TNF
TNF RetailOS AI
v0.1 · Foundation
Built for Threads N Fragrances · Zayrah Fragrances

The retail brain for premium boutiques.

One disciplined operating system that captures every sale, every stock movement, every customer conversation — and gradually earns the right to make the next decision for you.

FoundationInsightsAutomation
Every sale
Captured
Barcode, tax, and payment on record
Every movement
Ledger
Perpetual inventory with reasons
Every customer
Consented
WhatsApp / email opt-in tracked
Every action
Audited
Traceable by user and time

Foundation first. Insights next. Automation only when the data earns it.

01
The data spine comes first

No sale, stock movement, refund, or customer conversation lives in a side sheet. If it happened, it's in the ledger.

02
Reliable retail beats impressive demos

Billing, tax, inventory, audit trails and recovery paths are non-negotiable. Nothing ships until it holds.

03
AI proposes before it acts

Insight and automation only unlock once the data is trustworthy. Every recommendation is explainable and approvable.

Layer 1 · Foundation

What ships today

POS billing
Barcode + search cart, split payments, GST invoice
Catalog
SKU, barcode, tax class, price and cost
Inventory
Perpetual ledger, adjustments, damage, counts
Procurement
Suppliers, POs, goods receipts
Customers
Profiles, consent, interaction history
Expenses
Daily close, cash drawer reconciliation
Reports
Descriptive views over trustworthy data
Imports
Stage, validate, preview, commit, roll back