Your Systems
SAP ERP
ERP System
Oracle DB
Database
Salesforce
CRM Platform
Cloud Infra
AWS / Azure
Legacy Systems
Custom API
AI Integration · Saudi Arabia

Enterprise
AI Integration

Connect AI models, automation systems and intelligent capabilities to your existing enterprise platforms — securely, seamlessly, and with full PDPL compliance.

Discuss Integration See Capabilities
50+
Enterprise connectors
6 wks
Avg. delivery
99.9%
Uptime SLA
AI Capabilities
AI Models
ML Inference
Data Pipeline
ETL / Streaming
Automation Engine
Workflow AI
Analytics Layer
BI / Reporting
LLM / NLP
Language AI
50+
Enterprise Connectors
Pre-built connectors for SAP, Oracle, Salesforce, Microsoft and 40+ enterprise platforms
6 Weeks
Average Delivery
From scoping to live AI integration running in production — Saudi-based delivery team
PDPL
100% Compliant
All integration data flows designed with full Saudi PDPL data protection compliance built in
Zero
Downtime Deploy
Live system integration with zero operational downtime during deployment and go-live
Integration Capabilities

AI that connects to
everything you run.

Many organizations invest heavily in AI models only to find them isolated from the systems where decisions actually happen. Crux solves the last-mile integration problem — connecting AI intelligence to every platform, process and data source in your enterprise.

Every integration we build includes circuit breakers, retry logic, full observability, and PDPL-compliant data handling from day one.

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01
AI Model Deployment Integration

Deploy ML models behind production APIs — REST, GraphQL and gRPC — with auto-scaling, versioning and A/B testing baked in.

REST / GraphQLModel versioningAuto-scaling
02
API and Microservices Architecture

Design the integration layer that exposes AI capabilities as composable services consumable by any enterprise application.

MicroservicesAPI gatewayEvent-driven
03
Data Platform Integration

Connect AI systems to data lakes, warehouses and real-time streams — with lineage tracking and PDPL data masking.

Data lakeReal-time streamsPDPL masking
04
Enterprise System Connectivity

Native connectors for SAP, Oracle ERP, Salesforce, Microsoft 365 and ServiceNow — plus custom middleware for legacy platforms.

SAP / OracleSalesforceLegacy systems
05
AI Platform Orchestration

Orchestrate multi-model AI workflows across platforms — ensuring the right model runs at the right stage for every decision.

MLflowAirflowKubeflow
06
Operational AI Adoption

Monitor AI adoption across integrated systems — tracking usage, performance, drift and business impact in real time.

Usage analyticsDrift detectionSLA monitoring
Integration Architecture

Four layers.
One unified AI estate.

Our integration architecture is structured in four distinct layers — each with clear ownership, monitoring and compliance controls built in from the start.

01
Presentation and API Layer

All AI capabilities exposed via secured versioned APIs — REST, GraphQL and event streams consumed by enterprise applications.

02
AI Orchestration Layer

Workflow orchestration coordinating multi-model inference, decision routing and human-in-the-loop approval gates.

03
Data Integration Layer

Unified data access connecting AI models to enterprise data sources — with lineage tracking and PDPL data classification.

04
Enterprise System Layer

Native connectors to your ERP, CRM, databases and cloud infrastructure — bidirectional, event-driven and fault-tolerant.

Pre-built Platform Connectors
SA
SAP ERP
Or
Oracle DB
Sa
Salesforce
MS
MS 365
Se
ServiceNow
AW
AWS Saudi
Az
Azure KSA
Go
Google Cloud
Da
Databricks
Sn
Snowflake
Ka
Kafka
Po
PostgreSQL
Mo
MongoDB
Re
Redis
El
Elastic
Cu
Custom API
Enterprise AI Integration Architecture diagram — Crux Saudi Arabia
Value Delivered

What integration
unlocks for your business.

Outcome
How Integration Delivers It
Impact
Faster AI Deployment
Pre-built connectors and reusable patterns reduce build time significantly
3x faster
Scalable Enterprise Systems
Microservices architecture scales AI independently without disrupting core systems
Infinite scale
Unified Data and AI Architecture
Single integration layer provides consistent data access across all AI models
One source of truth
Operational AI Adoption
Embedded AI in existing workflows means staff adopt intelligence without process changes
Near-zero friction
PDPL Compliance
Centralised data governance enforces compliance policies across every AI data flow
Zero violations
Reduced Vendor Lock-in
Abstraction layer decouples AI from specific platforms — swap vendors without rewiring
Full flexibility
FAQ

AI integration questions answered.

Q What does enterprise AI integration involve in Saudi Arabia?
Enterprise AI integration in Saudi Arabia connects AI models and intelligent systems to your existing business platforms — SAP, Oracle, Salesforce and custom applications. Crux designs API layers, event-driven architectures and data pipelines that make AI capabilities available across your enterprise, compliant with SDAIA and PDPL.
Q How long does AI integration take with SAP or Oracle?
Standard SAP or Oracle AI integration typically takes 6-10 weeks depending on system complexity and the number of AI models being integrated. Crux uses pre-built connectors for major enterprise platforms to accelerate delivery and reduce risk.
Q Can Crux integrate AI with legacy systems that have no API?
Yes. Crux uses multiple integration patterns including RPA for UI-based systems, database-level integration for systems without APIs, event streaming via Apache Kafka, and file-based integration for legacy platforms. Every integration is wrapped with monitoring and PDPL-compliant data handling.
Q How is AI integration data secured under PDPL in Saudi Arabia?
All data flowing through Crux integration layers is classified, masked where required, and governed by automated PDPL controls — including consent tracking, right-to-erasure pipelines and full audit logging. Our integration architecture treats PDPL compliance as infrastructure, not an afterthought.
"
Our AI models were validated but sitting idle because nobody could connect them to SAP. Crux solved that in 7 weeks. Now every procurement decision is AI-assisted — running live inside the system our team already uses every day.
CPO
Chief Procurement Officer
Saudi Petrochemicals · Jubail, KSA
7 wks
Full SAP integration
100%
AI-assisted decisions
Zero
Process disruption
Related Services

Integration enables everything.

All Services
SVC / 2a
AI Application Development
Build the AI applications that will use these integrations — enterprise-grade, SDAIA-compliant.
Explore
SVC / 2b
Workflow Automation
Connect automation systems to your enterprise stack through our integration layer.
Explore
SVC / 2d
AI-Powered Enterprise Apps
Develop the full platform that sits on top of your integrated AI infrastructure.
Explore
Start Integrating

AI in your models.
AI in your systems.

50+ pre-built enterprise connectors. PDPL compliant. Saudi-based delivery. Crux gets your AI from experiment to live production — inside the systems your business actually runs on.

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