Human-in-the-Loop Order Review for Distributors — TarkApp
Software speed with 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 drafts 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 software might mess up a bulk B2B order?
Human-in-the-Loop Order Review for Distributors — TarkApp
When B2B distributors consider handing their WhatsApp orders to software, their biggest fear is losing control. What if it 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" generic messaging tools force you to choose between slow, entirely manual data entry or risky, zero-oversight intake.
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 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 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 intake with the safety and quality control of human oversight.
TarkApp is a Meta-verified WhatsApp Tech Provider; every order is grounded in your own catalog and prices, and your team reviews anything uncertain before it reaches a buyer.
See how TarkApp combines AI drafting with human order review
You're talking to the product. Nothing you send is added to any business's catalog.
How TarkApp compares
| Feature | Fully Autonomous Bots | TarkApp Human-in-the-Loop |
|---|---|---|
| Quality Control | Zero oversight, high error risk | Mandatory human review step |
| Data Entry | Hands-free, but risky | Software drafts it, a person approves it |
| ERP Integration | Posts final invoice directly | Posts as a draft/pending order |
Frequently asked
Does the system finalize the sales order on its own?
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 drafted order?
Yes. Before approving, your team can modify quantities, change pricing, or swap items if stock is low directly in your ERP system.