Enterprise AI Solutions for Businesses in the Middle East

FDE e-KHOOL Middle East AI Services From AI Challenges to Practical Business Solutions Practical AI Cost Implementation AI services for enterprises, growing businesses and technology startups AI Agents UAE · Saudi Arabia · Qatar · Kuwait · Oman · Bahrain Private AI

The gap between AI ambition and deployment Organizations commonly face practical hurdles when moving from AI interest to a working business solution. Unclear use cases Where will AI add real business value? Existing systems AI ambition Business goals and ideas Integrating with current tools and workflows Data and governance Controlling access, privacy and risk Pilot or proof of concept Early testing and validation Infrastructure and cost Compute, cloud and operating spend Adoption and oversight Testing, monitoring and human review Working business solution Deployed, governed and in use Hurdles can appear at any stage e-KHOOL Middle East AI Services

Five AI services, one practical approach Support across the AI journey, from translating requirements to running AI efficiently. 01 02 03 04 05 Forward Deployed Engineer Services AI Implementation Services Private AI Development AI Agent Development AI Cost Optimization Engineers working Practical planning Organization- Task-focused Efficient AI alongside your and rollout of AI specific AI with agents for multi- infrastructure and teams solutions governed step workflows operations deployment Scope and combination of services are defined around each project's requirements. e-KHOOL Middle East AI Services 3

Forward Deployed Engineer Services Engineers who work close to your teams to turn business requirements into practical technical solutions. • Understand business and technical requirements • Work closely with customer teams Business stakeholders Goals, processes, constraints • Build and implement tailored solutions • Address real world deployment challenges • Connect business needs to engineering execution Forward deployed engineer Translates, builds, adapts ILLUSTRATIVE EXAMPLE An engineer joins an operations team to turn a workflow requirement into a working, integrated solution. Engineering and delivery Build, integrate, deploy e-KHOOL Middle East AI Services 4

AI Implementation Services A structured way to move from promising use cases to AI that fits your systems and business. 1 Identify 2 Assess Suitable use cases Systems and workflows Shortlist business 4 Align 5 Evaluate Integration and deployment Business requirements Performance and adoption Review current Define how the Keep technical Check results and problems where AI tools, data and solution connects choices tied to practical use by may add value processes and is rolled out business needs teams ILLUSTRATIVE EXAMPLE 3 Plan A team narrows a long list of AI ideas to one or two priority use cases, then plans how they fit existing systems. e-KHOOL Middle East AI Services 5

Private AI Development Organization-specific AI, with deployment and data governance shaped by your requirements. QUESTIONS TO SETTLE EARLY Business-specific AI solutions Applications built around your workflows 1 Which data may the AI access? Private LLM use cases 2 Where should models run? 3 Who can use the outputs? 4 Which security controls apply? 5 How will it be monitored over time? Models used within your chosen environment Data access and governance Who can use which data, and how Security and infrastructure Environment, controls and operations The right architecture depends on project requirements. Private AI does not automatically mean onpremises, fully isolated or compliant with every regulation. e-KHOOL Middle East AI Services 6

AI Agent Development Task-focused agents that use connected tools to support multi-step workflows, with people in the loop. Task request Agent plans Connected tools Defined trigger or input Breaks work into steps Calls relevant applications Human approval Outcome Review where appropriate Result delivered to the workflow Testing, monitoring and evaluation across the whole workflow Better suited to Keep people involved • Defined, repeatable tasks • High-impact or sensitive decisions • Multi-step workflows with clear inputs • Ambiguous, judgment-heavy work • Work that connects to existing tools • Steps that need approval or review AI agents support defined workflows. They do not perform every task autonomously or guarantee error-free outcomes. e-KHOOL Middle East AI Services 7

AI Cost Optimization Evaluate and improve the efficiency of AI infrastructure and operations without losing sight of performance. Infrastructure and cloud usage Model and inference efficiency Review where and how AI workloads run Match model size and serving to the task GPU and compute utilization Operating cost monitoring Check how well capacity is being used Track AI operating costs over time Cost Performance Balance Reliability Any savings depend on your workloads and architecture. e-KHOOL Middle East AI Services 8

Find the right place to start Questions leaders may be asking, and the service that speaks to each. “We have ideas, but need engineers who work alongside our team.” Forward Deployed Engineer Services “We need to identify use cases and plan an AI rollout in our systems.” AI Implementation Services “We need AI that uses our own data under governance controls.” Private AI Development “We want to automate multi-step workflows with human oversight.” AI Agent Development “Our AI infrastructure and operating costs need closer review.” AI Cost Optimization e-KHOOL Middle East AI Services 9

Considerations for Middle East projects Topics worth scoping early in an AI consultation. Data governance and residency Regulatory requirements Language and users Where data is stored and who Requirements vary by country Arabic and English needs of may access it and sector teams and customers Existing technology landscape Skills and ownership Core, cloud and legacy systems Who will run, monitor and evolve How adoption and performance to connect the solution will be judged Focus markets UAE Saudi Arabia Qatar Kuwait Success measures Oman Bahrain e-KHOOL Middle East AI Services 10

From first conversation to delivery An illustrative engagement flow. The final approach is agreed with each customer. 1 2 3 AI consultation Scoping Build and deploy Discuss goals, systems Select services, use Implement together and constraints cases and success with your teams measures Helpful to bring to a first session A business challenge or use case An overview of current systems 4 Evaluate and improve Review performance, adoption and cost Timelines, deliverables and Data and security constraints commercial terms are agreed per project. e-KHOOL Middle East AI Services 11

Book an AI consultation or service demo Tell us your challenge and we will help you assess where our AI services fit. Get in touch https://ekhool.com [email protected] AI consultation Service demonstration Discuss your use case, systems and requirements See how e-KHOOL's AI services work in practice 9952224098

• https://ekhool.com