Services built around your data lifecycle.

Data Engineering

We build the platforms underneath everything else — ingestion pipelines, lakehouses, streaming, transformation and orchestration — on the cloud of your choice. Production-grade from day one, not a notebook stitched into prod.

• Lakehouse design on Databricks, Snowflake, Iceberg
• Streaming + batch pipelines (Kafka, Spark, dbt)
• Cloud-native architecture on AWS, Azure, GCP
• Infrastructure-as-code with Terraform
• CI/CD for data and observability

Data Governance

Governance that doesn't slow you down. We design and implement the policies, catalogs and quality frameworks that make your data trusted, discoverable and compliant with Saudi PDPL, GDPR and your sector regulations.

• Data catalogs (Unity Catalog, Collibra, Atlan)
• End-to-end lineage and metadata management
• Data quality frameworks and stewardship
• PDPL / GDPR-aligned policy and access control
• Master data and reference-data management

Reporting & Analytics

Decision-grade analytics for the whole organization — executive scorecards, self-service BI for analysts, and embedded analytics inside the products your customers use.

• Executive dashboards (Power BI, Tableau, Looker)
• Self-service BI and semantic layers
• Embedded analytics inside your products
• KPI design and scorecard programmes
• Arabic narratives and AI-generated commentary

AI & Machine Learning

Production ML and GenAI — not slideware. From forecasting and classification to private, Arabic-first GenAI assistants on your data. We design the system, ship it, and run it.

• Forecasting, classification, recommendation
• Arabic-first GenAI assistants and RAG systems
• MLOps, monitoring and responsible AI
• LLM fine-tuning and evaluation harnesses
• Bring-your-own-model deployments (OpenAI, Bedrock, on-prem)

Generative AI

Production-grade GenAI for the enterprise — not weekend prototypes. We design, deploy and run private LLM solutions on your own infrastructure: model selection, fine-tuning, guardrails, evaluation, observability and Arabic-first tuning baked in.

• Use-case discovery and GenAI strategy
• Model selection (OpenAI, Anthropic, Llama, Bedrock, sovereign LLMs)
• Fine-tuning and Arabic-language adaptation
• Guardrails, jailbreak protection and content moderation
• Evaluation harnesses and golden-question suites
• In-tenant deployment — no data leaves your perimeter

Retrieval-Augmented Generation (RAG)

Make your LLM answer from your own data — not a hallucinated guess from training. We design and deploy RAG systems that ground every answer in your documents, knowledge bases and structured data, with citations users can verify and audit trails compliance can sign off on.

• Document ingestion, chunking and embedding pipelines
• Vector databases (pgvector, Pinecone, Weaviate, OpenSearch)
• Hybrid search — semantic + keyword, tuned for Arabic
• Citation grounding so every answer links to its source
• Role-based access on the retrieval layer (no data leakage across users)
• Re-ranking, query rewriting and answer-quality evaluation

Chatbots & AI Assistants

Conversational interfaces customers and employees actually use. We build Arabic-first chatbots and AI assistants for customer service, internal knowledge, HR self-service, document Q&A and operational workflows — deployed on web, WhatsApp, mobile or inside your existing apps, with handover to human agents when needed.

• Customer-service bots — Arabic + English, multi-channel
• Internal knowledge / HR / IT self-service assistants
• Document Q&A and policy-search assistants
• WhatsApp, web widget, Teams, Slack and mobile-app channels
• Live agent handover with full conversation context
• Analytics — deflection rate, satisfaction, top intents

Managed Services

An on-call data engineering team for your platform — monitoring, incident response, optimization and continuous improvement. We measure ourselves against SLAs you can actually verify.

• 24×7 monitoring and incident management
• SLA-backed response and resolution times
• Continuous cost and performance optimization
• Quarterly health reviews with engineering leadership
• Onshore + offshore blended pods

Strategy & Consulting

Strategy you can execute. We assess your data maturity, set a target architecture, choose the right vendors and build a 12-month roadmap your team — not a third party — can actually deliver.

• Data maturity assessments
• Target architecture and reference designs
• Build-vs-buy and vendor selection
• AI readiness, ethics and governance
• Programme governance and PMO support

Cloud Excellence

Move to the cloud — or get more out of the cloud you're already on. Landing zones, migrations, cost engineering and security baselines designed for Saudi data-residency and regulatory needs.

• Cloud migration and landing zones
• FinOps and cost-engineering programmes
• Security baselines and compliance
• Multi-cloud and hybrid architectures
• Disaster recovery and business continuity

Data Security & Privacy

Protect data through its whole lifecycle — including the new attack surface that comes with GenAI. Classification, masking, secure RAG, and Saudi-PDPL / NCA-aligned controls baked into your platform.

• Data classification, masking and tokenization
• PDPL & NCA controls alignment
• Secure GenAI deployments (no data leaks)
• Privileged access management for data platforms
• Encryption at rest, in motion, in use

Outsourced Hiring

Hire the skilled people you need — leave the HR hassle to us. We source senior data, AI and engineering talent, onboard them under our legal entities, and handle payroll, benefits, contracts and compliance. You get a productive engineer on your project; we carry the employer risk.

• Senior data, AI, engineering and consulting talent sourcing
• Employer-of-Record model — they work for you, we employ them
• Payroll, GOSI, social insurance, end-of-service handled
• Contracts, NDAs, IP assignment, local-law compliance
• Across KSA, Jordan, Egypt — no need for you to set up entities
• Quick replacement guarantee if the fit isn't right

Training & Enablement

Your platform only thrives if your team owns it. We run hands-on bootcamps, architect-pairing programmes and certification pathways in Arabic and English — so the platform we hand over keeps improving.

• Hands-on data & AI bootcamps (AR/EN)
• Architect & engineer pairing programmes
• Certification pathways with our partners
• Data literacy for business users
• Custom internal academies