Leads and opportunities are not equally likely to convert.
Ecommerce Solutions · Obtain Order
Purchase-Intent Prediction & Conversion Optimization
Sriya.AI's Lead 2 Cash solution applies Numerical AI to the order-capture funnel: scoring purchase intent, validating orders, and reducing drop-off before checkout is completed.
CRM, ERP, transaction, funnel, and promotion records.
Purchase-intent scores and stage-level drop-off signals.
Prioritize follow-up and improve conversion decisions.
Lead 2 Cash
Lead 2 Cash is Sriya.AI's existing Obtain Order implementation. The full working demo lives on its own page: open Lead 2 Cash →
Order capture, customer data & validation
Before purchase-intent scoring adds value, the underlying order-capture process needs to be reliable. Obtain Order covers these foundational steps alongside the scoring layer:
- Order capture — capturing order details accurately as they enter the funnel, from cart through checkout.
- Customer & order data — consolidating customer and order records from CRM, ERP, and transaction systems into a structured base the prediction models can use.
- Order validation — checking order details for completeness and consistency before an order moves downstream to execution.
Purchase-intent prediction (DXI)
Sriya.AI's Lead 2 Cash solution uses propensity-to-buy scoring (DXI) to identify which prospects are most likely to convert, so sales teams can prioritize effort where it's most likely to pay off.
Funnel and conversion optimization
Beyond scoring individual leads, the same Numerical AI approach is applied across the funnel: identifying where prospects drop off (such as cart abandonment) and optimizing pricing and promotion efficiency to improve conversion at each stage.
Customer analytics
The underlying model is a Large Numerical Model, precision-indexed on the structured sales and transaction data an ERP or CRM already generates — not a generic language model repurposed for scoring.
Scope note: No customer names, logos, or specific conversion-rate case studies are published in Sriya.AI's current source material, so none are included here.
FAQ
Obtain Order: frequently asked questions
How can AI improve sales, conversion, and purchase-intent prediction?
Sriya.AI's Lead 2 Cash solution uses propensity-to-buy scoring (DXI) to identify which prospects are most likely to convert, along with funnel and conversion optimization, pricing/promotion efficiency modeling, and reducing points of drop-off such as cart abandonment along the path to purchase.
What is DXI?
DXI is Sriya.AI's name for its propensity-to-buy scoring approach used within Lead 2 Cash to rank prospects by purchase intent.
Does Obtain Order replace a CRM?
No — it's designed to work from the structured sales and transaction data a CRM or ERP already generates, adding prediction and optimization on top rather than replacing the system of record.
Does Obtain Order cover order capture and validation too?
Yes. Alongside purchase-intent scoring, Obtain Order covers order capture, consolidating customer and order data, and order validation before an order moves to execution.