Cannabis and Dispensaries
Recover staff hours. Catch inventory issues sooner. Protect margins across every store.
Your managers should not be spending nights reconciling POS exports, checking Metrc discrepancies, answering the same product questions, rebuilding sales reports, or chasing vendor paperwork by hand.
MVP.dev builds AI automation systems for cannabis dispensaries that plug into the tools you already use, including Dutchie, Jane, Treez, Flowhub, Cova, Meadow, Blaze, Greenbits, Metrc, BioTrack, Leafly, Weedmaps, Alpine IQ, Springbig, Headset, and QuickBooks Online.
We help dispensaries reduce missed calls, speed up inventory review, improve vendor and invoice controls, and give operators cleaner visibility into sales, margin, labor, and compliance exceptions.
Production-ready in 3 to 4 weeks.
Get a Workflow Fit Assessment See the Cannabis & Dispensaries Automation DemosBuilt for dispensaries that have demand, but not enough clean operating capacity
This is for single-store dispensaries, multi-location operators, delivery teams, vertically integrated retailers, and cannabis groups that already have systems in place but still depend on manual follow-up, manual reconciliation, and manager memory.
You are likely a strong fit if:
- Your team misses calls during rushes or spends too much time answering repeat questions
- Inventory counts, Metrc adjustments, and POS discrepancies still require too much manual review
- Managers rebuild sales, margin, labor, and promotion reports in spreadsheets
- Vendor invoices, manifests, COAs, and payment checks are reviewed through email or shared folders
- Your stores use Dutchie, Jane, Treez, Flowhub, Cova, Meadow, Blaze, Metrc, BioTrack, or a similar cannabis stack
- You want better workflows inside your current tools, not a disruptive software migration
If your stores are growing but operators still need spreadsheets, group chats, and after-hours cleanup to keep up, there is almost certainly margin and labor trapped inside the workflow.
The fastest wins we usually find
Missed calls and repetitive customer questions
Every missed call can become a lost pickup order, delivery order, or first-time visit.
We build phone workflows that answer quickly, handle common questions, check basic store information, capture customer intent, and route the right calls to staff when a person needs to step in.
The goal is simple:
- Fewer missed calls during peak hours
- Fast answers for hours, location, order status, and product availability questions
- Clear handoff to staff for sensitive or high-value situations
- Texts or summaries sent after the call when appropriate
For busy stores, this can recover 20 to 40 missed calls a week and save 5 to 10 staff hours from repeat phone work, without asking budtenders to stop serving the line.
See the Voice Booker Demo →Customer support without making budtenders repeat themselves all day
Your team should not answer the same policy, pickup, loyalty, delivery, and product-category questions hundreds of times a week.
We build support agents that answer from your approved store policies, menus, FAQs, return rules, loyalty terms, delivery boundaries, and compliance-safe product guidance. Sensitive questions can be escalated to a human before a reply is sent.
Customers get clear answers on:
- Pickup and delivery steps
- Store policies and required ID
- Loyalty points and offers
- Product category guidance without medical claims
- Order status and escalation needs
Many dispensaries can deflect 25 to 40 percent of routine support questions while keeping a human review path for anything compliance-sensitive or customer-specific.
See the Customer Service Agent Demo →Sales, margin, inventory, and labor reporting that operators can trust
If your weekly operating meeting starts with exports from Dutchie, Metrc, payroll, loyalty, and accounting, the report is already costing too much.
We build executive dashboards that combine POS, ecommerce, inventory, loyalty, labor, accounting, and marketing data into one operating view, with a short weekly narrative and recommended actions.
Each operator view can show:
- Gross margin by category, brand, and store
- Slow-moving inventory and aging stock
- Promotion performance after discounts
- Labor pressure by daypart
- Metrc or POS exceptions that need review
The goal is to cut 6 to 12 hours of weekly spreadsheet work and help managers spot margin leaks before the next month-end review.
See the Executive Dashboard Demo →Vendor, invoice, and manifest review before cash goes out
Cannabis margins are already tight. Paying the wrong amount, missing a credit, or accepting messy paperwork makes them tighter.
We build vendor review workflows that compare invoices, manifests, POs, receiving records, COAs, contract terms, and vendor history before payment or approval.
Your team gets a clear review memo:
- Does the invoice match what was received?
- Are credits, discounts, or terms missing?
- Is the vendor known and approved?
- Are any documents missing or inconsistent?
- Should this be approved, reviewed, or escalated?
This can reduce invoice review time by 50 to 70 percent on common vendors and create a cleaner audit trail for accounting and compliance review.
See the Invoice Due Diligence Demo →Your current tools stay in place
We build the workflow layer around your existing cannabis retail environment.
Supported and common systems include:
Your POS stays where it is. Your Metrc or BioTrack process stays where it is. Your staff keeps using the systems they already know.
We add the workflow layer that reads, routes, reviews, summarizes, flags exceptions, and writes back only where appropriate and approved.
Three focused offers
Store Operations Leak Finder
For dispensaries losing too much staff time to calls, support questions, manual checks, and manager follow-up.
Includes
- Workflow mapping by store
- Missed-call and support-volume review
- Customer question classification
- Escalation rules
- Staff handoff flows
- Daily operating summaries
- Workflow handoff documentation
Best for
- Single-store dispensaries
- Multi-location retailers
- Delivery operations
- Stores with high phone or support volume
Inventory, Compliance, and Exception Review System
For operators spending too much time finding POS, Metrc, receiving, and inventory discrepancies after the fact.
Includes
- POS and traceability data review
- Inventory exception queues
- Receiving and manifest checks
- Aging stock alerts
- Discrepancy summaries
- Manager review workflow
- Audit trail documentation
- Optional write-back where systems allow it
Best for
- High-volume stores
- Multi-location operators
- Vertically integrated retailers
- Teams with recurring Metrc or inventory cleanup
Cannabis Executive Dashboard and Margin System
For owners who want cleaner visibility into store performance without rebuilding reports every week.
Includes
- Store KPI dashboards
- AI-generated weekly narratives
- Margin and discount analysis
- Labor and daypart views
- Inventory aging alerts
- Recommended action summaries
- Optional owner-facing reporting views
Best for
- Owners and operators
- Multi-store retail groups
- Teams managing promotions and loyalty
- Dispensaries trying to protect margin under 280E pressure
Start with one workflow. Prove the ROI. Expand from there.
You do not need a full AI transformation project to get value.
The safest path is to pick one painful workflow, automate it, measure the results, and then expand once the system proves itself.
Most dispensaries start with one of these:
- Missed-call handling and customer question routing
- Inventory exception review
- Metrc or BioTrack discrepancy summaries
- Vendor invoice and manifest review
- Weekly store performance dashboards
- Policy and SOP knowledge retrieval
This keeps the first project focused, measurable, and easier to approve.
Typical engagement range
Most cannabis workflow builds start with a focused pilot.
Starter Workflow Pilot
Best for one high-value workflow
$7,500 to $15,000
Dispensary Workflow Buildout
Best for multiple workflows or multi-location operations
$15,000 to $40,000
Ongoing Optimization and Support
Best for operators that want continuous improvement, reporting, new workflows, and support
$1,500 to $7,500 per month
Final pricing depends on workflow count, system access, data complexity, store count, compliance requirements, approval rules, and whether the workflow writes back into production systems.
The first step is not a giant commitment. It is a workflow fit assessment that identifies the fastest path to measurable ROI.
What waiting costs
Manual dispensary workflows do not just waste time. They quietly leak sales, margin, and manager attention.
Every month you delay:
- Budtenders spend time on repeat calls instead of customers in the store
- Missed calls turn into missed orders or lost first-time visits
- Inventory issues are found after they have already affected margin or compliance review
- Managers rebuild reports instead of acting on them
- Vendor credits, pricing mistakes, and invoice issues are caught later
- New store capacity requires more manual oversight instead of better operating leverage
If your dispensary is already busy, better workflow is not a side project. It is how you protect margin without simply adding more people to every shift.
How the engagement works
Week 1: Find the highest-value leak
We review your call flow, customer support process, inventory review, Metrc or BioTrack workflow, vendor invoice process, reporting flow, or SOP retrieval process.
You get:
- Workflow map
- Automation opportunity ranking
- KPI targets
- Fixed-scope recommendation
- Implementation plan
We define success before building anything.
Week 2: Build against your real workflow
We connect to the systems, documents, exports, menus, store policies, vendor records, inventory data, or reporting sources needed for the selected workflow.
We build around your actual process, not a generic retail template.
Week 3: Test, tune, and review
We run real historical examples through the workflow in staging. For inventory or invoice workflows, this can include prior discrepancies, manifests, receiving records, and vendor invoices so the system can be tested against known outcomes.
You see:
- Accuracy results
- Exceptions
- Failure cases
- Confidence thresholds
- Review queue behavior
- Estimated time savings
Nothing goes live until the workflow is validated.
Week 4: Deploy, monitor, and support
We deploy the workflow, train the relevant users, monitor initial results, and support the first production cycle.
You get:
- Production workflow
- Dashboard or review queue
- Documentation
- Admin handoff
- 30 days of support
- Recommendations for the next workflow
Most builds are designed to pay back in 6 to 8 weeks of live use, depending on store volume, labor cost, workflow scope, missed-call volume, and how much manager time is recovered.
Built for regulated cannabis operations
Cannabis workflows have to be controlled, auditable, and careful with customer, employee, inventory, and compliance data.
Our systems are designed around:
- Least-privilege access
- Encrypted data in transit and at rest
- Role-based access by store, region, and function
- Audit logs for AI-assisted decisions
- Human review thresholds for compliance-sensitive actions
- No silent write-back below confidence threshold
- PCI-aware handling for payment-adjacent workflows
- Customer privacy controls for loyalty, order, and ID-related data
For operators with state traceability, PCI, customer privacy, retention, or internal audit requirements, we design the implementation around your security and compliance needs from the start.
Example outcomes
| Workflow | Before | After |
|---|---|---|
| Inbound calls | Budtenders answer repeat questions or calls go unanswered during rushes | Routine calls handled quickly, edge cases routed to staff |
| Inventory reconciliation | POS, Metrc, receiving, and spreadsheets checked manually | Exception queue shows discrepancies that need review |
| Vendor invoice review | Invoices, manifests, credits, and terms checked through email | One-page review memo before approval or payment |
| Store reporting | Managers rebuild sales, margin, labor, and promotion reports | Weekly dashboard with operator-ready narrative |
| SOP and policy questions | Staff ask managers or search old docs during the shift | Cited answers from approved SOPs and store policies |
Why MVP.dev
MVP.dev builds AI business operating systems, internal tools, and automation layers for companies that need real operational outcomes, not AI experiments.
You get:
- 25 years of software architecture and delivery experience
- AI automation strategy and implementation under one roof
- Practical systems built around existing workflows
- Human-in-the-loop design where accuracy matters
- Clear KPIs before development starts
- Production-minded delivery, not prototype theater
The goal is not to impress your team with AI.
The goal is to give staff time back, reduce operational drag, protect margin, and help the business run cleaner with the people and systems it already has.
Building the operating playbook too?
Our partners at osforyour.business/cannabis-dispensaries cover the org-design, process, and people side of running a modern cannabis operation. We handle the execution layer that makes it run, so the system they help you design actually delivers the hours back.
Frequently Asked Questions
How much time or money can this save?
It depends on store count and volume, but the fastest savings usually come from missed-call handling, support questions, reporting, inventory review, and vendor invoice checks. A single busy store may recover 8 to 15 staff or manager hours per week. Multi-store operators may save $2,500 to $10,000 per month when labor time, missed orders, reporting cleanup, and invoice errors are included. During Week 1, we define the target KPIs before the build starts.
Will this work with Dutchie, Jane, Treez, Flowhub, Cova, Metrc, or BioTrack?
Yes. We build around your current stack wherever access is available through APIs, exports, webhooks, reports, or approved integrations. The goal is to improve the workflow around your POS, ecommerce, traceability, loyalty, and accounting tools, not force your team into a new system.
Will this replace our POS or traceability system?
No. Your POS stays in place. Your Metrc, BioTrack, or state traceability process stays in place. We add a workflow layer that reads, routes, summarizes, flags exceptions, and writes back only where appropriate and approved.
Can this help with Metrc or BioTrack discrepancies?
Yes, in the areas where your data access and state rules allow it. We can build exception workflows that compare POS, receiving, inventory, manifests, and traceability exports, then surface the items that need human review. The system should not blindly submit compliance actions without the right approval path.
Can it answer cannabis product questions safely?
Yes, with guardrails. We can ground answers in approved menus, product descriptions, store policies, and compliance-safe guidance. We can also block or escalate questions that involve medical claims, dosing advice, legal interpretation, age-sensitive issues, or anything your team wants reviewed by a person.
Is customer data protected?
We design the system around least-privilege access, encryption, role-based controls, audit logs, and data minimization. For loyalty, order, delivery, and ID-adjacent workflows, we limit what the system can access and log based on your policies and compliance requirements.
What is the first step?
Start with a workflow fit assessment. We identify the workflow with the highest ROI potential, estimate the time or revenue impact, and recommend a focused pilot. You will know what should be built, why it matters, what it should cost, and how success will be measured before committing to a full implementation.
Get the hours and margin back
If your dispensary is still relying on missed-call callbacks, spreadsheet reporting, manual inventory review, vendor email chains, or manager memory, there is likely a cleaner way to run the operation.
MVP.dev can help you identify the highest-value workflow, build the automation layer, and deploy it inside your current cannabis retail stack.
Get a Workflow Fit Assessment See the Cannabis & Dispensaries Automation Demos