Human-in-the-Loop Order Review for Distributors — TarkApp
Get the speed of AI with the safety of human oversight. TarkApp drafts WhatsApp orders in your ERP, letting your team review and approve them before dispatch.
TarkApp's Human-in-the-Loop order review uses AI to automatically draft sales orders from WhatsApp messages, but requires a human sales rep to review and approve the draft in the ERP before it becomes a final order.
Afraid AI might mess up a bulk B2B order?
Human-in-the-Loop Order Review for Distributors — TarkApp
When B2B distributors consider automating their WhatsApp orders, their biggest fear is losing control. What if the AI misreads a quantity and dispatches 100 boxes instead of 10? In the wholesale business, a single order error can cost thousands of rupees in return logistics and strain retailer relationships.
Most "fully autonomous" chatbots force you to choose between slow, entirely manual data entry or risky, zero-oversight automation.
The Human-in-the-Loop Advantage
TarkApp provides a safer, hybrid approach: Human-in-the-Loop (HITL) order review.
When a retailer sends a complex order via WhatsApp (whether text, voice, or a photo), TarkApp's AI does the heavy lifting. It extracts the items, matches them to your ERP SKUs, checks live inventory, and applies correct pricing. However, instead of blindly finalizing the order, it creates a Sales Draft in your ERP (like Tally or Marg).
Your sales team simply reviews the drafted order on their screen. They can verify the AI's interpretation, make any necessary adjustments for out-of-stock items, or apply discretionary discounts. Once approved by a human, the draft is converted into a confirmed sales order with one click.
This gives your distribution business the speed of AI automation with the safety and quality control of human oversight.
See how TarkApp combines AI drafting with human order reviewHow TarkApp compares
| Feature | Fully Autonomous Bots | TarkApp Human-in-the-Loop |
|---|---|---|
| Quality Control | Zero oversight, high error risk | Mandatory human review step |
| Data Entry | Automated, but risky | AI drafts it, human approves it |
| ERP Integration | Posts final invoice directly | Posts as a draft/pending order |
Frequently asked
Does the AI finalize the sales order automatically?
No, you have full control. TarkApp creates a sales order draft in your ERP. A human manager or sales rep must review and approve it to make it final.
Can my team edit the AI-drafted order?
Yes. Before approving, your team can modify quantities, change pricing, or swap items if stock is low directly in your ERP system.