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Create a product or operational workspace with the modules, permissions and review screens your team needs.
AI and machine learning services · Dubai & UAE
Control Shift builds AI software, integrates it into existing systems and automates supervised workflows for UAE businesses. Start with the work your team needs to complete, the records it relies on and the decisions that should stay with people.
Discuss your AI projectCreate a product or operational workspace with the modules, permissions and review screens your team needs.
Add AI search, document understanding or draft assistance to an existing ERP, CRM, website or app.
Connect an agreed trigger to a bounded task, a reviewable system update and a human approval or handover.
Build custom agents with company knowledge, connected tools, permissions and approval workflows.
Connect intake, validation, review and system updates across an existing business process.
Capture invoice data, review exceptions and connect to your selected accredited provider.
Scope an AI accounting workspace for accounts payable, expense review, bank reconciliation and financial reporting. Keep source transactions beside proposed matches and explanations.
Add an ERP AI assistant for approved record search, exception summaries and draft actions. An AI-powered ERP workspace should distinguish a suggested purchase, stock adjustment or journal from an authorised transaction.
Build a sourcing workspace with RFQ intake, tender analysis, quotation comparison, vendor records and spend analytics. Keep original quotation pages beside normalised comparison rows.
Scope AI CRM modules for explainable lead scoring, account summaries, proposal drafts and a sales assistant. Show missing qualification fields instead of inventing customer intent.
Create an AI helpdesk with conversation history, ticket classification, knowledge retrieval and agent handover. An omnichannel assistant should preserve the original question and the actions already attempted.
Build an Arabic and English AI voice agent for inbound enquiries, lead qualification, appointment requests and call summaries. Connect the conversation to CRM records, calendars and a clear staff handover.
Build a WhatsApp AI agent with structured intake, conversation summaries and a shared review queue. Separate a proposed booking or order from an accepted transaction.
Build a bilingual Arabic-English chatbot with language-aware retrieval, clarification prompts and human handover. Website assistants should point to approved service information, not improvise commitments.
Create intelligent document processing with Arabic OCR, field extraction, document classification and report drafts. Reviewers should see original pages and proposed values together.
Build a RAG chatbot and internal AI assistant that retrieves approved documents with citations. A private business assistant needs permission-aware search, document ownership and an update process.
Add a focused AI feature to an existing app: document-assisted search, draft responses, record classification or a review assistant. Define the useful user action before choosing a model.
Scope AI mobile apps, web apps and SaaS products around one useful journey. An AI MVP needs the interface, backend, evaluation examples and review controls, not only a prompt box.
Scope an AI real-estate CRM, property matching workspace and off-plan enquiry pipeline. Property-management modules can organise rent reminders and maintenance requests; listing descriptions remain editable drafts.
Add BOQ extraction, tender comparison, project-report drafts and variation-order analysis to construction workflows. Procurement assistance can prepare quote comparisons, while risk alerts flag missing approvals or cost exceptions under agreed rules. Keep quantity and estimate proposals traceable to their source revision.
Scope AI TMS and warehouse assistants for freight-quote preparation, inventory forecasting and shipment questions. Forecasts should display their inputs and uncertainty rather than imply guaranteed demand.
Scope AI dispatch software with route proposals, capacity constraints and delivery ETA prediction. Show why an assignment changed and which stops still need dispatcher attention.
Scope clinic and dental administration tools, medical-scribe drafts and claims-document work queues. Clinical documentation remains a draft until the responsible clinician reviews it.
Scope an AI hotel concierge, guest-messaging queue and review-response drafts. Travel-agency modules can prepare itinerary options and tour-booking requests from approved availability.
Build a short-term rental operations workspace with guest-message drafts, turnover tasks, maintenance queues and reviewed pricing recommendations.
Scope a product recommendation engine, shopping assistant and Arabic product-description drafts. Add inventory forecasting and reviewed pricing suggestions only when the underlying product data is reliable.
Scope an AI ATS, interview coordination workspace, onboarding assistant and policy chatbot. Workforce scheduling and payroll preparation should surface exceptions for authorised reviewers.
Scope workout-planner and personal-trainer apps, coach dashboards, gym booking and member-retention workflows. Sports performance and form-feedback features need carefully defined evaluation and coach oversight.
Scope AI POS assistants, phone and WhatsApp ordering, reservation intake and food-cost review. Demand forecasts and menu-engineering suggestions should remain explainable to the operator.
Scope AI LMS modules, tutor apps, Arabic learning support, corporate training and admissions assistance. Exam generation and grading should produce editable drafts and reviewable suggestions.
Scope fraud-review queues, KYC document intake, loan-processing workspaces and investor-report drafts. Wealth and family-office tools can organise approved records without making investment decisions.
Scope broker CRM assistance, policy extraction and claims-processing review. Underwriting workspaces and motor-damage image review should expose evidence and uncertainty.
Scope Arabic legal document search, case-management assistance, contract comparison and drafting workspaces. Research outputs should cite retrievable sources and show unresolved questions.
Scope AI CAFM assistance, technician knowledge search, work-order intake and maintenance-pattern analysis. Predictive maintenance needs usable asset history, not just a model label.
Scope dealership CRM assistance, garage booking, inspection capture and reviewed used-car pricing comparisons. Rental teams can add handover summaries to their existing rental system.
Scope an AI salon receptionist, spa scheduling workspace and reviewed client-retention messaging. Aesthetic-clinic CRM features should stay within administrative scope.
Scope AI MES assistance, production planning and maintenance-review queues. Visual quality inspection starts with a documented defect definition and representative images.
Scope energy-management review, solar-forecast dashboards, EV charging support and HSE incident intake. Oil-and-gas and ESG reporting workflows require clearly defined source boundaries.
Scope shipping-document automation, vessel-maintenance review and yacht-charter enquiry intake. Keep commercial booking workflows separate from vessel safety decisions.
Scope AI MRO document search, maintenance-record preparation and crew-roster review. Assistive tools should highlight constraints and evidence gaps rather than authorise operations.
Scope incident-review queues, guard-patrol reporting and visitor-management assistance. CCTV analytics must have a defined, lawful operational purpose and evaluation process.
Scope a ticketing chatbot, attendee-support queue and check-in assistance. Start with ticket or QR-based verification rather than making facial recognition a default requirement.
Scope an Arabic AI chatbot for approved service information and document-digitisation review. Separate public guidance from restricted case records.
For the engineering of tool-using assistants, see our AI agent development service. This directory helps choose a business workflow; the agent service explains the implementation approach.
Start with the workflow and the systems your team already uses. An integration is often appropriate when those systems have usable interfaces. A new platform makes sense when the required user journey or controls do not exist.
Choose a repetitive task with available data, a clear owner and a measurable review process. Document intake, request routing and draft preparation are examples. Agree what success and failure look like before expanding.
Limit the first release to a useful workflow, reuse available interfaces and separate essential features from later additions. Data cleanup, integrations, language requirements and human approval steps determine scope.
Both languages can be scoped and evaluated with representative inputs and bilingual reviewers. Terminology, dialects and document quality need evaluation; no blanket language accuracy is promised.
The scopes described here use AI to prepare drafts, organise evidence and identify exceptions. Authorised people approve consequential financial, clinical, legal, employment and operational decisions.
They describe service capabilities and proposed workflows. Named integrations, hosting requirements and evidence of completed work are confirmed for the project. No certification, vendor partnership or regulatory approval is implied.
Tell us where the task starts, which systems it touches and who approves the result.
Plan an affordable AI scope