Industry 4.0 for Food & Bev
Seamdeck runs the operational spine — ordering, production, routing, delivery, invoicing — and layers agents on top of it: software that configures itself, builds its own screens, and turns plant work into a record worth licensing. Adopt the modules you need; keep the systems you already run.
10 years food and beverage operations at a commercial DSD/frozen food manufacturer and distributor.
2× founding engineer at Y Combinator-backed startups.
Runs across every stage
dsd case study
How we’re rebuilding operations for DSD food manufacturing.
The vertical Seamdeck runs today — makers and distributors who own their routes. Six numbers move.
- Same-store sales
- +10-16%
- Delivery defect churn
- Lower
- Accounts per route
- +10-15%
- Operating cost
- $200–500kper year
- Days sales outstanding
- −8–15days
- Production lead time
- 24–48hearlier
Flex capture (P30 standing order → actual demand) + SKU adds. 8-12% + 3-5%.
Less mistakes, less churn.
Route management means more efficiency.
Labor reduction, legacy maintenance costs, etc.
Invoiced at delivery, not later.
Know orders further in advance, schedule POs ahead of time.
*estimated from a prospective DSD operator with 50+ routes
data + agentic ai
Ask questions over your production data.
Seamdeck’s built-in analytics chat answers in plain English, with charts built from your live orders, products, and routes.
Top products by revenue — last 30 days
Net revenue, USD millions
Sourdough loaf led at $9.8M — up 12% on May. Your top five SKUs drove 63% of last month’s $52.3M in revenue, with Brioche buns close behind at $8.1M.
agentic implementation
The implementation firm ships with the software.
A real ERP rollout runs $50k–150k and months with a systems integrator — most bakeries never get one. Connect Claude to your account instead: it interviews you, configures the system, and locks itself out before you go live.
Statement of work
- Discovery workshops6 weeks
- Fit-gap document4 weeks
- Configuration10 weeks
- Change order, per switchbillable
- Support retainermonthly
- mirrors your permissions
- disables need your word
- every change logged
- one switch, writes off
Two Walmart DCs
6 of our 14 are owner-operators
5pm the day before
Five more, then a plan.
seams generative ui
Describe the screen you need. Watch it get built.
Tell Seamdeck what you’re trying to accomplish and watch the page build in real time — KPI tiles, charts, tables, running on the orders, routes, and invoices already in your system. Keep it as your own draft or publish it to the whole company. No contractor, no implementation consultant, no ticket in a backlog.
- Prompt it in plain English — no SQL, no spreadsheet exports
- Wired to your live data: orders, routes, invoices, production
- Read-only by design — it can’t change or break anything
- Your draft until a manager publishes it as a page for everyone
Open overdue
$4,860
Accounts
11
Oldest
34 days
Illustrative session — sample data.
ai cybernetics
Turn your processes into the training data frontier AI robotics labs want. Sell it — or get your work automated.
Running a plant on Seamdeck pairs line video with the decision that caused it and the outcome that followed. Video alone is cheap. Video with ground truth is what robotics companies and frontier labs cannot buy anywhere else.
opt-in program · forming
camera.annotated The line camera feed, classified frame by frame.
erp.metadata The production metadata Seamdeck attaches to that same second.
Who is asking
Robotics companies
video + act → measureSimulators have never handled proofed dough.
Frontier AI labs
decide → correctPlans that met the physical world and got fixed.
Automation machinery firms
resource.downtimeDuty cycles from the machines they sold.
integrations
Plugs into the systems you already run.
Seamdeck sits at the center of your operation. It can input or output data to whatever other systems you use. Email, spreadsheets, Legacy ERPs, and more.
Schedule
Pick a time that works.
Thirty minutes, a live system, and your operation on the screen. Choose a slot below and you will get the calendar invite immediately.
Calendar not loading? Book directly on Google Calendar.