Distributor Operations Dashboard Requirements Checklist

A distributor operations dashboard requirements checklist is the written punch list that tells a regional wholesale distributor what must be true before anyone builds an internal ops screen on NetSuite, Microsoft Dynamics 365 Business Central, or a thin React / Next.js app that reads them. It covers roles (warehouse manager, purchasing buyer, CSR, credit / AR, sales ops), source objects (sales orders, item fulfillment, inventory balance by location, transfers, purchase orders, credit holds), and the exception states that break Monday standups when they stay in Excel.

This is not a BI template gallery. It is not a buyer-facing B2B customer portal. Those surfaces solve different jobs. The ops dashboard is for people who decide what ships, what gets bought, and what gets escalated today—without exporting five workbooks, arguing about available-to-promise (ATP), or guessing whether Branch 02 stock is already committed. Wolverine Solution uses this checklist when scoping fixed-scope internal tools for distributors who have outgrown spreadsheet ops but are not ready for a full WMS replacement.

Use the sections below as a printable requirements card. Check a box only when the answer is written down—not assumed. distributor sales and inventory dashboard requirements goes deeper on sales/inventory SOW layers. distributor dashboard kpi examples for wholesale ops defines metric formulas. Multi-warehouse inventory sync for regional distributors covers multi-site stock truth. This page is the walk-through checklist that keeps phase one from becoming “build us a platform.”

What belongs on a distributor operations dashboard requirements checklist?

A useful distributor operations dashboard requirements checklist locks six decisions in writing: who uses which view, which ERP objects feed it, how each KPI is calculated, at what grain (company / location / SKU / day), how fresh the data must be, and which exception states the UI must surface—so the build cannot quietly expand into a second ERP or a portal.

Skip the checklist and teams buy a Power BI pack, map a few fields, then discover “on hand” ignores committed sales orders—or that credit hold never appears next to the order the CSR is promising. Requirements turn those surprises into exclusions and phase boundaries.

Minimum checklist layers:

Layer	Check off when you can answer
Roles	Who opens the dashboard at 8 a.m., and what they must decide
Objects	Sales orders, fulfillments, inventory by location, transfers, POs, credit holds
Metrics	Fill rate, ATP, backlog aging, days of supply—with numerator/denominator
Grain	Company vs location vs customer vs SKU; no silent roll-ups
Refresh	Near-real-time vs nightly; what “stale” looks like on screen
Exceptions	Credit hold, backorder, negative ATP, transfer in transit, cycle-count variance

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

How is an operations dashboard different from a BI pack or a customer portal?

An operations dashboard is an internal tool tied to ERP truth for warehouse, purchasing, CSR, and credit seats; a BI pack is for trends and board slides; a customer portal is a buyer-facing surface with pricing, auth, and self-serve status. Mixing those three jobs in one SOW is the fastest way to blow a fixed scope.

Surface	Primary user	Job today	Keep in this SOW?
Ops dashboard	Warehouse, purchasing, CSR, credit, sales ops	Decide ship / buy / escalate	Yes — phase one
BI template (Power BI, Excel packs)	Analyst / owner	Weekly trends, board packs	Usually separate
B2B customer portal	Buyer, AR self-serve	Place orders, see invoices, credit	Separate SOW

Choose the ops dashboard when Monday standups still run on screenshots because ATP, open POs, and location stock disagree. Choose the portal when buyers call for every reorder and status, and internal numbers already agree. Many distributors eventually need both—never as one ambiguous “platform” line item.

Which roles and permissions should you check off first?

Name roles before widgets: warehouse lead, purchasing buyer, CSR lead, credit / AR, sales ops, and ownership each get a default view and a clear read-only vs write path—or no write path—so margin and cost do not leak to the wrong seat. Role design is a checklist item, not a polish pass.

Walk this matrix and mark each role in or out for phase one:

• 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 receipts already exist in the ERP.
• CSR / inside sales — open orders by promise date, backorder aging, order exceptions that block ship dates.
• Credit / AR — credit hold and past-due flags next to the order (not a full AR suite—just the hold that stops ops).
• Sales ops — customer-level fill rate and backlog without vendor cost if you protect margin.
• Owner / GM — company roll-up only; usually read-only and less granular.

Write which roles stay read-only against SuiteTalk / Business Central APIs. If anyone can edit inventory from the dashboard, price write-back as a separate line—most phase-one builds should not.

Which ERP data contracts and metrics must the checklist name?

The checklist must name source objects and metric formulas—sales order lines, inventory balances by location, commitments, credit hold flags, and fill-rate math—so “dashboard” cannot quietly become a second system of record that every analyst can reopen. Pin NetSuite or Business Central fields, grain, and three acceptance sample orders before UI work starts.

Check these off in writing:

1. Inventory truth — on-hand, committed, and ATP by location; how transfers in transit count.
2. Order book — open lines by ship / promise date; partial ship and backorder states.
3. Purchasing — open PO quantity and ETA; which receipt events update supply.
4. Credit — which hold codes block fulfillment; who clears them in the ERP (dashboard may only display).
5. Fill rate — exact numerator/denominator (lines, units, or revenue); date window.
6. Stale data rule — timestamp on every view; max age before the UI shows a warning.

Common traps to exclude in the SOW unless paid separately:

• Real-time WMS bin-level truth
• EDI partner onboarding
• Buyer-facing portal UX and price levels
• Full AR collections workflows
• AI / LLM “ask the warehouse” chat before numbers are trusted

What refresh, exception, and acceptance rules belong in phase one?

Phase one should ship with a refresh contract, a short exception queue, and acceptance tests against real NetSuite or Business Central orders—not a promise of “live everything” and not a full WMS. The checklist ends when a warehouse lead and a CSR can run tomorrow’s standup from the app without exporting Excel.

Refresh options (pick one and write it down):

Cadence	When it fits	Risk if you pretend otherwise
Near-real-time (minutes)	High order velocity; ATP fights on the phone	Higher API / sync cost; needs clear rate limits
Hourly	Most regional wholesalers	Fine if UI shows last-refresh time
Nightly batch	Board-style only	Wrong for ops floor decisions

Exception queue (phase-one minimum):

• Credit hold on an order with a promise date today
• Negative or zero ATP on a line already sold
• Transfer stuck in transit past SLA
• Backorder aging past your internal threshold
• Cycle-count variance above tolerance (display only if you already capture it)

Acceptance tests (three is enough):

1. Sample customer / SKU / location where ATP in the dashboard matches the ERP within agreed tolerance.
2. One credit-held order appears in the exception view with the correct hold code.
3. Multi-location roll-up does not double-count a transfer between Branch 01 and Branch 02.

Stop date the SOW. Anything not on this checklist waits for a change order—portal, WMS, or RAG over SOPs after the numbers are trusted.

When should you build a custom ops dashboard instead of more ERP reports?

Build a custom ops dashboard when native NetSuite saved searches or Business Central role centers already hold the data, but the people who run the warehouse and the book will not use those screens for the daily standup—and spreadsheet exports keep disagreeing. Stay in the ERP when role centers already answer the same questions without training theater.

Signals you are ready for a fixed-scope React / Next.js ops UI:

• Three or more roles need different default views of the same ERP truth.
• Multi-location ATP presentation is the weekly argument.
• Exception queues (credit, backorder, transfer) need one screen, not five menus.
• You want a tablet-friendly floor view without ERP licenses for every picker seat (confirm licensing with your ERP partner).

Signals to wait:

• You cannot name the Monday decisions the dashboard must support.
• Inventory and order definitions still change every week in the ERP itself.
• Leadership only wants a board pack—that is BI, not ops.

Wolverine Solution scopes these as fixed-scope web applications: read models from NetSuite or Business Central, role views, refresh timestamps, and exclusions written before sprint one. DevOps landing zones on AWS or GCP with Terraform stay optional when you already have a place to host.

FAQ

Do we need this checklist if we already have NetSuite or Business Central dashboards?

Yes, if those native views are not what the warehouse and CSR team actually open every morning. The checklist is not “buy more charts.” It forces role, metric, and exception decisions so a custom layer—or a cleaner native configuration—does not drift into unbounded work. If role centers already run the standup, keep your money and tighten saved searches instead.

How long does a phase-one distributor ops dashboard usually take?

For a regional wholesaler with a clear role matrix and read-only ERP adapters, fixed-scope phase one often lands in the 8–12 week band when exclusions (WMS, portal, EDI, write-back) stay out. Timeline moves with location count, API quality, and how many metric formulas are still debated. The checklist exists so that debate happens before code, not in week six.

Should credit and AR live on the same dashboard as warehouse picks?

Show the credit hold that blocks shipment next to the order—yes. Build full collections, dunning, and cash application—no, not in the same phase-one SOW. Ops needs the flag; AR needs its own workflows. Keep display-only credit signals in scope and park collections tooling as a separate project.

Can we add AI that answers “what will stock out this week?”

Later. An LLM or RAG layer over ERP extracts only helps after ATP, location grain, and open-order definitions pass acceptance tests. Otherwise the model narrates bad numbers with confidence. Put AI in a change order after the checklist items for metrics and refresh are green.

What should we bring to a scoping call?

ERP name and edition, location list, 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 fills the role matrix and exclusion list faster than a feature wishlist.

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Wolverine Solution builds fixed-scope web applications—React / Next.js operations dashboards and internal tools—for regional wholesale distributors and multi-location operators on NetSuite and Business Central, with mobile, AI / LLM, UI/UX, and DevOps (Terraform on AWS / GCP) when the landing zone ships with the app. Ask for a one-page requirements card from this checklist: roles, ERP objects, metric formulas, refresh rules, exceptions, 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.