Enterprise AI & Government Technology
Arabic-native AI chatbots and bespoke automation systems for enterprises and government institutions across Saudi Arabia and the GCC.
Enterprise & Government RAG Chatbots
Retrieval-Augmented Generation (RAG) chatbots that answer exclusively from your organisation's own documents, in Arabic and English, with full source citations on every response. No hallucinations. No black boxes. Built for institutions that cannot afford wrong answers.
Internal Operations
- Staff-facing AI tools
- HR policy queries, compliance checks, onboarding
- Private intranet or Microsoft Teams
- Enterprise (100–5,000 employees)
Public Service
- Citizen-facing AI platforms
- Permit inquiries, service eligibility, FAQ resolution
- Website, WhatsApp Business, Instagram DMs
- Government ministries, municipalities
How the RAG Pipeline Works
Document Ingestion
Upload PDFs, Word, Excel. Arabic-aware NLP parses and chunks content.
Vectorisation
Semantic embeddings stored in private encrypted vector database.
Retrieval & Generation
User question retrieves relevant chunks; LLM generates grounded response.
Cited Response
Answer delivered with document name + page number. Auditable. Accurate.
Click a question or type your own to see the FirstGround chatbot in action.
Click a question or type your own to see the FirstGround chatbot in action.
RAG Chatbot Pricing
| Tier | Implementation | Monthly SLA | Scope |
|---|---|---|---|
| Starter | 25,000–40,000 SAR | 3,000–5,000 SAR/mo | 1 channel, up to 3 doc sources |
| Professional | 60,000–120,000 SAR | 7,000–12,000 SAR/mo | 3 channels, unlimited docs, human escalation |
| Enterprise | 150,000–500,000 SAR | 12,000–25,000 SAR/mo | Private cloud, SSO, PDPL package, dedicated CSM |
| Government / B2G | RFP-based (75K–2M+) | 15,000–50,000 SAR/mo | On-premise, NCA ECC, Etimad-eligible, audit trails |
Custom AI & Automation Solutions
When off-the-shelf AI isn't enough. Bespoke artificial intelligence systems and intelligent workflow automation built to the exact specifications of large enterprise and government clients. No templates. Every engagement scoped from scratch.
AI Readiness Assessment
Workflow Automation
Custom AI Models
AI-Powered Data Systems
Strategic AI Retainer
Government AI Programs
A 2-week fixed-price diagnostic that maps your AI maturity, data assets, and transformation opportunities, and delivers a funded implementation roadmap. SAR 15,000–35,000. 60–70% conversion rate to full implementation contract.
Government AI (Gov AI) & GovTech
Gov AI
AI tools deployed within government entities. Citizen chatbots, ministry automation, data infrastructure. SDAIA mandates 50% AI adoption by 2030.
GovTech
Technology that modernises how governments operate. Etimad-eligible. PDPL & NCA ECC compliant by default. Saudi entity = B2G procurement ready from Day 1.