Retail Analytics & Store Dashboard

核心功能

Sales, basket-size and conversion dashboards on a dedicated Business Central Role Center, refreshed via a scheduled job queue entry

Store and channel comparison driven by your existing BC dimensions (Store, Location, Sales Channel) with drill-through to source documents

Gross margin and markdown analysis computed from Item Ledger Entry cost and Sales Line, with no change to your posting routines

Hourly heatmaps and per-staff performance from POS transaction timestamps and salesperson codes

Top and bottom SKU and category insight with configurable ranking windows and thresholds

Custom AL table extensions and event subscribers that aggregate KPIs without modifying base-app objects

Custom API pages (OData v4 / REST) exposing every KPI for Power BI, Dataverse and Power Platform consumption

Dedicated permission sets so analytics access is granted separately from posting and admin rights

Delivered as a signed per-tenant extension installable on Business Central cloud (SaaS) or on-prem

Configurable margin rules, markdown definitions and store mappings matched to your data during build

Job-queue-based incremental aggregation that keeps Role Center load times low on high-volume tenants

Optional Power BI report pack wired to the extension's API pages for embedded in-client analytics

按需定制，全程代劳

无需自行搭建——由 ECOSIRE 构建、安装并提供支持的可用应用。

您下单

以一次性构建价格开始。我们在启动时与您共同确定范围。

我们构建与安装

ECOSIRE 在您的 Dynamics 365 Business Central 上构建、配置并安装。

上线 + 支持

约 2–4 周内上线，并提供上线后的支持期。

关于此产品

Retail Analytics & Store Dashboard is a custom Microsoft Dynamics 365 Business Central extension that turns your live sales, inventory and POS data into the store-performance metrics retail and hospitality leaders actually run on — without you building a single report.

This is not an instant AppSource download. ECOSIRE designs, develops and installs this as a per-tenant AL extension directly on your Business Central environment (cloud or on-prem), tuned to your chart of accounts, item categories, store dimensions and POS feed. We deploy it, validate it against your data, hand over the permission sets, and support it after go-live.

Under the hood it ships as a clean AL package: table extensions on Sales Line, Item Ledger Entry and POS transaction tables; page extensions and dedicated Role Center pages hosting the dashboards; and event subscribers that compute basket size, conversion, gross margin and markdown without altering posting logic. KPI aggregation runs on a scheduled job queue entry so the Role Center stays fast even on large transaction volumes.

Dashboards cover sales and conversion, store and channel comparison, gross-margin and markdown analysis, hourly heatmaps with staff performance, and top/bottom SKU and category movers. Data is exposed through custom API pages (OData v4 / REST) so the same KPIs flow into Power BI and the Power Platform via Dataverse, or into your own warehouse — no screen-scraping.

Because it is per-tenant, your dimensions, store structure and margin rules are first-class, not forced into a generic template. You own the install; ECOSIRE owns the build quality, the AppSource-grade technical validation, and the ongoing fixes and version bumps as you upgrade Business Central.

你得到什么

Signed per-tenant AL extension (.app) installed on your Business Central environment by ECOSIRE

Retail analytics Role Center with all dashboards, KPI tiles, heatmaps and drill-throughs

Custom API pages (OData v4 / REST) documented for Power BI and Power Platform / Dataverse integration

Dedicated permission sets and a job queue setup for scheduled KPI aggregation

Configuration of store, channel, margin and markdown mappings against your live data

Installation, smoke-testing and KPI validation against your actual sales and inventory records

Admin handover guide plus end-user notes for reading and filtering the dashboards

Post-go-live support window with bug fixes and a Business Central version-compatibility check

这是给谁的

Multi-Store Retail Operations Director

Runs several stores or channels and needs side-by-side store, basket and conversion comparison without waiting on a BI team to build reports.

Hospitality / Restaurant Group Owner

Wants hourly heatmaps and staff-performance views to schedule shifts and spot peak-hour and margin patterns across venues.

Retail Finance & Merchandising Manager

Tracks gross margin, markdown impact and top/bottom SKU movement straight from Business Central posting data to protect margin.

Business Central Administrator / IT Lead

Needs analytics added as a clean per-tenant extension with proper permission sets and job queue, not as risky base-app customization.

Retail Analytics & Store Dashboard 如何比较

标准	伊科西尔	定制建造	竞争对手
Retail-specific dashboards (basket, conversion, heatmaps) ready out of the box	包含	部分支持	部分支持
Installed and supported on your own tenant by the builder	包含	部分支持	不包括在内
Tailored to your dimensions, store structure and margin rules	包含	包含	不包括在内
Clean per-tenant AL extension (no base-app modification)	包含	部分支持	包含
KPI API pages (OData/REST) for Power BI & Dataverse	包含	部分支持	部分支持
Gross-margin & markdown analysis from posting data	包含	部分支持	部分支持
Fixed one-time build cost with no per-user app subscription	包含	不包括在内	不包括在内
No dependency on a third-party publisher's roadmap	包含	包含	不包括在内

关于Retail Analytics & Store Dashboard的常见问题

Is this an AppSource app I can install instantly?

No. It is a build-to-order extension. ECOSIRE develops it as a per-tenant AL extension and installs it directly on your Business Central environment, configured against your stores, dimensions and margin rules. There is no public AppSource one-click download for it.

How long does delivery take after I order?

Typical lead time is about 2 to 3 weeks from kickoff. We confirm your store structure, dimensions, POS feed and margin definitions, build and validate the extension against a sandbox copy of your data, then install on production with you. Complex multi-entity or heavily customized tenants can extend this, and we tell you the honest estimate before we start.

What ongoing support and updates do I get?

Your purchase includes a post-go-live support window covering bug fixes and a Business Central version-compatibility check so the extension keeps working through your next BC upgrade. Beyond that window, ECOSIRE offers ongoing support and enhancement on request. Because it is your per-tenant extension, you are never blocked by a third-party publisher's roadmap.

Will this change my existing posting or financial data?

No. The extension reads from existing tables (Sales Line, Item Ledger Entry, POS transactions) and uses event subscribers and table extensions to aggregate KPIs into its own objects. It does not alter base-app posting logic or your financial figures — it only computes and displays analytics on top of them.

Can the KPIs feed Power BI or the Power Platform?

Yes. We expose every KPI through custom API pages (OData v4 / REST), so the same data flows into Power BI, into the Power Platform and Dataverse, or into your own data warehouse. An optional Power BI report pack wired to those API pages can be included.