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Eliminate the gaps

Most retailers still manage sales targets, margin goals, inventory and open-to-buy across disconnected workflows, slowing teams down with manual reconciliation before action can happen.

Invent.ai MFP combines a connected retail data foundation with AI-powered planning intelligence to align the full planning cycle, from AI-assisted seeding and financial planning to in-season adjustments.

The result: faster decisions, stronger margin control and plans that stay aligned with real-world demand.

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AI-driven planning that drives financial results

AI-driven buy optimization that aligns demand, inventory and revenue goals AI-driven planning that drives sell-through and localized performance AI-driven allocation for the right stock in the right place at the right time NEW - invent.ai - web page pics

To hit revenue and margin targets, planning needs to be more than a spreadsheet exercise. It needs to connect financial objectives with the merchandise decisions that make them possible.

Invent.ai helps retailers replace manual planning processes with AI-driven precision, balancing top-down financial goals with bottom-up demand signals across seasons, categories and locations.

Here’s how:

01

Build flexible, AI-powered plans

Leverage advanced AI models to create data-driven merchandise plans that balance opportunity, risk and financial goals. Start planning from intelligent baselines using demand signals and historical performance instead of rebuilding plans manually. AI-assisted seeding helps planners create stronger starting points while maintaining the flexibility to adjust for business changes.

02

Unlock AI-driven category insights

Understand what is driving performance across products, categories, locations and channels. AI-powered insights help planners identify opportunities, uncover risks and make decisions based on real demand patterns.

03

Simplify new store planning with AI

Create more accurate plans for new stores by using AI-driven insights and comparable performance signals. Build stronger targets without relying only on assumptions or manual calculations.

04

Run dynamic, what-if scenario modeling

Test different scenarios before committing inventory or financial decisions. Evaluate the outcomes of changes across sales, margin, inventory and open-to-buy so teams can make confident decisions faster.

Why choose invent.ai
for MFP?

Take control of your merchandise financial planning by aligning financial goals with customer demand and inventory decisions.

 

Invent.ai connects top-down, bottom-up and in-season planning within one connected environment, powered by AI forecasts, optimization and decision intelligence.

 

You’ll gain the ability to:

 

  • Plan comp and non-comp sales with greater accuracy
  • Build financial targets using AI-assisted starting points
  • Align sales, margin, inventory and open-to-buy decisions
  • Run multiple scenarios to compare business outcomes
  • Optimize inventory investment throughout the season
  • Adjust plans as demand and performance change
  • Access detailed reporting and insights across the planning cycle

The science behind it

Create and adjust merchandise plans with a unified view of sales, margin, inventory and open-to-buy. Track key metrics, compare plan versions and keep teams aligned without switching between disconnected systems.
MFP - dashboard 1
Model different scenarios, adjust plans and respond as performance changes. Drill intro weekly details and align sales, margin and inventory decisions throughout the season.
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AI-powered MFP that drives action

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Invent.ai empowers retailers to align financial goals with real-time demand signals and business performance.

 

By connecting sales, margin, inventory and open-to-buy decisions in one workflow, teams can adjust faster, optimize inventory investment and protect profitability as conditions change.

 

The result? Better sell-through, stronger margins and a planning process that stays aligned throughout the season.

 

Here’s how:

 

  • Align merchandise plans with financial goals
  • Connect sales, margin, inventory and OTB decisions
  • Reduce overstock and stockouts with AI-powered insights
  • Adjust plans based on changing performance
  • Improve sell-through and reduce markdown exposure
  • Give teams shared visibility across the planning cycle

 

 

 

"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.