AI spectacle collections for opticians: built, and honestly where it stands
AI spectacle collections automation is about the moment a finished pair of glasses comes back from the lab: telling the patient it's ready, chasing a balance if one is due, and following up if nobody replies. This is not about debt collection. It is entirely about collecting glasses. It runs on order status in the operational layer; prescriptions and clinical notes stay in your practice management software and are never read.
Illustrative. A scanned delivery note moves matched orders on. The board answers "what's at the lab?" without anyone looking it up.
What it is meant to do
The design has three linked jobs. A ready-to-collect text goes out the moment an order's status changes to "received from lab", with a fallback wording if the specific lens type can't be confirmed, so a patient is never sent an empty or broken message. A balance-invoice job handles any payment due on collection. A recovery step, a "janitor", exists for the exceptions: a patient with no mobile number on file, a number that's opted out of texts, or a message that simply never got a reply after several days, each of those becomes a task for a person to ring the patient directly, rather than a silent gap.
Every skip is designed to become a staff task, never a silent nothing. A patient who can't be texted because they've opted out still needs their glasses collected, so that case creates a manual-call task rather than quietly doing nothing.
How it was built
This part of the estate went through the same gate as everything else: evidence, specification, a prototype run against real order data, independent review, and an isolated import. Eleven separate defects were caught and closed by automated checks before it was allowed near a live message, including a safety monitor that once caused the very load spike it was meant to catch, and a baseline check that correctly refused to restart when it found records had moved since they were last verified. Both were fixed and the fixes are part of the build you get.
Switching it on in a practice is a short, deliberate sequence: a final fault-check run, a one-page staff notice so the team knows what is changing, and the owner's explicit go-ahead. Nothing goes to a patient before that.
Why it was built to refuse rather than assume
A patient whose phone can't receive a text, or who has opted out, cannot simply be skipped: someone still needs to tell them their glasses are ready. Every exception path in this design ends in a task for a person, never a dropped patient. That same discipline, refuse and flag rather than guess and carry on, runs through everything else Crewley does; see the agents overview for the same pattern applied to the rest of the practice.
Questions practice owners ask
Is this the same as debt collection software?
No. This is entirely about collecting spectacles that are ready, not chasing unpaid balances in the way a collections agency would. Any balance-invoice step is about a payment due on a specific order, not a wider debt process.
If it's built and certified, why isn't it switched on?
Because "certified" and "ready to run unsupervised on live patients" are treated as two separate gates at Winstanley & Son, and the second one is a deliberate owner decision, not an oversight. It is paused, not abandoned.
What happens to a patient who can't be texted?
Their case becomes a task for a member of staff to ring them directly, rather than being silently skipped. The same applies to a patient who doesn't reply after several days.
Does turning this on require rebuilding anything?
No. It requires a short cutover sequence, a final check, a staff notice, and the owner's go-ahead, on top of a system that is already fully built and tested.
How does this connect to lab order tracking?
It picks up exactly where lab order tracking leaves off: once an order is marked back from the lab, collection automation takes over the patient-facing side. See the lab order tracking page and the patient recall page for the other side of keeping patients moving through the practice.
See what a fully switched-on collections and recall system could look like for your own order board.
Book a free recall and response audit