Intelligent Process Automation & RPA
Combine document intelligence, decision services, and orchestrated automation pipelines to complete complex enterprise processes end-to-end instead of just moving data.
Executive Briefing
What We Build & Deploy
Multilingual document AI parser (PDF, scan, image extraction for Arabic & English)
API-first process orchestration gateway with human-in-the-loop approval UI
Smart inventory allocation & re-order automation service
Automated customer & supplier onboarding verification pipeline
SLAs & exception queue monitor with automated escalation routing
Integration Boundary & Architecture
ERP Platform Support Matrix
| Platform | Automation Interface | Orchestration Pattern | Resilience Mechanism |
|---|---|---|---|
| SAP S/4HANA | OData APIs / BTP Process Automation | Event-driven API workflow | Automatic retry with dead-letter queue |
| Oracle Fusion Cloud | OIC Process Automation / REST | OIC event-triggered flows | API transaction rollback on failure |
| Microsoft Dynamics 365 | Power Automate / Azure Logic Apps | Dataverse Webhook triggers | State machine persistence in Dataverse |
| Odoo | External API / Webhook Callbacks | Custom Python Celery pipeline | Isolated background job retry logic |
| Salesforce | Salesforce Flow / MuleSoft API | Platform Event subscriptions | Governor limit aware queueable jobs |
4-Phase Delivery Framework & Timeline
| Phase | Duration | What we deliver | Client involvement |
|---|---|---|---|
| Discovery | 2–3 weeks | Process mapping, document layout inventory, exception paths definition | Process Owner + Operations team |
| Proof of Value | 4 weeks | Document AI extraction & API orchestration pipeline running on 1 core process | Operations Lead + IT Specialist |
| Production Build | 8–14 weeks | End-to-end IPA workflow, human-in-the-loop portal, ERP API connectors, SLA alerts | Ops team + ERP Basis team |
| Run & Improve | Ongoing | Extraction model fine-tuning, process throughput optimization, exception analysis | Operations team + Tech Labs |
- •We will not build UI surface scrapers or fragile desktop RPA bots where supported APIs exist.
- •We will not automate processes that lack clear operational ownership or documented exception paths.
- •We will not process personal data without enforcing explicit role-based access and encryption in transit.
- •We will not deploy automated decision logic without human override capability on critical business transactions.
IPA & Enterprise RPA across UAE Emirates & Free Zones
Service Technical FAQs
What is the main difference between traditional RPA and Intelligent Process Automation (IPA)?+
Traditional RPA uses fragile desktop macros to copy and paste data across screen interfaces. IPA combines machine learning, document AI, and API orchestration to handle unstructured data, make intelligent decision routings, and integrate directly with ERP backends.
How does IPA handle handwritten Arabic or poor-quality document scans?+
Our document AI utilizes computer vision and multi-modal language models trained on regional script variations. Poor-quality scans or unreadable fields trigger automated routing to a human-in-the-loop review interface with the source document highlighted.
Can IPA automate customs clearance documents for JAFZA or Dubai South operations?+
Yes. IPA extracts commercial invoices, packing lists, and bills of lading, cross-checking Harmonized System (HS) codes against customs declaration rules to prepare automated clearance filings.
What happens if a backend ERP API experiences downtime during automation execution?+
The orchestration gateway utilizes state-machine persistence and exponential backoff retry logic. If an API is unavailable, the job state is safely stored in a queue and re-executed once connection is restored.
How do staff interact with human-in-the-loop exception queues?+
Staff access a secure web portal displaying extracted document fields alongside the original scan. Suggestions are highlighted, allowing users to correct or confirm data with a single click before automated API execution resumes.
Is it possible to automate inventory allocation across multiple warehouses using IPA?+
Yes. IPA monitors order streams, evaluates warehouse stock levels and logistics lead times via ERP APIs, and automatically generates transfer orders or stock reservations according to pre-set logic.
How do you measure the ROI of an Intelligent Process Automation project?+
ROI is measured by tracking reduction in cycle time per transaction, manual hours reallocated to high-value tasks, error rate reduction, and straight-through processing percentage.
Can IPA integrate with legacy systems that do not have web APIs?+
Where native APIs are absent, we deploy robust database-level connectors or secure headless service interfaces rather than fragile UI desktop automation.
How is security maintained when automated processes handle sensitive business data?+
All document processing and API calls run within your cloud tenancy. Telemetry, extraction payloads, and logs are encrypted using customer-managed keys with role-based access control (RBAC).
How long does it take to automate a new document-heavy business process?+
Once the core IPA framework is established, adding a new document family or workflow takes between 3 and 6 weeks from discovery to production deployment.
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Send your ERP platform details and process requirements. Receive a costed architecture proposal within 1 business day.
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