Distributor Sales and Inventory Dashboard Requirements

Distributor sales and inventory dashboard requirements are the written rules for who sees which numbers, which ERP objects feed them, how often they refresh, and what “good” looks like for a regional wholesale distributor—before anyone opens Power BI, Looker, or a blank React screen. For operators on NetSuite or Microsoft Dynamics 365 Business Central, the dashboard is not a gallery of KPI tiles. It is an internal ops surface for sales ops, warehouse managers, purchasing buyers, and CSRs who need available-to-promise (ATP), open order backlog, fill rate, and stock-by-location without exporting five Excel workbooks every Monday.

Most search results for distributor dashboards sell BI templates: sales / inventory / purchasing packs, Excel KPI workbooks, or vendor galleries with thousands of chart layouts. Those pages answer “which widgets look nice.” They skip the decisions that make a custom build succeed or fail: role matrix, source-of-truth fields, soft vs hard stockouts, multi-warehouse aggregation, and a stop date in the SOW. This post is the requirements card Wolverine Solution uses when scoping a fixed-scope sales + inventory ops dashboard—not a buyer-facing portal, and not a full WMS.

Multi-warehouse inventory sync for regional distributors covers stock truth across sites. distributor dashboard kpi examples for wholesale ops lists metric definitions. This page answers what must be true in the SOW so those KPIs are trustworthy. fixed scope software development for startups is the commercial pattern for the build itself.

What are distributor sales and inventory dashboard requirements?

Distributor sales and inventory dashboard requirements define the roles, ERP data contracts, refresh cadence, exception states, and acceptance tests for an internal ops dashboard so sales and inventory numbers match the warehouse and the order book—not a pretty chart that drifts from NetSuite or Business Central.

Skip that list and teams buy a BI pack, map a few fields, then learn “on hand” ignores committed sales orders—or Branch 02’s stock gets double-counted after a transfer. Requirements turn those surprises into written exclusions and phase boundaries.

A useful requirements pack usually covers six layers:

Layer	What you lock in writing
Roles	Who sees which tiles (sales ops, warehouse, purchasing, ownership)
Objects	Sales orders, item fulfillment, inventory balance, transfers, purchase orders
Metrics	Definitions, not just names (fill rate numerator/denominator)
Grain	Company / location / customer / SKU / day
Refresh	Near-real-time vs nightly batch; what “stale” means
Exceptions	Credit hold, backorder, negative ATP, cycle-count variance

If a vendor proposal only lists chart types and “ERP integration,” you do not have requirements yet—you have a mood board.

How is an ops dashboard different from a BI template or a customer portal?

An ops dashboard is an internal tool tied to ERP truth for people who run the warehouse and the book; a BI template is a chart pack; a customer portal is a buyer-facing ordering surface with pricing, credit, and self-serve status. Mixing those three jobs in one SOW is how projects balloon.

Surface	Primary user	Job	Typical stack touch
Sales + inventory ops dashboard	Sales ops, warehouse, purchasing	Decide what to ship, buy, and escalate today	Read models from NetSuite / BC; React / Next.js UI
BI template (Power BI, Excel, vendor packs)	Analyst / owner	Trend and board reporting	Semantic models, scheduled refresh
B2B customer portal	Buyer, AR, CSR	Place orders, see invoices, credit holds	Auth, price levels, ATP for the buyer

BI packs win when leadership wants weekly slides. Custom ops dashboards win when the Monday standup still runs on screenshots because ATP, open POs, and location-level stock disagree. Keep buyer-facing portal UX and credit rules in a separate SOW so they do not hijack an internal reporting build.

Which roles and permissions belong in the requirements?

Name the roles first: sales ops, warehouse lead, purchasing buyer, CSR lead, and ownership each get a different default view and write path—or no write path—so the dashboard does not leak cost or margin to the wrong seat. Role design is a requirements item, not a polish pass.

Minimum role matrix for a regional wholesaler:

• Sales ops / inside sales — open orders by ship date, backorder aging, customer-level fill rate, ATP by SKU (no vendor cost if you protect margin).
• Warehouse manager — on-hand vs committed by location, picks due today, transfer-in / transfer-out queues, cycle-count exceptions.
• Purchasing buyer — days of supply, open PO ETA vs stockout risk, supplier OTIF where you already capture receipts.
• CSR lead — order exceptions (credit hold, partial ship, address hold) that block promised dates.
• Owner / GM — company roll-up: revenue vs plan, gross margin trend, inventory turns—usually read-only and less granular.

Write which roles are read-only vs which can drill into ERP records. If anyone can “edit inventory from the dashboard,” say so explicitly and price the write-back path separately—most phase-one builds should stay read-only against SuiteTalk / BC APIs.

Which ERP fields and metrics must the SOW name?

The SOW must name source objects and metric formulas—sales order lines, inventory balances by location, commitments, and fill-rate math—so “dashboard” cannot quietly expand into a second ERP that every analyst can reopen. Pin NetSuite or Business Central fields, grain, and acceptance samples before UI work starts.

Vague “sales and inventory KPIs” is how you inherit every analyst wish list.

Sales side (examples to pin, then adapt)

• Open order dollars and lines by promised ship date and location.
• Backorder aging buckets (0–3 / 4–7 / 8+ days).
• Bookings vs shipments for the period (define whether cancellations count).
• Customer / sales-rep contribution where you already have rep fields in the ERP.

Inventory side (examples to pin, then adapt)

• On-hand, committed, available (ATP) by location and SKU.
• Stockouts and near-stockouts using a written days-of-cover rule.
• Transfer pipeline (in transit vs received).
• Dead stock or slow movers only if you already agree on the aging definition.

Metric definitions that stop arguments

• Fill rate — complete lines shipped / lines promised for the period (or units—pick one).
• Stockout — ATP ≤ 0 with open demand, or on-hand ≤ reorder point—pick one and document it.
• Turns — COGS / average inventory for the window you actually close in the ERP.

What refresh, latency, and multi-warehouse rules should you require?

Write the freshness contract: which tiles update near-real-time from ERP events or short polling, which run on a nightly batch, and how multi-warehouse stock aggregates—so users know when a number is safe to promise against. Label SuiteTalk or Business Central sync lag on the screen.

Latency is a product requirement, not an infra footnote.

Practical defaults for SMB / mid-market distributors:

• Promise-facing tiles (ATP, open picks) — minutes, not “tomorrow morning,” if CSRs quote from the screen.
• Finance / margin / turns — nightly or after ERP close is usually enough.
• Transfers — show in-transit separately; never silently add in-transit to on-hand without labeling it.
• Multi-location — company total is a roll-up; location is the grain for warehouse users. True sync rules across DCs belong in their own workstream, not as a silent assumption inside this dashboard SOW.

Also write the failure mode: if SuiteTalk / BC API is down, does the UI show last successful sync timestamp, or a hard error? Ops teams trust a stamped stale number more than a silent blank.

What belongs in a fixed-scope SOW—and what should you exclude?

A fixed-scope sales and inventory dashboard SOW lists screens, roles, ERP objects, acceptance tests, refresh rules, timeline, and a hard exclusion list so the project cannot become a WMS, EDI hub, or open retainer. Wolverine Solution uses that boundary for regional distributors.

Phase-one inclusions (typical)

• Role-based home views for sales ops + warehouse (purchasing optional).
• Read models for orders, inventory balances, and transfers from NetSuite or Business Central.
• Exception queues: backorders, negative ATP, overdue promises.
• Sync timestamp + basic audit of last refresh.
• Deploy to your AWS or GCP account with Terraform when hosting is in scope; handover of repo and runbooks.

Exclusions (write them down)

• Full WMS (slotting, wave planning, labor).
• EDI translation (850/810/856) as a product—point to a later phase or vendor.
• Buyer-facing customer portal with cart, price levels, and credit hold UX.
• AI / RAG assistants over PDFs unless separately scoped.
• Write-back that mutates inventory or sales orders without a change order.

Acceptance tests should be boring and binary: “Warehouse role sees ATP for Location A matching ERP sample SKUs within N minutes of a receipt”; “Sales ops cannot see vendor cost if cost is excluded.” If you cannot test it, it is not a requirement—it is a hope.

How should you sequence dashboard vs portal for a regional wholesaler?

Build the internal sales and inventory ops dashboard first when your team still argues about ATP and open orders; build the customer portal first when buyers already trust your numbers and the bottleneck is self-serve ordering, credit holds, and AR status calls.

Sequence is a strategy choice, not a tech preference.

Choose dashboard first when:

• Monday standups run on exported spreadsheets.
• CSRs quote stock that warehouse disagrees with.
• Multi-location transfers break “company total” views.

Choose portal first when:

• Buyers call for every reorder and status.
• Credit hold and price levels are the painful edge.
• Internal numbers already agree; the cost is labor on the phone.

Many distributors eventually need both. Do not merge them into one ambiguous “platform” SOW. Keep the portal as its own stop-dated build and keep this dashboard as an internal tool.

FAQ

Do we need a custom dashboard if we already have NetSuite or Business Central saved searches?

Not always. If saved searches and native role centers already answer the daily standup, stay there. Custom work pays when you need a role-specific workflow—exception queues, multi-location ATP presentation, or a UI your warehouse will actually open on a tablet—without training everyone on ERP navigation. Start with a one-page scope card before you buy charts.

How is this different from Power BI or an Excel KPI pack?

Power BI and Excel packs excel at trends and board packs. They struggle when the job is operational: stale ATP, unclear commitments, or location grain that does not match how you pick. Requirements for a custom ops dashboard emphasize ERP contracts, roles, and acceptance tests—not chart libraries. Many teams keep BI for finance and use a thin React app for the ops floor.

What does a fixed-scope dashboard build usually include for a distributor?

A typical phase one includes two or three role views, read-only NetSuite or Business Central adapters for orders and inventory, defined fill-rate and ATP formulas, refresh timestamps, and exclusions for WMS, EDI, and portals. Timeline and budget sit in the SOW with a stop date. Wolverine Solution delivers the repo and cloud landing zone when DevOps is in scope—not a black-box tenant you cannot leave.

Can we add AI later to ask questions like “which SKUs will stock out?”

Yes—as a later phase. An LLM / RAG layer over ERP exports or SOPs only helps after ATP, location, and open-order definitions are trusted. Otherwise the model confidently narrates bad numbers. Put AI in a separate change order after the dashboard passes acceptance tests.

What should we prepare before a scoping call?

Bring: ERP name and edition, list of locations, who runs the Monday standup, three decisions you cannot make today because data is late or conflicting, and any portal or EDI project already in flight. That material becomes the role matrix and exclusion list faster than a generic feature wishlist.

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Wolverine Solution builds fixed-scope web applications—React / Next.js ops dashboards and internal tools—for regional wholesale distributors and multi-location operators on NetSuite and Business Central, plus mobile, AI/LLM, UI/UX, and DevOps with Terraform on AWS / GCP when the landing zone ships with the app. Ask for a one-page requirements card: roles, ERP objects, metric formulas, refresh rules, exclusions, and acceptance tests. We will tell you what belongs in phase one and what should wait for a portal or WMS conversation.

Need this built? Our team does fixed-scope web apps & internal tools — scoped, priced and delivered in weeks.