Robust & Reliable AI.
Rsquare designs, builds, and operates production AI for banks, government, and enterprise across the GCC. Not experiments. Working systems, running every day.
Intelligence built in. Manual work built out.
Every repetitive process and every knowledge-heavy task is a candidate for intelligent automation. We connect AI to your real systems, your real documents, and your real workflows, with the governance and audit trails that regulated organizations require.
A complete AI capability map.
From foundation models to fully autonomous business processes.
Generative AI & LLM Integration
Applications powered by frontier and open models: drafting, summarising, translation (English and Arabic), extraction, and classification, with guardrails and evaluation built in.
Intelligent Agents
Task-executing AI agents that plan, use tools, call APIs, and complete multi-step work, with human approval at the moments that matter.
RAG Pipelines
Answers grounded in your own documents and data, with citations. Accurate, current, and auditable, with on-premise vector stores for sensitive data.
AI-Powered Document Processing
OCR, computer vision, and vision-capable LLMs that read scanned PDFs, forms, tables, and ID cards, and turn them into clean, validated, structured data.
Robotic Process Automation
Software robots that work across any desktop or web application, no APIs required, combined with AI so the automation can also reason, not only click.
Workflow & Process Automation
Scheduled and event-driven automation wired into Microsoft 365, email, and your business systems, with conditional logic, escalation, and full audit trails.
Conversational AI
Bilingual English and Arabic assistants, embedded in web, mobile, and internal tools, answering customers and staff 24/7.
AI your auditors can approve.
We build AI the way banks and government need it built. The AI proposes; an authorized person approves. Every action is logged. Every answer can cite its source. This is why the Central Bank of Bahrain named Rsquare winner of its Reg-Tech Innovation Challenge, and why our AI runs inside regulated institutions today.
- Human approval workflows
- Complete audit trails
- Cited, source-backed answers
Cloud, hybrid, or fully private.
Architected around your data sovereignty, compliance, and cost requirements.
Cloud LLM
Frontier models with no infrastructure to manage. When industry-standard models such as GPT are used, sensitive data is masked before anything is sent: the model sees patterns, never your customer data.
Hybrid
Sensitive data stays in-house; cloud models handle heavy reasoning. Private RAG and vector stores, with selective data routing.
On-Premise / Private LLM
Open-weight models running on your own hardware, or a direct connection to your organization's existing internal LLM. Air-gapped capable. Data never leaves your network.
We automate in three stages.
Process & Data Audit
We map your workflows and data sources to find the highest-value automation opportunities.
Build & Train
Our engineers build, test, and harden bots and models against real production conditions.
Operate & Improve
Ongoing monitoring, maintenance, and continuous improvement of your automation and AI estate.
Not a promise. A product line.
Our AI is already working inside our products: UniRecon reconciles one million records in minutes and learns from every analyst decision. Sara BH answers customers in English and Arabic around the clock. TabuLenz extracts tables from any document. When you engage Rsquare for AI, you get the team that ships these systems.
What we build with.
What does your team spend the most time on?
That is where we start. Book a 30-minute automation assessment.
Schedule a Free Consultation