How does ERP integration improve demand planning accuracy in distribution?

ERP integration improves demand planning accuracy by keeping forecasting connected to real operational and financial data in one place—sales history, inventory positions, purchasing activity, lead times, and fulfillment performance. That alignment reduces manual rework, improves data consistency, and turns forecasts into executable actions like purchase quantities, replenishment timing, and inventory targets.

What is the difference between demand planning and MRP in ERP systems?

Demand planning focuses on forecasting future customer demand (often independent demand) to set expectations for what will be needed and when. MRP focuses on translating demand into supply requirements—what to buy, make, or move—based on planning rules, lead times, and (when applicable) dependent demand relationships. In distribution, demand planning establishes the signal; MRP-style logic helps convert that signal into replenishment execution.

How does demand planning impact working capital and inventory turnover?

Demand planning impacts working capital by reducing money tied up in slow-moving or excess inventory and by preventing costly stockouts that trigger expedited purchasing and freight. As forecast discipline improves, inventory aligns more closely to actual demand patterns, which increases inventory turnover, stabilizes purchasing schedules, and reduces cash flow volatility.

Why does demand planning matter more in distribution than in other industries?

Distribution organizations often purchase inventory before it is sold, creating financial exposure when demand shifts. Volatility from customer ordering behavior, seasonality, promotions, pricing pressure, and supply constraints makes forecasting discipline essential. Strong demand planning helps balance inventory availability, service reliability, cash flow control, and financial predictability.

What types of demand should distribution leaders evaluate?

Distribution leaders should distinguish between independent demand (finished goods sold directly to customers, influenced by market and buying behavior) and dependent demand (requirements driven by related items or assembly/kitting relationships in hybrid environments). Clear classification improves forecasting approach, planning assumptions, and replenishment decisions.

How does demand planning reduce excess inventory and prevent stockouts?

Accurate forecasting helps align purchase quantities to real demand patterns, reducing over-ordering, aged inventory, write-offs, and carrying costs. It also reduces under-ordering that causes missed revenue, backorders, and emergency procurement. The result is better inventory balance and more predictable fulfillment.

Which metrics help measure and improve forecast performance?

Useful metrics include MAPE (average percentage forecast error), forecast bias (systematic over- or under-forecasting), and forecast accuracy percentage tracked over time. Measuring these consistently creates accountability, highlights where models or processes are breaking down, and guides continuous improvement.

What are the core components of a disciplined demand planning process?

A disciplined process typically combines a defined forecasting methodology, product/SKU governance (including lifecycle management), measurement of forecast performance, and translation of forecasts into operational actions such as safety stock, reorder points, transfer recommendations, and purchase quantities—supported by strong data governance and system integration.

What structured steps improve forecast reliability for distribution teams?

Forecast reliability improves when teams set measurable objectives, establish a consistent review cadence, maintain clean and governed item and transaction data, segment items by behavior (e.g., stable vs. volatile), and ensure forecasts drive replenishment rules and purchasing decisions rather than living only in spreadsheets.

Copilot Cowork Pricing Changed: What Admins Need to Do Before July 1

TL;DR

Copilot Cowork pricing changed on June 16, 2026, when Microsoft moved the tool to general availability. Your Microsoft 365 Copilot license still covers the core Copilot experiences, but Cowork tasks now consume Copilot Credits on top of that. Admins need to configure usage-based billing before July 1 or Cowork access shuts off entirely.

What Changed When Cowork Went GA

If your organization has been using Copilot Cowork under Microsoft’s Frontier preview, the free access is over and the admin deadline is close.

For the past few months, Cowork was available through Microsoft’s Frontier early-access program. For anyone with an M365 Copilot license, it was essentially free to use, and adoption ramped up quickly.

That changed on June 16, 2026, when Cowork reached general availability worldwide. The tool is now production-grade, fully supported, and available to all M365 Copilot subscribers. It is also no longer free to run.

The new model is two-part. Your M365 Copilot license covers Copilot Chat and all the in-app Copilot experiences in Word, Excel, Teams, and Outlook. That does not change. What is new is the cost layer on top: every Cowork task you run now draws from a pool of Copilot Credits billed separately from your seat.

Think of it less like unlimited software and more like a digital assistant with a measurable cost per task.

How Copilot Credits Work

A Copilot Credit is the unit Microsoft uses to meter Cowork task execution. Under pay-as-you-go pricing, one credit costs $0.01. The number of credits any given task uses depends on four things:

Model: Which AI model runs the task. A lighter-weight model costs less than a more advanced one. Leaving the selector on Auto lets Cowork choose the lowest-cost model that fits the task.
Context: How much of your organizational data the task pulls in, including emails, files, meetings, and chats. More context means more tokens and higher cost.
Tools: How many actions Cowork takes across apps and plugins. Calling multiple tools in one task adds to the total.
Runtime: How long the task runs. Long, multi-step automation costs more than a quick single-output task.

Worth knowing: Copilot Credits are shared across Cowork, Copilot Studio, Microsoft Dynamics 365, and Power Platform. It is one pool, governed from a single admin dashboard.

There are two ways to pay:

Pay-as-you-go (PayGo): $0.01 per credit, no upfront commitment. Microsoft recommends this as a starting point while you learn your usage patterns.
Prepaid (P3): Commit to a volume of credits upfront in exchange for a discount. Requires an annual subscription and works best once you have real usage data to forecast from.

Copilot Cowork Pricing by Task Type

Microsoft has shared rough examples of what Cowork tasks may cost, but these are directional estimates rather than fixed pricing bands. Your actual cost will vary depending on the four factors above.

Light tasks (100 to 300 credits, roughly $1 to $3): Simple, single-source tasks with minimal reasoning. Example: drafting a weekly status update from your top priorities and key meetings.
Medium tasks (400 to 700 credits, roughly $4 to $7): Multi-source tasks with structured reasoning and two or more outputs. Example: pulling emails, calendar, CRM data, and files into a meeting briefing doc.
Heavy tasks (700+ credits, $7 and up): Broad context aggregation, deep reasoning, many outputs. Example: analyzing six months of product usage data and producing a leadership-ready summary.

One useful habit: after a task finishes, type /cost in the task window to see exactly how many credits it used. Run a task once, check the cost, then multiply by how often you would run it monthly. That gives you a real number to budget from instead of a guess.

The July 1 Deadline

If your tenant had at least one user active in Cowork during the Frontier program (March 30 to June 16, 2026), you are in the grace period and will not be billed until July 1. Every other tenant started being billed at general availability on June 16.

Either way, the operative deadline is the same: usage-based billing must be configured in the Microsoft 365 admin center by July 1, 2026. If it is not set up, Cowork access stops entirely for your organization. Not a soft warning. A hard shutoff.

To configure it, go to the M365 Admin Center, navigate to Copilot, and select the Cowork tab. From there you can:

Enable pay-as-you-go or connect prepaid capacity packs
Set a monthly spending limit at the tenant level
Set per-user credit limits so no single person runs up the bill
Monitor usage by user, task type, and scheduled vs. manual runs

Microsoft’s recommendation, and ours: do not leave the org-wide limit uncapped. Even if you are not sure what the right number is yet, set a ceiling you are comfortable with and adjust from there.

Tips for Managing Copilot Cowork Pricing

The credit model is not a reason to use Cowork less. It is a reason to use it smarter. A few habits that help:

Use Auto by default. The model selector in Cowork defaults to Auto, which picks the lowest-cost model that can handle the task. Stick with it unless you have a specific reason to go with a more advanced model.
Be specific up front. Vague prompts cause Cowork to re-run steps and burn credits figuring out what you meant. Give it the file, the folder, and the goal in one shot.
Build skills for repeatable work. If your team is running the same task over and over, turn it into a Cowork skill so the setup is done once and each run after that is faster and more consistent.
Schedule recurring tasks. Daily briefings, weekly digests, and inbox triage are perfect candidates for scheduling. Set them up once and let Cowork handle them automatically.
Use Copilot Chat for simple one-offs. Not every question needs Cowork. Single-prompt, quick-answer tasks are already covered by your M365 Copilot seat. Save Cowork for multi-step work that actually needs the orchestration.
Summarize and extract before you generate. Point Cowork at a transcript, thread, or report and ask it to pull the information you need before generating a polished output. That approach is often both lower-cost and more accurate.

How TMC Can Help

Whether you need help configuring usage-based billing, setting credit limits, or putting guardrails around Copilot Cowork pricing and governance before July 1, TMC can help you get it set up without overcomplicating it.

The deadline is close. TMC’s team works with Microsoft Copilot environments every day and can help you configure billing, set spending controls, and build a credit strategy that fits your organization. Contact us to get started before July 1, or request a demo to see how TMC approaches Microsoft 365 Copilot deployments.

Frequently Asked Questions

Do I need a new license to use Copilot Cowork?

No new license is required, but you do need an existing Microsoft 365 Copilot license ($30 per user per month at retail) to access Cowork at all. That license gets you into the interface. The actual task execution is then billed separately in Copilot Credits on top of that.

What happens if I don’t set up billing before July 1?

Your organization loses access to Cowork entirely. This is not a feature restriction or a warning state. If usage-based billing is not configured in the M365 Admin Center by July 1, 2026, Cowork stops working for every user in your tenant until it is set up.

How do I know how many credits a task used?

After any task finishes, type /cost in the Cowork task window. Cowork will show you the exact number of credits that task consumed. This is the most reliable way to understand your real per-task cost before you try to forecast or budget at scale.

Can I cap how much individual users spend?

Yes. The M365 Admin Center lets you set spending limits at the tenant level, the group level, and the individual user level. You can define a default limit for all users and then create separate policies for specific people or teams who need more or less access. Users who hit their limit can request additional credits, which then goes to an admin approval queue.

Is pay-as-you-go or prepaid better for Copilot Cowork pricing?

It depends on where you are in your Cowork adoption. Pay-as-you-go is the right starting point if you do not yet have a clear picture of how your team will use Cowork. Once you have 30 to 60 days of real usage data, you can evaluate whether committing to a prepaid plan makes sense for the discount. Most organizations should start on PayGo and migrate later.

Are Copilot Credits shared across other Microsoft products?

Yes. Copilot Credits are a shared currency across Cowork, Copilot Studio, Microsoft Dynamics 365, and Power Platform. They all draw from the same pool. If your organization uses more than one of these services, factor that into your credit budget and governance setup from the start.