<img height="1" width="1" style="display:none;" alt="" src="https://px.ads.linkedin.com/collect/?pid=3993081&amp;fmt=gif">
Skip to content

Eliminate the gaps

Merchandise financial planning isn’t just about setting numbers—it’s about staying ahead of constant change. But most retailers are stuck with outdated processes that can’t keep up. With invent.ai, merchandise financial planning becomes an active, always-adapting process. AI-powered tools help you align sales, inventory and margin goals—so you can anticipate change, explore new opportunities and act decisively.

Invent.ai's merchandise financial planning (MFP) solution uses AI-powered precision to analyze past performance, predict future shifts and dynamically adjust plans—keeping targets on track, maximizing margins, optimizing inventory and aligning every decision to profit goals.

 

Union (3) (1)

AI-driven planning that drives financial results

MFP - Drive financial results MFP - Drive financial results MFP - Drive financial results MFP - Drive financial results

To hit your revenue and margin targets, planning needs to be more than a spreadsheet exercise. Invent.ai helps retailers replace manual merchandise planning with AI-driven precision—balancing top-down financial goals with bottom-up realities, season by season and store by store.

Here's how:

01

Build flexible, AI-powered plans

Leverage advanced probabilistic models—similar to those used by hedge funds—to create data-driven merchandise plans that balance risk and reward.

02

Unlock AI-driven category insights

Pinpoint the attributes that matter most at the category level to fine-tune assortments, align inventory with demand and improve forecasting—maximizing sales and reducing lost profit.

03

Simplify new store planning with AI

Use AI-powered clustering and forecasting to streamline inventory planning for new stores—ensuring optimal stock levels from the start.

04

Run dynamic, what-if scenario modeling

Quickly simulate what-if scenarios to predict how demand shifts, promotions and seasonal trends will impact financial results—before you commit.

Why choose invent.ai for merchandise financial planning?

Take control of your merchandise financial planning—aligning financial targets with real customer demand. Invent.ai helps you optimize inventory, streamline resources and drive both revenue and margin with AI-powered precision.

Our solution supports top-down, bottom-up and in-season planning, all powered by advanced AI forecasts and optimization. You’ll gain deep insights and the flexibility to run dynamic “what-if” scenarios at every stage.

 

With invent.ai you can:

  • Plan for comp and non-comp sales with ease
  • Run multiple financial scenarios to compare options
  • Align top-down strategies with bottom-up realities
  • Optimize in-season plans as conditions change
  • Access detailed reporting throughout the planning process

 

Why choose invent.ai for merchandise financial planning

The science behind it

Create, customize and review plans with an intuitive interface. Access multiple versions and track key metrics—all tailored to your planning needs.
MFP - dashboard 1
View plans in both chart and sheet formats, with the ability to drill down to the week level. Make bulk edits, run multiple “what-if” scenarios, and quickly adjust plans—giving you an intuitive, fast way to fine-tune strategies and grow revenue.
MFP - dashboard 1

AI-powered merchandise financial planning that turns seasonal goals into real-time results

Invent.ai empowers retailers to create AI-driven merchandising plans that align with financial goals and respond to real-time demand. By leveraging predictive insights and scenario modeling, teams can optimize inventory investments, reduce markdowns and make faster, data-backed decisions.

 

The result? Better sell-through, fewer stockouts, stronger margins—and a planning process that’s collaborative, agile and built for measurable ROI.

 

Here’s how:

  • Align merchandise plans with financial goals
  • Reduce overstocking and stockouts with precise demand forecasting
  • Use real-time modeling to respond quickly to change
  • Improve sell-through and reduce markdowns
  • Analyze category and customer trends to refine strategy
  • Accelerate planning cycles and strengthen margin control
  • Empower teams with actionable insights and shared visibility

"We were impressed with expected ROI modeling and accelerated time to value. These two key factors along with leading science, a simplified approach to better business outcomes and continuous support and learning through the Hub Model, led Mattress Firm to select invent.ai as our partner."

Deborah Weidemeyer, VP Merchandising Lifecycle Management, Mattress Firm

Read the PR

FAQ

Understanding merchandise financial planning in retail

Merchandise financial planning maps financial goals to decisions about product categories and time, aligning retail planning with execution. It links financial planning to inventory management, assortment planning, demand forecasting and pricing strategies to hit sales targets and protect profit margins while optimizing inventory turnover. It covers open-to-buy budgeting, seasonal planning and cross‑channel effect in an omnichannel retail setting to balance inventory investment with customer demand.

Invent.ai's Merchandise Financial Planning uses AI to analyze historical data, forecast future demand forecasting and sales forecasting, and dynamically adjust plans across stores and channels. This integrates demand forecasting, sales forecasting and inventory optimization to keep financial goals on track and minimize inventory investment while avoiding overstock and stockouts. It also supports merchandise planning at the product category and store levels, enabling rapid updates to retail planning with scenario-based adjustments across the supply chain and open-to-buy budgets in an omnichannel retail environment.

Through integrated planning, merchandise financial planning aligns top-down financial goals with bottom-up realities via multi-directional planning across stores and channels. It links the plan to operational goals like sales targets, assortment planning and inventory investments, updating open-to-buy budgets as seasons shift. The result is a cohesive plan across the supply chain that protects profit margins, improves inventory turnover and tunes customer demand across channels.

AI-powered what-if modeling lets you test how different demand forecasting scenarios, promotions and seasonal trends affect the plan before committing. Merchandise financial planning that considers all scenarios leads to alignment between sales forecasting expectations and revenue, which begets better profit margins. AI-driven merchandise financial planning guides adjustments to inventory optimization, open-to-buy budgets and pricing strategies across product categories and channels in an omnichannel retail framework.

With AI guidance, inventory management is improved by forecasting customer demand at the SKU level and distributing stock across stores and channels. This lifts inventory turnover by reducing markdowns and stockouts, while improving inventory optimization and the effectiveness of open-to-buy budgets. The outcome is faster cash flow and better alignment with sales targets and financial goals.

Yes; invent.ai Merchandise Financial Planning supports omnichannel retail and multi-store planning. It provides a single view across channels and locations and updates open-to-buy budgets to balance inventory investment with demand across the retail supply chain. It also supports seasonal planning and inventory optimization to prevent markdowns and lost sales.

Expect improvements in attaining sales targets, stronger profit margins and faster planning cycles. With AI-guided forecasting and scenario modelling, retailers typically realize improved sales forecasting accuracy, reduced markdowns and better inventory turnover. They also see benefits from strategic inventory optimization and optimized inventory investment, along with enhanced cross-channel collaboration in omnichannel retail and better adherence to financial goals.

More revenue. Better margins.
Get merchandise financial planning right. Every time.