--- id: change/bcapps/10408 type: change title: "#10408 Shopify Copilot Tax Matching Agent: matching engine and data model (stack 2/3)" summary: Shopify Copilot Tax Matching Agent adds a headless matching engine that uses AI to match Shopify tax lines to Business Central tax jurisdictions, creates tax areas, and includes comprehensive unit tests. tier: official language: en tags: - feature - main - bc30 - codeunit shpfy tma activity log - codeunit shpfy tma events - codeunit shpfy tma install - codeunit shpfy tma matcher - codeunit shpfy tma register - codeunit shpfy tma upgrade system: integration review: state: reviewed by: opus at: "2026-10-08T02:07:15.614Z" flags: [] generated: at: "2026-10-08T01:26:53.141Z" pipeline: 0.2.0 prompts: extract-change: 1 input_hash: 283acc8b84a97769b29c61aac5fb547258eea372 evidence: - kind: code url: https://github.com/microsoft/BCApps/pull/10408 title: "microsoft/BCApps#10408: Shopify Copilot Tax Matching Agent: matching engine and data model (stack 2/3)" date: "2026-08-28" commit: 283acc8b84a97769b29c61aac5fb547258eea372 t: null quote: null links: learn: [] objects: - object/codeunit/30477-ca - object/codeunit/30473-ca - object/codeunit/30475-ca - object/codeunit/30471-ca - object/codeunit/30470-ca - object/codeunit/30478-ca - object/codeunit/30472-ca - object/codeunit/30474-ca - object/enumextension/30470-ca - object/enum/30471-ca - object/permissionset/30470-ca - object/tableextension/30476-ca - object/tableextension/30480-ca - object/tableextension/30477-ca - object/tableextension/30470-ca - object/tableextension/30481-ca features: [] topics: [] localizations: [] videos: [] posts: [] guidelines: [] changes: [] number: 10408 repo: microsoft/BCApps source_id: bcapps-prs url: https://github.com/microsoft/BCApps/pull/10408 kind: pr base_branch: main major: "30" merged_at: "2026-08-28T09:57:56Z" author: onbuyuka author_type: User community_contribution: false labels: - "AL: Apps (W1)" - "Build: scripts & configs" - "Team: Integrations" change_class: code change_kind: feature behavior_change: true breaking: false files: count: 49 additions: 20256 deletions: 3 al: 16 apps: - ShopifyNA objects_touched: - key: codeunit/30477 page: codeunit/30477-ca type: codeunit id: 30477 name: Shpfy TMA Activity Log app: ShopifyNA status: added - key: codeunit/30473 page: codeunit/30473-ca type: codeunit id: 30473 name: Shpfy TMA Events app: ShopifyNA status: added - key: codeunit/30475 page: codeunit/30475-ca type: codeunit id: 30475 name: Shpfy TMA Install app: ShopifyNA status: added - key: codeunit/30471 page: codeunit/30471-ca type: codeunit id: 30471 name: Shpfy TMA Matcher app: ShopifyNA status: added - key: codeunit/30470 page: codeunit/30470-ca type: codeunit id: 30470 name: Shpfy TMA Register app: ShopifyNA status: added - key: codeunit/30478 page: codeunit/30478-ca type: codeunit id: 30478 name: Shpfy TMA Upgrade app: ShopifyNA status: added - key: codeunit/30472 page: codeunit/30472-ca type: codeunit id: 30472 name: Shpfy Tax Area Builder app: ShopifyNA status: added - key: codeunit/30474 page: codeunit/30474-ca type: codeunit id: 30474 name: Shpfy Tax Match Function app: ShopifyNA status: added - key: enumextension/30470 page: enumextension/30470-ca type: enumextension id: 30470 name: Shpfy TMA Cap. app: ShopifyNA status: added - key: enum/30471 page: enum/30471-ca type: enum id: 30471 name: Shpfy Tax Match Review Mode app: ShopifyNA status: added - key: permissionset/30470 page: permissionset/30470-ca type: permissionset id: 30470 name: Shpfy TMA app: ShopifyNA status: added - key: tableextension/30476 page: tableextension/30476-ca type: tableextension id: 30476 name: Shpfy TMA Order Header app: ShopifyNA status: added - key: tableextension/30480 page: tableextension/30480-ca type: tableextension id: 30480 name: Shpfy TMA Order Tax Line app: ShopifyNA status: added - key: tableextension/30477 page: tableextension/30477-ca type: tableextension id: 30477 name: Shpfy TMA Sales Header app: ShopifyNA status: added - key: tableextension/30470 page: tableextension/30470-ca type: tableextension id: 30470 name: Shpfy TMA Shop app: ShopifyNA status: added - key: tableextension/30481 page: tableextension/30481-ca type: tableextension id: 30481 name: Shpfy TMA Tax Jurisdiction app: ShopifyNA status: added objects_unjoined: [] obsoletions: [] backports: [] fixes_issues: [] work_items: - 445769 systems: - integration quote: null joined_against: major: "30" commit: a4406cfa9e57437fedc49c53c327a199a854491e --- # #10408 Shopify Copilot Tax Matching Agent: matching engine and data model (stack 2/3) > Shopify Copilot Tax Matching Agent adds a headless matching engine that uses AI to match Shopify tax lines to Business Central tax jurisdictions, creates tax areas, and includes comprehensive unit tests. [Pull request](https://github.com/microsoft/BCApps/pull/10408) · merged into `main` (BC30) on 2026-08-28 by onbuyuka · 49 files (+20256 -3), 16 AL · feature · tier official · reviewed (checked by Opus) ## What changed - Registers a Copilot capability and calls GPT-4.1 to match Shopify tax-line titles to Business Central Tax Jurisdictions - Builds or reuses a Tax Area and seeds Tax Details - Tracks provenance (Created by Agent, Verified) and handles low-confidence matches deterministically - Configurable review-mode gate can hold Sales Document creation - Adds a test app with AITest suites, unit tests and accuracy datasets; the review UI ships in part 3 - Behaviour changes for users or extensions. ## AL objects touched - [Codeunit 30477 "Shpfy TMA Activity Log"](../../objects/codeunit/30477-ca.md), ShopifyNA (CA layer): added - [Codeunit 30473 "Shpfy TMA Events"](../../objects/codeunit/30473-ca.md), ShopifyNA (CA layer): added - [Codeunit 30475 "Shpfy TMA Install"](../../objects/codeunit/30475-ca.md), ShopifyNA (CA layer): added - [Codeunit 30471 "Shpfy TMA Matcher"](../../objects/codeunit/30471-ca.md), ShopifyNA (CA layer): added - [Codeunit 30470 "Shpfy TMA Register"](../../objects/codeunit/30470-ca.md), ShopifyNA (CA layer): added - [Codeunit 30478 "Shpfy TMA Upgrade"](../../objects/codeunit/30478-ca.md), ShopifyNA (CA layer): added - [Codeunit 30472 "Shpfy Tax Area Builder"](../../objects/codeunit/30472-ca.md), ShopifyNA (CA layer): added - [Codeunit 30474 "Shpfy Tax Match Function"](../../objects/codeunit/30474-ca.md), ShopifyNA (CA layer): added - [Enum extension 30470 "Shpfy TMA Cap."](../../objects/enumextension/30470-ca.md), ShopifyNA (CA layer): added - [Enum 30471 "Shpfy Tax Match Review Mode"](../../objects/enum/30471-ca.md), ShopifyNA (CA layer): added - [Permission set 30470 "Shpfy TMA"](../../objects/permissionset/30470-ca.md), ShopifyNA (CA layer): added - [Table extension 30476 "Shpfy TMA Order Header"](../../objects/tableextension/30476-ca.md), ShopifyNA (CA layer): added - [Table extension 30480 "Shpfy TMA Order Tax Line"](../../objects/tableextension/30480-ca.md), ShopifyNA (CA layer): added - [Table extension 30477 "Shpfy TMA Sales Header"](../../objects/tableextension/30477-ca.md), ShopifyNA (CA layer): added - [Table extension 30470 "Shpfy TMA Shop"](../../objects/tableextension/30470-ca.md), ShopifyNA (CA layer): added - [Table extension 30481 "Shpfy TMA Tax Jurisdiction"](../../objects/tableextension/30481-ca.md), ShopifyNA (CA layer): added ## Context - Work items: AB#445769 - Labels: AL: Apps (W1), Build: scripts & configs, Team: Integrations - Systems: integration Source: metadata of a merged pull request in microsoft/BCApps (bcapps): title, labels, changed paths and counts, with a summary in our words. No source text and no description beyond one short quote (D10, D61).