AI Powered Sales Order Automation

Turn Unstructured Orders into Validated D365 Sales Orders

Transform customer orders from emails, PDFs, and Excel sheets into validated sales orders in D365 F&O. AI extracts order details, checks them against master data (customers, items, prices), and creates the order instantly. No more manual entry, no delays, fewer errors.

AI Driven Architecture

The architecture is designed intelligently. Two AI layers work together to ensure efficiency, accuracy, and cost effectiveness.

Deterministic AI (1st Layer)

Labels and marks data clearly. Resource efficient and cost effective. Requires some initial training effort

Connector Intelligence

Learns from manual corrections. Memorizes past decisions for faster future processing. Continuously improves accuracy through AI learning

Stochastic AI (2nd Layer)

Self trains on master and transaction data. Detects and corrects errors (e.g., digit swaps, address differences like 'Street' vs. 'Str.')

Overall Architecture

Efficient, scalable, and adaptive. Balances cost effectiveness with robust accuracy. Combines precision with stochastic flexibility

Flexible Validation

Control What Gets Validated

The parameters allow flexible control over which fields should be validated. It is also possible to define individual validation rules at both header and line item level.

Configure validation rules per field (header & line level)

Define custom tolerance thresholds and acceptance criteria

Real time validation against master data (customers, items, prices)

98.5%

Accuracy

10x

Faster

Ready to Automate Your D365 Workflows?

Unlock faster, smarter, and error free operations with FlowSparq. Start your automation journey today and see how AI can transform your D365 F&O efficiency.