Autonomous Accounting & Cash Flow Engines
Transform high-volume financial processing with touchless invoice matching, automated bank reconciliation, and ai accounting cash flow engines built directly into your finance ledger.
Executive Briefing
What We Build & Deploy
Touchless 3-way invoice matching & GL coding engine
Automated bank statement reconciliation service with multi-currency matching
Forward-looking cash flow forecasting pipeline with 13-week liquidity modeling
Automated accrual & received-not-invoiced (RNI) calculation module
Audit evidence pack generator mapping every journal posting to source documents
Integration Boundary & Architecture
ERP Platform Support Matrix
| Platform | GL Posting API Contract | Matching Engine Pattern | Audit Lineage Storage |
|---|---|---|---|
| SAP S/4HANA | BAPI_ACC_DOCUMENT_POST / OData GL | Side-by-side PO-to-Invoice matcher | Custom SAP attachment link + BTP log |
| Oracle Fusion Cloud | Payables Invoices REST API | OIC automated invoice matching | Oracle WebCenter Content link |
| Microsoft Dynamics 365 | Dataverse Vendor Invoice Journal API | Power Automate / Azure Functions matcher | Dataverse Document Storage + Azure log |
| Odoo | account.move API (Vendor Bills) | Custom Python reconciliation module | Odoo Document attachment store |
| Salesforce | FinancialForce / Accounting Seed API | Apex invoice & journal builder | Salesforce Files + Custom Log Object |
4-Phase Delivery Framework & Timeline
| Phase | Duration | What we deliver | Client involvement |
|---|---|---|---|
| Discovery | 2 weeks | Supplier document audit, GL coding taxonomy map, 3-way match rules definition | Financial Controller + AP Lead |
| Proof of Value | 4 weeks | Touchless invoice matching engine tested on 3 months of historical AP invoices | AP Specialist + IT Lead |
| Production Build | 8–12 weeks | Automated GL journal posting, bank reconciliation engine, cash forecasting pipeline | Finance team + ERP Basis |
| Run & Improve | Ongoing | Exception queue optimization, confidence threshold tuning, regulatory updates | Finance team + Tech Labs on-call |
- •We will not bypass ERP segregation-of-duties rules or hardcode financial approval overrides.
- •We will not post automated journal entries without machine-readable derivation history and confidence scores.
- •We will not replace certified corporate accounting software or issue statutory audit opinions.
- •We will not execute financial postings without validating UAE TRN numbers against official tax registers.
Autonomous Accounting across UAE Emirates & Free Zones
Service Technical FAQs
How does autonomous accounting handle UAE VAT compliance?+
The extraction and validation engine automatically checks Tax Registration Numbers (TRNs), validates 5% VAT calculations, categorizes zero-rated vs exempt line items, and flags non-compliant supplier invoices in accordance with Federal Tax Authority regulations.
What happens when an invoice line item does not match the purchase order?+
If a price or quantity variance exceeds configured tolerance thresholds, the system automatically stops processing, attaches the extracted document with highlighted line-item discrepancies, and routes it to the specific buyer for approval.
Can the cash flow engine predict liquidity across multiple currencies?+
Yes. The forward-looking cash engine models inflows and outflows in original transaction currencies (e.g., AED, USD, EUR, SAR), incorporating historical FX rate volatility and bank payment clearance cycles.
How do auditors verify automated general ledger postings?+
Every automated journal entry contains a unique machine-readable transaction ID linking directly to an audit evidence pack containing the source PDF, extracted field confidence scores, matching logic, and approval logs.
Is bilingual Arabic and English invoice processing supported natively?+
Yes. The document AI model parses bilingual invoices simultaneously, accurately mapping Arabic supplier names, addresses, and line-item descriptions to English ERP master records.
How does bank statement reconciliation handle un-referenced incoming payments?+
Un-referenced wire transfers pass through a machine learning matching model that evaluates remittance amount, debtor name similarity, invoice balances, and payment history to propose matches for finance review.
Can autonomous accounting run in DIFC and ADGM regulated firms?+
Yes. The architecture enforces immutable audit logging, segregation of duties, and explicit human decision gates for regulated financial transactions, satisfying DFSA and FSRA regulatory standards.
What straight-through processing (STP) rate can we expect for invoice processing?+
Top-tier implementations achieve 70% to high straight-through processing for recurring suppliers with pre-approved purchase orders within 90 days of go-live.
Does the system integrate with international e-invoicing networks like Peppol?+
Yes. The ingestion pipeline supports XML and JSON structured e-invoices compliant with Peppol and UN/CEFACT standards alongside PDF document parsing.
How long does it take to train the document extraction model on our invoices?+
Our base model is pre-trained on regional document formats. Fine-tuning on your specific historical invoice dataset takes 2 to 3 weeks during the discovery and proof-of-value phase.
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