BudAlly — The Ledger https://budally.com/blog/ 2026-10-08T00:00:00.000Z BudAlly A checkbox is not consent: what proof looks like for cannabis loyalty and SMShttps://budally.com/blog/a-checkbox-is-not-consent/2026-10-08T00:00:00.000ZWhy 'opted_in = true' won't protect a dispensary, what a consent record must contain, how to triage a legacy list, and the only safe ways to reach the… A connector is a checkbox. So is a model. Here's what the moat in cannabis retail ops actually is.https://budally.com/blog/connector-is-a-checkbox/2026-10-08T00:00:00.000ZTreez's Winston makes a fair point: reaching a POS API isn't a moat. We agree — and a frontier model isn't one either. The durable parts are a ledger… Agents draft, humans approve: what an AI audit trail should actually containhttps://budally.com/blog/what-an-audit-trail-should-contain/2026-10-08T00:00:00.000ZIf an AI tool can change a price, send a campaign or submit a bill, its audit trail is a compliance document. The eight fields it needs, the two states… Discounts vs repeat rate: run the counterfactual before you add to Q4https://budally.com/blog/discounts-vs-repeat-rate-counterfactual/2026-10-08T00:00:00.000ZA weekday vape discount that fired on Saturdays, a first-visit discount whose customers came back less often, and the matched-cohort method that found… Learned rules you can read: how 'tell it once and it remembers' should actually workhttps://budally.com/blog/learned-rules-you-can-read/2026-10-08T00:00:00.000ZA vendor bills in cases. A store closes early on Sundays. A brand's promos never apply to medical. Every AI ops tool promises to remember these. The… Learned rules: how an agent remembers your corrections without guessinghttps://budally.com/blog/what-learned-rules-are/2026-10-08T00:00:00.000ZA learned rule is a correction made once and applied after: versioned, approved by a named person, shown on each draft, never above the state rule pack. Michigan's 24% wholesale marijuana tax: book it in cost, never on the receipthttps://budally.com/blog/michigan-wholesale-tax-book-it-in-cost/2026-10-08T00:00:00.000ZWhere the January 2026 wholesale tax lands on an invoice, which account it belongs in, how it flows to COGS and the retail price, and the retail-tax-line… Price compression: index your shelf out-the-door before you cuthttps://budally.com/blog/price-compression-index-your-shelf-out-the-door/2026-10-08T00:00:00.000ZPrices are falling faster than volume in most US markets. Before matching a competitor's number, compare on the same tax basis, match the same SKU, and… The dispensary month-end close: a checklist that reconciles to Metrc before anything postshttps://budally.com/blog/dispensary-month-end-close/2026-10-08T00:00:00.000ZNine steps from state-system cut-off to QuickBooks journal — sales by license type, COGS by package, inventory valuation, tax liabilities by state, bills… The loyalty gap: where a dispensary loses members between visit two and visit three, and the compliant way to win them backhttps://budally.com/blog/loyalty-gap-recovery/2026-10-08T00:00:00.000ZMost loyalty programs measure sign-ups. The number that matters is third-visit rate, and it falls off a cliff between days 21 and 35. How to find the gap… The Metrc discrepancies playbook: the nine mismatches a dispensary sees, what causes each, and the fix that holdshttps://budally.com/blog/metrc-discrepancies-playbook/2026-10-08T00:00:00.000ZPOS says 12, Metrc says 14; a receipt with no package; a package with no receipt; a tag on an invoice that isn't on the manifest. Nine named discrepancy… The monthly Metrc count is a race against the clock. Here’s how to stop running it.https://budally.com/blog/metrc-count-race-against-the-clock/2026-09-24T00:00:00.000ZDaily package-level reconciliation, the 3%-of-sales tolerance some states apply, and why discrepancies found on day 28 are the expensive ones. What the April 2026 Schedule III order changes for dual-license books.https://budally.com/blog/schedule-iii-dual-license-books/2026-09-22T00:00:00.000ZMedical is out of 280E; adult-use isn’t. The recordkeeping split regulators asked for, and how to tag every receipt by license type. POS API comparison 2026: what Dutchie, Treez, Flowhub, Cova and BLAZE actually expose.https://budally.com/blog/pos-api-comparison-2026/2026-09-18T00:00:00.000ZRead surfaces, write surfaces, webhooks, rate limits and partner terms — from the docs, with the gaps every operations tool has to work around.