> For the complete documentation index, see [llms.txt](https://learn.moselle.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://learn.moselle.io/faq.md).

# FAQ

- [Fundamentals](https://learn.moselle.io/faq/fundamentals.md): Core concepts in inventory planning — what AI inventory planning is, key metrics, and terminology every operations team should know.
- [How Do I Get Started with Mo Credits?](https://learn.moselle.io/faq/fundamentals/how-do-i-get-started-with-mo-credits.md): Learn how to get started with Mo Credits in Moselle — from opening your first chat to downloading Mo's output in minutes.
- [What is AI Inventory Planning?](https://learn.moselle.io/faq/fundamentals/what-is-ai-inventory-planning.md): Learn what AI inventory planning is, how it differs from traditional methods, and how Moselle uses AI to automate demand-driven decisions for consumer brands.
- [What's the Difference Between Inventory Management and Inventory Planning?](https://learn.moselle.io/faq/fundamentals/inventory-management-vs-inventory-planning.md): Understand the key difference between inventory management and inventory planning — and why consumer brands need both to avoid stockouts and overstock.
- [What is Open-to-Buy Planning?](https://learn.moselle.io/faq/fundamentals/what-is-open-to-buy-planning.md): Learn what open-to-buy (OTB) planning is, how it works for consumer brands, and how it connects to demand forecasting and inventory planning in Moselle.
- [How Do I Calculate Months-on-Hand for Inventory?](https://learn.moselle.io/faq/fundamentals/how-to-calculate-months-on-hand.md): Learn how to calculate months-on-hand (MOH) for inventory, what a healthy MOH range looks like, and how Moselle uses it to flag overstocked items.
- [What is the difference between MSRP & ASP?](https://learn.moselle.io/faq/fundamentals/what-is-the-difference-between-msrp-and-asp.md): Learn the difference between MSRP and ASP, why the gap matters for pricing strategy, and how Moselle uses both to project revenue in your forecasts.
- [Forecasting](https://learn.moselle.io/faq/forecasting.md): Everything you need to know about demand forecasting — how it works, how to measure accuracy, and which methods work best for different product types.
- [How Does Demand Forecasting Work for Consumer Brands?](https://learn.moselle.io/faq/forecasting/how-does-demand-forecasting-work.md): Understand how demand forecasting works for consumer brands — including the methods, inputs, and how Moselle generates SKU-level forecasts automatically.
- [How Accurate is AI Demand Forecasting?](https://learn.moselle.io/faq/forecasting/how-accurate-is-ai-demand-forecasting.md): Find out how accurate AI demand forecasting really is, what factors affect accuracy, and what benchmark MAPE scores consumer brands should target.
- [What is the Best Forecasting Method for Seasonal Products?](https://learn.moselle.io/faq/forecasting/best-forecasting-method-for-seasonal-products.md): Which forecasting method works best for seasonal products? Learn how to account for demand peaks and how Moselle handles seasonality.
- [What's the Difference Between Statistical and ML-Based Forecasting?](https://learn.moselle.io/faq/forecasting/statistical-vs-ml-forecasting.md): Understand the difference between statistical and machine learning-based demand forecasting, and when each approach works best for consumer brands.
- [What is MAPE and What's a Good MAPE Score?](https://learn.moselle.io/faq/forecasting/what-is-mape-and-good-mape-score.md): Learn what MAPE is, how to calculate it, what a good MAPE score looks like for demand forecasting, and how Moselle tracks forecast accuracy over time.
- [Replenishment & Allocation](https://learn.moselle.io/faq/replenishment-and-allocation.md): Understand how replenishment and allocation planning work, when to use each, and how Moselle automates reorder recommendations across your SKU catalog.
- [How Does Replenishment Planning Work?](https://learn.moselle.io/faq/replenishment-and-allocation/how-does-replenishment-planning-work.md): Learn how replenishment planning works, what inputs it requires, and how Moselle automates the process of calculating reorder quantities and timing.
- [What is Allocation Planning and When Do I Need It?](https://learn.moselle.io/faq/replenishment-and-allocation/what-is-allocation-planning.md): Learn what allocation planning is, when consumer brands need it, and how Moselle distributes inventory across multiple locations using demand data.
- [What is the difference between an Allocation Plan and a Replenishment Plan?](https://learn.moselle.io/faq/replenishment-and-allocation/allocation-plan-vs-replenishment-plan.md): Understand the difference between allocation plans and replenishment plans in Moselle so you can choose the right plan type for your inventory workflow.
- [What is Unserviceable Demand in Production Planning?](https://learn.moselle.io/faq/replenishment-and-allocation/what-is-unserviceable-demand.md): Learn what unserviceable demand means in Moselle production planning and why you may see negative inventory values before an order arrives.
- [Planning & Operations](https://learn.moselle.io/faq/planning-and-operations.md): Practical guides for high-stakes planning scenarios — Black Friday inventory planning and managing stock across multiple sales channels.
- [How Do I Plan Inventory for BFCM / Black Friday?](https://learn.moselle.io/faq/planning-and-operations/how-to-plan-inventory-for-bfcm.md): A practical guide to planning inventory for Black Friday and Cyber Monday (BFCM) — including forecasting, ordering timelines, and how to use Moselle.
- [How Do I Manage Inventory Across Multiple Sales Channels?](https://learn.moselle.io/faq/planning-and-operations/how-to-manage-inventory-across-multiple-channels.md): Learn how to manage inventory across multiple sales channels — DTC, Amazon, wholesale — and how Moselle helps brands plan and allocate across channels.
- [Troubleshooting](https://learn.moselle.io/faq/troubleshooting.md): Step-by-step guides for diagnosing and resolving common issues in Moselle — data discrepancies, sync errors, and more.
- [How Do I Report an Actuals Discrepancy to Moselle?](https://learn.moselle.io/faq/troubleshooting/reporting-an-actuals-discrepancy.md): How to report a sales actuals discrepancy to the Moselle team — what information to include, common causes by channel, and a pre-submission checklist.
- [Why Can't I Edit a Forecast Cell? Locked Channels Explained](https://learn.moselle.io/faq/troubleshooting/why-cant-i-edit-a-forecast-channel.md): Can't edit a forecast cell in Moselle? The channel is likely locked. Learn who can lock channels, how to see who locked one, and how to make edits again.
- [Evaluating Moselle](https://learn.moselle.io/faq/evaluating-moselle.md): Questions buyers ask when evaluating Moselle — what integrations are supported, how long implementation takes, and what to expect getting started.
- [What Integrations Should an Inventory Planning Tool Have?](https://learn.moselle.io/faq/evaluating-moselle/what-integrations-should-inventory-planning-tool-have.md): Discover which integrations an inventory planning tool should have to work with your existing tech stack — and which ones Moselle supports natively.
- [How Long Does It Take to Implement Inventory Planning Software?](https://learn.moselle.io/faq/evaluating-moselle/how-long-to-implement-inventory-planning-software.md): Moselle onboarding runs 4–5 weeks from kickoff to fully operational. Here's exactly what happens each week and how to prepare for a smooth go-live.