1. Overview of Implementation Cost Structure
Enterprise software pricing in the UAE is frequently obscured by undisclosed consulting rates and recurring vendor margin. A transparent AI integration pricing model breaks down costs into fixed-scope phase milestones: Discovery (2-3 weeks), Proof of Value (4 weeks), and Production Build (8-14 weeks). Read about our business case methodology in our IPA ROI model guide.
2. Phase-by-Phase Cost Allocation
Typical cost allocation for a single service pillar (e.g. Autonomous Accounting for SAP) is structured as follows: Discovery & Data Audit is structured under fixed-scope phase milestones (Discovery, PoV, Production Engineering) where total capital outlay depends on process complexity and interface count.
3. Key Cost Drivers & ERP Platform Factors
Primary cost drivers include: number of custom API endpoints, complexity of document layout variants (bilingual Arabic/English), volume of historical training data, and specific ERP platform requirements (SAP BTP vs Oracle OIC vs Microsoft Dataverse).
4. Ongoing Cloud Infrastructure & Maintenance Run Costs
5. AI Layer vs SaaS Add-on TCO Comparison
Building a custom AI layer eliminates per-user SaaS license fees. Over a 3-year operational window, custom owned code yields a 60%+ lower Total Cost of Ownership (TCO) compared to enterprise SaaS subscriptions.