Chisel e-Store Wiki for the Chisel team Open Admin →
Team and tools

Ops Assistant

The chat assistant inside the admin that reads live data and prepares changes for you to approve.

Ops Assistant (under Extensions) is a chat box that answers questions from live data and prepares changes as drafts. It never changes anything on its own: it cannot publish, price, approve, pay or refund. You read the draft and click Apply.

The Ops Assistant page
The Ops Assistant page

Good questions to ask

The chips on the page are the ones we use most:

  • Which brands still owe HSN codes?
  • Any orders past their ship-by date?
  • Sales by vendor in the last 30 days
  • Affiliate commissions accrued and unbatched
  • Vendor applications waiting for review
  • Which promotions are live?

You can type your own: "Which Plum products are out of stock?", "How many orders came from the Medifit store this month?", "Draft a 10% promotion for Athlos valid till Sunday."

Reading the answer

Answers come as labelled blocks:

  • Read from live data: a table or a set of numbers. This is fact, pulled at that moment.
  • Proposed draft — nothing has changed: a change the assistant suggests, shown as a before/after list. Two buttons: Apply and Dismiss.
  • Applied outcome: what actually happened after you applied, including anything that could not be done.

Drafts also appear in the Drafts panel on the right until applied, dismissed or expired.

Applying a draft

  1. Read every line of the before/after.
  2. Click Apply. The system re-reads the live data first; if something changed since the draft was made, it refuses and tells you why.
  3. For high-risk drafts (turning a promotion on or off, approving or rejecting a vendor, payout changes) the person applying must be different from the person who asked. This is on purpose; it is the maker-checker rule.

Everything is written to an audit log with who asked, who applied and the result.

Limits

  • It only knows what is in Chisel's system. It cannot look at courier sites, PayU or email.
  • It is switched on per environment. If the page says the assistant is switched off, that is a setting, not a fault; ask Haloweave.
  • It does not learn from chat; each conversation starts fresh.

The same assistant exists in the vendor portal, limited to that brand's own data, and is available to partners through their dashboard in a later phase.

Last built 16 October 2026. Something wrong or missing on this page? Tell the Haloweave team and we will fix it in the next build.