{"slug":"deliver-fresh-vegetales-directly-from-farmers","name":"Fresh Route Coordinator","category":"Operations","customer":"Market gardeners with a van","problem":"Farmers harvest without knowing who will buy and waste resources driving half empty trucks.","value":"For market gardeners, turn daily harvest photos and local demand into a live delivery route and sold inventory, and the problem it addresses. The value hypothesis is a zero-waste logistics layer that runs automatically each morning; the pilot must establish whether that benefit is real.","format":"Operational coordination portal","screens":"Key screens: Harvest capture, live catalogue, route planner. Use a camera interface for crop identification, a grid view for neighbourhood orders, and a map view for the delivery loop. Display real time inventory levels and order status. In this product, the first view is harvest capture, followed by live catalogue and route planner.","functionality":"1. Identify crop and grade via photo. 2. Set dynamic pricing based on freshness. 3. Cluster orders by neighbourhood. 4. Generate shortest delivery loop. 5. Handle voice reorders and substitutions. 6. Print or speak route instructions.","workflow":"Capture harvest, identify and price items, view live orders, generate route, pack by stop, and deliver. Start with daily harvest photos and finish with a completed delivery route and sold inventory.","ai":"Use computer vision to recognise and grade produce from photos. Use routing algorithms to optimise collection and drop off loops. Use voice agents to handle customer reorders and substitutions. A farmer confirms the harvest grade and pricing before the route is generated.","inputs":"Daily harvest photographs and crop varieties","deliverables":"Live catalogue, delivery route sheet and sold inventory list","admin":"Farmer accounts, order history, route versions, approval states, inventory audit trail and delivery status tracking.","mvp":"One market gardener, one neighbourhood, thirty households invited via local group. The farmer photographs six crop types each morning. A single retrieval augmented generation agent writes the catalogue, confirms orders, and prints a route sheet. No app to install. No inventory dashboard. Just a photo, a list, and a drive.","expansion":"Route density increases and neighbouring farms join the standby network to ensure catalogue fullness.","usp":"A fully automated coordination layer that turns a logistics business into a self-running morning routine.","defensibility":"Network effects between farms and the density of local delivery routes.","alternatives":"Wholesale markets, grocery stores and manual WhatsApp coordination groups.","revenue":"Test a 15 percent commission on each sale.","costs":"Compute costs for vision and routing models and the standby network of partner farms.","integrations":"Local Facebook groups for household invitations and basic payment gateways.","dependencies":"Computer vision libraries, routing algorithms and voice generation APIs.","pilot":"Run a pilot with one market gardener to prove zero waste and increased revenue compared to wholesale prices.","plan30":"Week 1: Set up one farm account and invite thirty households. Week 2: Test the vision model on six crop types. Week 3: Refine pricing and routing logic. Week 4: Analyse waste reduction and order volume.","metrics":"Percentage of harvest sold and reduction in transport costs.","channels":"Local community groups and neighbourhood social media pages.","leadMagnet":"A free demonstration of the morning route generation.","message":"Turn your morning harvest into a sold inventory before the truck leaves.","retention":"Repeat orders from households and route density growth.","controls":"Delivery radius limits, substitution approval rules and grade rejection thresholds.","crossSector":"Operations; Retail","fn":["Identify crop and grade via photo","Set dynamic pricing based on freshness","Cluster orders by neighbourhood","Generate shortest delivery loop","Handle voice reorders and substitutions","Print or speak route instructions"],"sc":{"opp":6,"pain":6,"feas":9,"now":8},"phases":[{"name":"MVP","scope":"One buyer segment, one recurring use case. Manual review in the loop.","time":{"days":2,"label":"2 days"},"usd":5500},{"name":"Paid pilot","scope":"Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.","time":{"days":3,"label":"3 days"},"usd":4500},{"name":"Full product","scope":"Self-serve onboarding, billing, monitoring and the wider integration set.","time":{"days":5,"label":"5 days"},"usd":6500}],"running":[{"stage":"MVP and paid pilot","note":"about 3 customers","hosting":[30,60],"ai":[40,90],"total":[70,150]},{"stage":"Full product","note":"about 50 customers","hosting":[110,210],"ai":[280,560],"total":[390,770]}],"total":16500,"complexity":0.04,"days":10,"shot":true,"demo":true}