Technical Architecture Overview

Financial AI, engineered to stay inside UAE borders.

An AI-powered financial operations platform built for UAE regulatory compliance. Fine-tuned open-source LLMs trained on localized accounting standards (IFRS, GAAP, FTA) with full UAE data sovereignty.

Review the architecture

UAE-hosted inference DIFC compliant Zero data retention IFRS · GAAP · FTA FTA audit-ready

Inference & data hosted with

Core42 G42 SOVEREIGN AI

Azure UAE NORTH

AWS ME-CENTRAL-1

MongoDB UAE

AI & Model Infrastructure

Models fine-tuned for local standards, and isolated to your instance.

No global model training. All learning stays private to each instance and is never aggregated across customers.

LLM Engine

Fine-tuned open-source models

Trained with IFRS, GAAP, and FTA-specific data, with a deterministic classification layer built per account for predictable, auditable output.

Private by design. Learning stays per-instance, never aggregated.
Deterministic layer. Per-account classification, not black-box guessing.

Model Hosting

Core42 & Azure UAE North

Core42 (G42 Sovereign AI) in Abu Dhabi with Azure UAE North. All inference runs within UAE borders on a stateless processing layer.

UAE-only inference. Prompts and data never cross the border.
Zero retention. Stateless inference, nothing persisted at that layer.

No global training

Customer data is never used to train shared models or aggregated across tenants.

In-memory only

Inference is stateless. Financial data is processed in memory and not retained.

Sovereign hosting

Models run on Core42 (G42) and Azure UAE North, entirely inside the UAE.

Data Infrastructure

Every byte lives in UAE-region cloud, isolated by organization.

Multi-tenant by default with logical isolation at the org level, and dedicated private instances for enterprise clients.

Database

MongoDB on AWS me-central-1

Hosted in the UAE region with logical isolation at the org level. Private instances are available for enterprise clients.

Org-level isolation. Logical separation per tenant by default.
Private instances. Dedicated databases for enterprise.

Application Layer

AWS me-central-1 (UAE)

Multi-tenant by default with dedicated instances for enterprise. Outbound webhooks and API event triggers are supported.

Event-driven. Outbound webhooks & API triggers built in.
Dedicated for enterprise. Single-tenant deployments available.

Security & Compliance

Built to be put in front of a regulator.

Data sovereignty and privacy are enforced at the infrastructure level, not bolted on as policy.

Data Privacy

No customer data is used for model training. Stateless LLM with in-memory processing only.

ENFORCED

DIFC Data Protection Law

Compliant with the DIFC Data Protection Law for handling of personal and financial data.

COMPLIANT

Data Sovereignty

All endpoints are UAE-hosted. Prompts and financial data do not leave UAE borders.

UAE-RESIDENT

Infrastructure

Core42 (G42 Sovereign AI), Azure UAE North, and AWS me-central-1.

SOVEREIGN CLOUD

Integration & Capabilities

Fits the stack you already run, and the audits you already face.

Bi-directional API sync

Outbound webhooks and event triggers for real-time integration with partner platforms.

Embeddable analytics

White-label reporting widgets via API. Live in production with a government accelerator program.

ERP migration

Standardized connectors for cloud ERPs, with guided migration and custom mapping for on-premise systems.

Full audit trail

Every transaction logged from bank-statement upload through AI classification to manual overrides. FTA audit-ready.

Expert review

Qualified professional review with a 4-hour turnaround SLA on Growth. Available as an add-on for Early Stage.

Real-time event triggers

API event triggers fire on classification and override, keeping partner systems continuously in sync.

Architecture Summary

Everything runs and stays inside the UAE.

From bank-statement ingest to classification, storage, and serving: the entire path is UAE-resident, with zero retention on the inference layer.

UAE Borders

Data ingest

Bank statements

Fine-tuned LLM

Core42 · Abu Dhabi

Inference

Azure UAE North

Database

MongoDB · me-central-1

Application

AWS me-central-1

Stateless inference · zero data retention · prompts & financial data never leave UAE borders

Component	Technology	Region
AI Models	Fine-tuned open-source LLM (IFRS / GAAP / FTA)	Core42, Abu Dhabi
Model Inference	Core42 + Azure UAE North	UAE
Database	MongoDB	AWS me-central-1 (UAE)
Application Layer	AWS me-central-1	UAE
Tenant Model	Multi-tenant (default) / Private instance (enterprise)	UAE
Data Retention	Stateless LLM · zero retention on inference	N/A