The Setup
A two-location dispensary with 40+ active vendors had a vendor email problem. Every payment question, delivery confirmation, credit inquiry, and settlement request landed in the owner's personal inbox. "Did you receive my invoice?" "When's my check going out?" "Can you resend the settlement report from last week?" "We have a $200 credit on your account — can you confirm?"
Each email required the owner to stop what she was doing, look up the answer in the system, compose a reply, and send it. Average handling time: 5-8 minutes per email. At 50+ emails per week, that's 6+ hours — almost a full workday — spent answering vendor questions instead of running her dispensaries.
The emails weren't complex. They were repetitive. The answers were always in the system. But someone had to look them up and write the reply. That someone was the owner.
What Changed
We onboarded ShelfiQ — ShelfSpace's AI that reads, understands, and responds to vendor communications. ShelfiQ connects to the dispensary's account data: payment history, invoice status, settlement reports, credit balances, delivery records. When a vendor emails, ShelfiQ reads the message, determines what's being asked, pulls the relevant data, and drafts a response.
In the first week, ShelfiQ handled 47 of 52 incoming vendor emails. Payment confirmations with exact check numbers and dates. Balance inquiries with line-by-line breakdowns. Settlement report requests fulfilled with the report attached. Delivery confirmation replies with Metrc manifest data.
The owner reviewed 5 emails that needed a human decision — a credit dispute, a pricing question, and three vendor relationship items that required her judgment. Total review time: 12 minutes for the week.
How ShelfiQ Works
Here's what happens when a vendor emails, step by step:
- Vendor emails arrive at the dispensary's ShelfSpace email address. Vendors email ShelfSpace, not the dispensary directly. This is how ShelfiQ sees every message.
- ShelfiQ reads the message — natural language understanding identifies what's being asked. Payment status? Invoice receipt? Credit balance? Settlement report? ShelfiQ classifies the request and determines exactly what data is needed to respond.
- ShelfiQ pulls live data — not canned responses. Every reply contains real, current data from the dispensary's account. If a vendor asks "when's my check?" ShelfiQ replies with the actual check number, amount, and date it was issued.
- ShelfiQ drafts the response — professional, data-backed, on-brand. The dispensary's name, the specific amounts, the relevant dates. Every reply reads like it came from someone who knows the account inside and out — because ShelfiQ does.
- Exceptions get routed — anything ShelfiQ can't confidently handle (disputes, unusual requests, relationship-sensitive messages) gets flagged for human review. The owner sees only what actually needs her attention.
This isn't a chatbot. It's an AI agent with read access to every piece of vendor data in the system.
The Result
47 of 52 vendor emails handled. 6+ hours per week reclaimed. The owner's inbox went from a constant stream of vendor noise to near silence — only the exceptions that actually need her attention.
And the vendors noticed too. Response times went from "whenever the owner gets to it" (often 24-48 hours) to under 5 minutes. Vendors get better service from ShelfiQ than they were getting from a human who was stretched too thin.
The owner's week is different now. She's on the floor with customers. She's training staff. She's working on expansion plans. She's not composing the same "your check went out on Tuesday" email for the 40th time.
She was spending a full workday every week answering vendor emails. Now she spends 12 minutes reviewing the ones that actually need her.
If your inbox looks anything like hers did — vendor questions piling up, the same five emails in different wrappers, answers that are always sitting in the system but no one to look them up — talk to us. We'll show you what ShelfiQ can take off your plate in the first week.