Deterministic AI Business Intelligence for Retail Merchants

The financial operations & growth intelligence copilot

Eliminate guesswork. Understand real customer lifetime value, recover overdue udhaar with polite multi-lingual AI reminders, and grow retail margins with 100% mathematical precision.

100% Deterministic CalculationsAppend-Only PostgreSQL LedgerHuman-in-the-Loop AI Governance
dukaaniq.internal / command-centre
Illustrative preview

Net Revenue

₹1,75,059.93

Sample figures, not live

Completed Orders

868 paid orders

Paid sales only

Customers

120 customers

Segmented by last visit

Approval First

You decide

Nothing is sent unapproved

Production-Grade Architecture

Built for retail reality, not hypothetical demos.

Every metric, customer segment and repayment line is calculated directly from integer paise records.

Deterministic Financial Analytics

Sales summaries come directly from verified transaction tables. Zero LLM hallucinations on your core financial figures.

Append-Only Udhaar Ledger

Credit history cannot be altered or silently deleted. Discrepancies are resolved with explicit audit correction lines.

Governed AI Action Centre

Sarvam AI drafts multi-lingual Hindi & Hinglish reminder copy. Nothing is dispatched without explicit merchant approval.

Automated Win-Back Workflows

Identifies inactive customers who have ceased shopping for >30 days and suggests targeted promotional codes.

Multi-Channel Payment Mix

Reconcile Paytm QR, UPI intents, Cash counters and Debit Card settlements in a unified cashflow view.

Multi-Tenant Neon PostgreSQL

Secure merchant isolation with row-level ownership, Better Auth session authentication, and automated backup snapshots.