Processing and Manufacturing CRM: capturing and qualifying third party demand
A vertically integrated cannabis manufacturer
The challenge
The manufacturer had real third party and white label capacity to sell, but demand arrived through scattered, disconnected channels: visitors on the website, inbound messages on LinkedIn and elsewhere, and contacts gathered at industry events. There was no structured way to capture those prospects, no consistent follow up, and no way to know upfront whether a given job even fit available manufacturing capacity. Good opportunities slipped through the cracks, and the manufacturing team spent time on inquiries that were never a fit.
What we built
A CRM and intake system that turns scattered demand into a qualified, revenue generating pipeline.
It captures potential third party clients across every channel: website inquiries, inbound outreach on LinkedIn and other channels, contacts gathered at events, and the operator's own outbound outreach. Each new prospect is routed to the manufacturing team with what they want and need captured in a structured record.
Before anyone commits, every opportunity is checked against capacity studies, so the team knows in advance whether it can actually do the job. That single step keeps the pipeline honest and keeps effort on the work that fits.
The flow is automated end to end, with one deliberate exception: the sensitive financial portions are kept manual by design, so nothing confidential moves through automation that should not. An email contact cadence keeps current and prospective clients, fellow licensees in the market, engaged over time rather than contacted once and forgotten.
Why it generates revenue, not just efficiency
This system sits on the revenue side of the ledger. It does not trim cost in an existing process, it adds to the top of the funnel: more qualified third party clients captured, fewer lost, and only the jobs the plant can actually deliver. That is capacity turned into demand turned into revenue.
Stack: monday.com CRM, Python webhook workers on Vercel, Microsoft Graph for the email cadence, capacity study qualification logic, multi channel lead capture.
Outcomes: In its first 60 days live, it contributed to a 16% increase in third party processing clients.
Links: Internal system, no public link.
Screenshots