ai ops
for modern
manufacturing.
every tool, connected. every step, automated. every order, in view.
every tool.
when an inquiry lands, anvy doesn't just file it. specialized agents run the order from casual customer message to production-ready spec — costed, sourced, scheduled, quoted. in minutes, not days. scroll to step through.
intake/
- casual customer messages · pdf tech packs · reference images
- →clean, structured manufacturing spec
- apparel · "need 200 hoodies, french terry, 2-color screen" → structured tech pack
- →marco@verve-coffee.co
- →200 units
- →pullover hoodie
- →french terry · 380 gsm
- →2-color screen + sleeve patch
- →jun 30, 2026
- [x]read an inquiry
- [x]draft a quote
- [ ]validate spec against your shop
- [ ]cost the bom in real units
- [ ]source vendors, draft rfqs
- [ ]build production schedule
- [ ]draft quote in your voice
- [ ]thread vendor + customer replies
- [ ]watch for stalled orders
- [ ]push to your erp
- [x]read inquiries from email + whatsapp
- [x]validate spec against your shop
- [x]cost the bom in real units
- [x]source vendors, draft rfqs
- [x]build production schedule
- [x]draft quote in your voice
- [x]thread vendor + customer replies
- [x]watch for stalled orders
- [x]draft follow-ups before things slip
- [x]push to your erp
conversations thread.
every message gets linked to the right order. replies thread back automatically — no false “new order” alerts, no copy-paste, no losing track of who said what.
need 200 hoodies, french terry, two-color screen, end of june.
quote attached — $14,180 total, 28-day lead with sampling. reply to approve.
approved. can we add an embroidered patch on the sleeve?
follow-ups draft
themselves/
stalled conversations get nudged with a draft you can send in one click. silent customers, silent vendors, schedule slips — anvy writes the follow-up, you just approve it.
- quote sent to eight sleep — no reply
- rfq to atlas leather — no response
- order #2103 cutting phase behind
threading uses rfc 5322 message-id headers — the same standard email itself uses.
every vertical
is its own pack/
the engine stays. the language changes. agents get tuned to your vertical's units, processes, pricing logic, and lead times — no matter what you build.
pushes finalized orders to the
system you already run/
no double-entry. no parallel system to babysit. the factory floor sees the order without anyone copying anything.
- 01aims 360/
- 02the edge/
- 03netsuite/
- 04your system of record
hours back.
every order/
bring a few real inquiries to a demo. we’ll run them through the pipeline live so you see exactly what anvy would do on your shop’s own work — not a sandbox, not a script.