One-off questions are useful; running workflows are where the agent earns its keep. Because it can write scripts, query PostgreSQL, and call Tryton’s JSON-RPC API, it can wire together multi-step processes that would otherwise mean custom modules or manual clicking. Here are ten workflows worth handing over, roughly in order of how quickly they pay back.
1. Confirmed Sale Means Shipped in 48 Hours
A sale that is confirmed but never shipped is revenue sitting at risk, and it happens quietly in busy weeks. The agent can compare confirmed sales against their customer shipments every morning and surface any order that has waited too long. You get a short list with names and amounts instead of discovering the backlog on a customer call. Over a month, this one alert usually pays for the whole habit. Try: “Every morning, list sales confirmed more than 48 hours ago whose customer shipment isn’t done, and message me the customer name and order total.”
2. Bank Statements In, Payments Matched
With Tryton’s bank statement features, imported statement lines can be matched to open invoices and posted as payments. The agent can watch a folder for new statement files from your bank, import them into the right journal, run the matching, post what it recognizes, and leave you a short list of the lines it couldn’t place. Once matching is trustworthy, reconciliation stops being a monthly scramble. Try: “Watch /srv/bank for new statement files, import them into the bank journal, auto-match lines to open invoices, and post a list of whatever didn’t match.”
3. Webshop Orders Become Tryton Sales
If you sell through WooCommerce or a similar shop, every paid order needs a party, a sale, and a stock reservation inside Tryton, or your stock counts and customer records fork. The agent can poll the shop’s API on a timer and create the corresponding records over Tryton’s JSON-RPC interface, flagging orders that reference products or customers it couldn’t match. It can push stock levels back to the shop, so the storefront stops overselling. Try: “Every 15 minutes, pull new paid orders from my WooCommerce store and create the corresponding confirmed sales in Tryton with the right customer, products, and quantities.”
4. Recurring Invoicing on the First of the Month
Service businesses re-invoice the same customers every month, and doing it by hand is an afternoon of copy-paste. The agent can keep a contract list, generate the draft invoices on schedule, validate them, and email them out — you only review the exceptions. Keep the contract list in a simple file on the server and the agent reads it directly, no extra software needed. Try: “On the first of each month, create draft invoices for every active contract, validate the ones under 1,000, and email them to each customer.”
5. Reorder Points That Actually Reorder
Tryton’s stock supply machinery can hold reordering rules per product and warehouse, but rules only help if someone acts on them. The agent can compute current quantities against the rules each evening and draft purchase requests for anything below its minimum, grouped by supplier so one email covers a whole vendor. It can also draft the supplier emails, quoting quantities and requested delivery dates. Try: “Each evening, compare product quantities in the main warehouse against the reordering rules and create purchase requests for anything below its minimum, grouped by supplier.”
6. Drop-Ship Chains Verified Daily
With the drop-shipment setup, a sale of a non-stocked product should automatically create a purchase to the supplier, and that purchase should be confirmed quickly or the customer waits. The agent can audit yesterday’s sales each day and confirm every drop-ship product has a matching purchase order pointing at the right supplier. Gaps get flagged before the customer notices the delay. Try: “Check yesterday’s sales for drop-ship products and confirm each one has a matching purchase order to the right supplier, and flag any gaps.”
7. Production Planned From Confirmed Sales
If you manufacture, next week’s demand should already be sitting as production orders, not as a surprise on Monday. The agent can take confirmed sales due to ship soon, explode their bills of materials, check what stock already covers, and draft production orders for the shortfall. If you run shifts on work centers, it can spread the orders across the calendar so nothing lands on an impossible day. A human reviews quantities and timing before confirming anything. Try: “Look at confirmed sales due to ship in the next 7 days, explode their bills of materials, and draft production orders for the quantities we can’t cover from stock.”
8. Timesheets Turned Into Invoices
Billing project work from Tryton’s timesheet means gathering hours per customer and formatting them so a client will actually pay. The agent can collect all uninvoiced time entries for billable projects and assemble draft invoice lines grouped by employee and day, ready for your review and one edit pass. Consistent formatting also cuts the back-and-forth when clients question a line. Try: “At month end, collect all uninvoiced timesheet lines for billable project work and draft one customer invoice per project, grouped by employee and day.”
9. Currency Moves Against Your Margins
If you buy or sell in multiple currencies, exchange-rate drift eats margin long before any invoice looks wrong. The agent can refresh currency rates from a public feed, then scan recent sales and flag the ones whose margin dropped below your floor because of the rate change. That turns a spreadsheet chore into a weekly heads-up you can act on while the orders are still open. Try: “Update currency rates from the European Central Bank feed, then list sales from the last 30 days whose margin fell below 20% because of the rate change.”
10. The Monday Operations Digest
You should not have to log in to know the system is healthy. The agent can assemble backups, scheduled-task results, database size, failed login attempts, and the count of draft invoices waiting on you into one short report, delivered on a cadence you choose. It is the cheapest monitoring you will ever run. If anything in the digest looks wrong, the same chat can dig into that one item immediately. Try: “Every Monday at 8:00, send me a digest: backup status, failed scheduled tasks, database size, failed login attempts, and the number of draft invoices waiting on me.”
Start with a single workflow, watch it for a week, then add the next. The scripts live on your own server and the agent will show you exactly what each one does, so nothing is opaque and everything stays yours.
