data-handling agreement, with EU GDPR applied where data subjects fall under it.
- Audit logging of automated actions and human interventions, so a regulated client can evidence what the automation did, where a human stepped in and why.
- Role-based access, data masking and secure document handling, so review teams and automations see only what the task requires, with Central Bank of the UAE expectations met for regulated financial workflows.
Technology
- The client's own automation, document-processing and workflow platforms, operated by our teams
- Intelligent document processing and optical character recognition tooling for Arabic and English
- Robotic process automation and orchestration tooling
- Automation monitoring, logging and exception-dashboard tooling
KPIs and reporting
- Straight-through processing rate. Share of cases completed without human touch, by document type and workflow, trended over time.
- Extraction and processing accuracy. Against a validated sample, by document type and language, including Arabic.
- Exception handling turnaround. Time to clear cases routed to human review, against the agreed service level.
- Automation throughput. Volume processed per workflow, per shift and per period, against forecast.
- Rework and error rate. Share of automated outputs later corrected, trended to show tuning effect.
Governance cadence
Daily operational monitoring, a weekly review of throughput, accuracy and exceptions with the client, a monthly business review against the service level agreement and a quarterly review of the automation roadmap. Automation changes are versioned and validated before they go live, so a change can be traced if accuracy shifts.
Industry applications
Banking and financial services
Automated document processing for onboarding, KYC and loan files in Arabic and English, with human review on exceptions and Central Bank-aligned audit logging.
Logistics and trade
Extraction and validation of shipping, customs and trade documents, with straight-through processing on clean cases and review on the rest.
Real estate and proptech
Automation of contract, tenancy and document workflows, in Arabic and English, with exceptions handled by an operations team.
Government and public sector
Arabic-first document processing and workflow automation with data residency, audit logging and human oversight built in.
Pricing and engagement models
Frequently asked questions
What does intelligent automation cover here?
It covers intelligent document processing, robotic process automation and the automation of contact centre and back office workflows, in Arabic and English. It also covers the human review that handles exceptions, because automation that has no exception path stalls the moment it meets a case no one specified.
Can you process Arabic documents, including scanned ones?
Yes. Document processing handles Arabic and English, including scanned and low-quality images, with confidence-based routing so uncertain extractions go to a human reviewer. Arabic document work is delivered onshore from Dubai and Abu Dhabi, where native readers handle the exceptions the model is unsure of.
How do you stop automation failing on exceptions?
The exception path is designed from the start, not discovered in production. Cases the automation flags as uncertain route to a trained review team, accuracy holds on the clean cases, and corrected exceptions feed back so the automation improves. Build and operations are delivered together for exactly this reason.
What is straight-through processing and how much can we expect?
Straight-through processing is a case completing end to end without human touch. The achievable share depends on document quality and workflow complexity, so it is measured per document type and tuned over time rather than promised as a fixed number. Uncertain cases always route to review.
Will we have a record of what the automation did?
Yes. Automated actions and human interventions are audit-logged, so a regulated client can evidence what the automation did, where a person stepped in and why. For financial workflows, logging is configured to Central Bank of the UAE expectations and the client's own regulatory position.
Do you build on our automation platform or your own?
Either. Teams work in the client's automation, document-processing and workflow platforms where those are set, and bring category-standard tooling where they are not. We do not claim named vendor partnerships. The choice follows your stack and security position rather than a template.
How is our data protected in automated processes?
Data is handled under the UAE PDPL and, where relevant, DIFC or ADGM law and GDPR, with role-based access, masking and secure document handling so teams and automations see only what the task requires. Cross-border processing runs on a documented basis and data-handling agreement.
How is an automation project scoped?
It starts with process discovery, mapping the process before automating it, so effort goes to the steps that repay automation and the exception path is designed. A pilot on one document type or workflow proves the accuracy and the straight-through rate before the automation is scaled.
Related services
Automation engineer, process analyst and document-review roles across the UAE and the wider network are on the jobs board.
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