Custom AI that
knows your
organisation.
Generic AI gives generic answers. Shaarait builds generative AI systems that work on your proprietary data — regulations, contracts, policies, and knowledge bases — in Arabic and English, with enterprise security by design.
enterprise data with RAG
Private
your Azure tenant
to production AI
Native
for Kuwait & GCC
Generic AI is
not the same as your AI
ChatGPT and Copilot are powerful general-purpose tools — but they don't know your organisation's regulations, internal policies, proprietary processes, or confidential client data. When your employees ask them about your business, they get generic answers.
Shaarait builds Retrieval-Augmented Generation (RAG) systems that connect large language models to your actual knowledge base — so when someone asks "what is our leave policy for Kuwait Vision 2035 digital transformation hires?" the AI gives your policy, not a generic internet answer.
- No access to your internal documents
- Generic answers about your industry
- Your data sent to public cloud
- No Arabic-language optimisation
- No CBK or Kuwait regulatory context
- No audit trail of AI interactions
- Trained on your policies & documents
- Precise answers from your own data
- 100% private — your Azure tenant
- Arabic-first NLP configuration
- CBK & Kuwait law context built in
- Full audit logging & governance
Your Knowledge Base
Policies, contracts, regulations, reports, FAQs — Arabic & English
Vector Embedding & Index
Documents chunked, embedded, and stored in Azure AI Search
GPT-4o on Azure OpenAI
Private deployment in your Microsoft tenant — data never leaves
Governance & Safety Layer
Content filtering, prompt injection guard, access control, audit log
User Interface Layer
Web app, Teams bot, SharePoint widget, or direct API — in Arabic
Six generative AI solutions
built for Kuwait enterprise
Every solution below is delivered on Azure OpenAI with private data residency — your organisation's data never leaves your Microsoft tenant or is used to train public AI models.
An AI assistant that answers your employees' questions by reading your actual policies, procedures, and knowledge base — in Arabic and English. Replaces hours of policy searching with instant, accurate, referenced answers.
- RAG on SharePoint, Confluence, or custom docs
- HR policy Q&A bot in Arabic & English
- IT helpdesk knowledge base AI
- Procurement policy assistant
- Always-cited answers — no hallucination
- Full audit log of every AI interaction
AI that reads, understands, and extracts structured data from Arabic documents — contracts, government forms, regulatory filings, invoices, and legal documents — at scale, with high accuracy and full auditability.
- Arabic contract clause extraction
- Government form processing (MOF, PACI)
- Regulatory document summarisation
- Invoice and receipt AI extraction
- Multi-language (Arabic/English) classification
- Integration with ERP and DMS systems
Deploy an AI customer service agent that speaks Arabic natively, understands Gulf dialect, and resolves customer queries by drawing from your product documentation, FAQs, and CRM data — 24/7 without human handoff for routine requests.
- Arabic-native NLP with Gulf dialect understanding
- Integration with your CRM and ticketing systems
- Intelligent escalation to human agents
- Product and service Q&A automation
- WhatsApp & web channel deployment
- Conversation analytics & improvement loop
AI trained on Kuwait's legal and regulatory framework — CBK circulars, MOCI regulations, Kuwait Labour Law, and your own compliance documentation. Enables your compliance and legal teams to get instant, referenced regulatory guidance.
- CBK circular Q&A and interpretation
- Kuwait Labour Law compliance assistant
- Contract risk flag and review AI
- Regulatory change summarisation
- Legal document drafting assistance
- Full citation trail for every answer
AI that reads your operational data, KPI dashboards, and financial reports — then automatically writes executive-level summaries, highlights anomalies, and drafts board reports in Arabic and English, reducing report preparation time by up to 80%.
- Power BI natural language narrative generation
- Automated board report drafting
- Arabic & English financial commentary
- Anomaly detection & root cause analysis
- Integration with ERP, CRM and BI tools
- Scheduled report distribution
Beyond standard use cases — Shaarait builds fully bespoke generative AI applications for your specific business processes, integrating with any existing system via APIs. From oil field operations AI to hospital triage assistants.
- Custom AI application design & build
- Multi-modal AI (text, image, voice)
- Integration with any API or data source
- On-premise and cloud hybrid deployment
- AI model fine-tuning on your data
- Ongoing maintenance & improvement
Enterprise AI that delivers
measurable outcomes
Shaarait measures every generative AI deployment against agreed KPIs — before going live. Our Kuwait enterprise clients see consistent, quantifiable impact across all use cases within 90 days of deployment.
Get your GenAI ROI estimate →Custom AI for Kuwait's
most knowledge-intensive industries
Every Kuwait sector has its own regulatory language, document types, and knowledge management challenges. Shaarait brings pre-built sector context that shortens deployment time and dramatically improves AI accuracy for your specific environment.
Kuwait government ministries manage enormous volumes of Arabic policy documents, ministerial circulars, legal opinions, and citizen service requests. Shaarait builds AI that reads this Arabic regulatory corpus and enables ministry staff to get instant, cited answers — while automating citizen-facing query resolution for e-Government portals.
Kuwait banks and financial institutions operate under a dense regulatory framework — CBK circulars, MOCI requirements, AML regulations, and FATF guidelines. Shaarait builds AI trained on this regulatory corpus, enabling compliance teams to get instant, cited answers and automate routine regulatory reporting and KYC document processing.
Oil field operations generate massive volumes of technical documentation — well reports, maintenance logs, HSE procedures, and engineering specifications. Shaarait builds AI that makes this institutional knowledge instantly searchable and accessible to field engineers — in Arabic and English — reducing reliance on scarce expert knowledge.
Healthcare organisations require AI that handles Arabic medical records, clinical guidelines, and patient service queries with extreme accuracy and full auditability. Shaarait builds HIPAA-aligned clinical knowledge AI — helping doctors, nurses, and administrators access the right information instantly while maintaining complete data privacy.
Arabic-first AI.
Enterprise-grade security.
Local expertise.
Building on Azure OpenAI is one thing. Building enterprise-grade, Arabic-native, CBK-aligned generative AI that actually works in Kuwait's regulatory and linguistic environment is something only Shaarait can deliver locally.
Arabic-native, not translated
Our GenAI systems are built Arabic-first — not English models with Arabic translation layered on top. We configure tokenisation, chunking, and retrieval specifically for Arabic right-to-left text, dialect variation, and the Arabic regulatory lexicon used in Kuwait government and banking.
100% private — your Azure tenant
All AI models are deployed in a private Azure OpenAI endpoint within your Microsoft tenant. Your documents are never processed by public AI APIs, never used to train OpenAI's public models, and never leave your security boundary.
Regulatory context pre-loaded
We don't start from scratch. Our Kuwait sector knowledge bases are pre-loaded with CBK circulars, Kuwait Labour Law, MOCI regulations, and sector-specific terminology — significantly reducing build time and improving day-one accuracy.
Integrated with your existing systems
GenAI works best when connected to your ERP, CRM, SharePoint, and data sources. Shaarait's AI engineers integrate custom LLMs with your existing technology stack — no need to move data or rebuild workflows.
The only GenAI partner
in Kuwait that builds
Arabic-first
Any system integrator can deploy Azure OpenAI. Only Shaarait brings the Arabic-language expertise, Kuwait regulatory knowledge, and enterprise-grade governance framework that makes custom GenAI reliable enough to trust with your most important business processes.
- Arabic-native AI — not translation, genuine NLP configuration
- 100% private Azure OpenAI — your tenant, your data, your control
- Kuwait regulatory corpus pre-loaded (CBK, Labour Law, MOCI)
- AI hallucination guardrails — cited answers only, no fabrication
- End-to-end delivery: design, build, integrate, maintain
- Local Kuwait team — no overseas dependency for critical issues
Your organisation has
untapped AI potential
in its own data
Kuwait enterprises are sitting on years of accumulated knowledge — policies, contracts, reports, correspondence, and operational data — that generative AI can make instantly accessible and actionable. Our free GenAI assessment identifies your top three highest-value AI use cases, estimates the ROI for each, and gives you a prioritised build roadmap. Free, no obligation, results in 2 weeks.