The technology behind intelligent enterprises
CXCRM uses a flexible technology architecture that connects leading AI models with business data, enterprise applications and controlled automated workflows.
AI Models
Select the right model based on accuracy, privacy, speed and cost.
Enterprise Knowledge
Connect AI securely to company documents, policies, databases and reports.
Intelligent Agents
Build agents that retrieve information, analyse data and perform approved actions.
Workflow Automation
Integrate AI directly into operational and customer-facing processes.
The right AI model for every requirement
CXCRM develops model-agnostic solutions using leading commercial and enterprise AI platforms. Models are selected according to the use case, accuracy requirements, deployment environment, privacy controls, response speed and operating cost.
OpenAI
Advanced general-purpose models for reasoning, language and multimodal tasks.
Anthropic Claude
Safety-focused models suited to long-context and enterprise reasoning.
Google Gemini
Multimodal models with strong integration across data and productivity tools.
Microsoft Azure AI Foundry
Enterprise-grade model hosting with governance and compliance controls.
Open-source enterprise models
Self-hostable models for privacy-sensitive and cost-controlled deployments.
Technologies we build with. Platform selection depends on each client's technical, security and commercial requirements.
AI that understands your organisation
We connect AI securely to approved business information, enabling employees and customers to receive reliable answers grounded in authorised company data.
Approved enterprise sources across the organisation.
Indexing, vector search and permission controls.
Reliable, source-linked responses for people and systems.
Semantic Search
Find relevant information based on meaning, not only keywords.
Permission-Aware Retrieval
Respect user roles and source-level access restrictions.
Source-Linked Answers
Return responses with references to the original documents and data.
Multilingual Knowledge
Search and respond across English, Arabic and other supported languages.
Real-Time Business Data
Retrieve current information from approved enterprise applications and databases.
Structured & Unstructured Data
Combine reports, database records, emails, policies, files and documents.
AI agents that understand, decide and act
CXCRM builds controlled AI agents that can retrieve information, analyse business data, use approved tools and complete defined tasks under enterprise governance.
Executive Intelligence Agent
Prepares KPI summaries, management insights and performance reports.
Financial Analysis Agent
Analyses revenue, costs, margins, budgets and financial exceptions.
Sales Agent
Qualifies leads, prepares follow-ups and updates CRM records.
Customer Service Agent
Answers enquiries using approved company knowledge and customer information.
HR Policy Assistant
Responds to employee questions using HR policies and authorised records.
Procurement Agent
Compares quotations, identifies exceptions and supports purchase decisions.
Manufacturing Agent
Analyses production performance, waste, quality and machine utilisation.
Logistics Agent
Supports fleet planning, delivery monitoring and operational reporting.
Connect intelligence directly to business processes
AI creates more value when it is connected to real workflows. CXCRM combines artificial intelligence with APIs, automation platforms and enterprise systems to reduce repetitive work and improve process speed.
Turn business documents into structured information
Our document intelligence solutions classify, extract, compare and validate information from business documents, emails and attachments.
Extraction confidence: 92%
Move from reporting the past to anticipating what comes next
CXCRM combines enterprise data, business intelligence and AI to identify patterns, forecast outcomes and support better management decisions.
Sales forecasting
Demand forecasting
Customer churn analysis
Cost & margin analysis
Inventory optimisation
Production-performance analysis
Predictive maintenance
Anomaly detection
Cash-flow analysis
Management KPI reporting
Connect AI to the systems your organisation already uses
CXCRM integrates intelligent solutions with existing enterprise applications, data platforms, communication channels and reporting systems.
Enterprise Applications
- SAP
- Salesforce
- ServiceNow
- Microsoft Dynamics
- ERP systems
- CRM platforms
Productivity & Communication
- Microsoft 365
- Microsoft Teams
- Websites
- Customer portals
- WhatsApp Business
Data Platforms
- Microsoft SQL Server
- PostgreSQL
- Cloud databases
- Data warehouses
- Document repositories
Analytics
- Power BI
- Executive dashboards
- Operational reports
- Embedded analytics
Integration Technology
- REST APIs
- Webhooks
- Python
- Secure connectors
- Middleware
- Workflow platforms
Technologies we build with
CXCRM selects and combines technologies based on each client's use case, security requirements, infrastructure and operating model.
Enterprise control over every model, agent and data source
Security, access control and accountability are designed into every CXCRM AI solution.
Role-Based Access
Control who can access each application, agent and information source.
Human Approval
Require review before sensitive actions are completed.
Audit Trails
Maintain records of user requests, model responses and system actions.
Data Protection
Apply secure connections, access policies and data-handling controls.
Model Monitoring
Track model performance, reliability, usage and operating costs.
Source Permissions
Ensure AI only retrieves information the user is authorised to access.
Evaluation & Testing
Test accuracy, safety and business performance before deployment.
Deployment Flexibility
Support cloud, private-cloud and customer-controlled environments.