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From visibility to action.
Retail planning AI
you can trust.

Turn real-time signals into clear decisions with AI that explains what’s happening and helps you move faster.

See AI in action

Run retail planning
with Remi AI

Let AI analyze demand, inventory and pricing in real time so teams can understand what's happening, trust recommendations and act with clarity.

See AI in action

Run retail planning
with Remi AI

Let AI analyze demand, inventory and pricing in real time so teams can understand what's happening, trust recommendations and act with clarity.

See AI in action

Run retail planning
with Remi AI

Let AI analyze demand, inventory and pricing in real time so teams can understand what's happening, trust recommendations and act with clarity.

See AI in action

Meet Remi:
AI for retail planning and execution

Remi connects planning, inventory, allocation and pricing into a single decisioning flow—so every action reflects the full business context.

It doesn’t just surface issues, it drives response by:

  • Detecting demand shifts before they affect performance
  • Flagging stockouts and overstocks as they emerge
  • Recommending allocation and replenishment in real conditions
  • Identifying margin risk and pricing pressure
  • Aligning promotions and pricing with demand and inventory

By coordinating these decisions, Remi ensures business moves in one direction, not many.

Learn more about Remi
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Clear planning that improves retail results

 AI-driven decisions improve revenue, margins, inventory efficiency and speed across your business.

90 days to proven value

8-11%

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more revenue with less or same inventory

6-8%

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gross margin increase

80%

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time savings

What retailers are saying

Retailers are using invent.ai to move faster, make better decisions and improve performance across their business.

“We saw strong improvements with invent.ai in just six weeks. Lead times reduced by three weeks while in-stock levels and sales doubled in digits. The results built trust across the organization and have been critical to our rollout.”

Casey Hahn, VP, Store Planning, Allocations, S&Op
Alo Yoga

“With invent.ai, our replenishment SKUs went from a 60% in-stock in 2024 to 92% in 2025 which drove about $60 million in topline.”

Jamie Bragg, EVP, Chief Supply Chain Office
Tailored Brands

“We ran a 42-store pilot with like-for-like comparisons and head-to-head category splits to isolate results. After six weeks, the invent.ai-managed groups delivered a 9.6% revenue lift. At that point, it was a no-brainer.”

Kevin Harwood, CTO
Tecovas

Retail performance depends on faster, better decisions

Demand shifts daily. Inventory positions change constantly. But most planning systems are still built around static cycles and delayed insights.

  • Plans are outdated before they’re executed

  • Teams spend more time analyzing than acting

  • Decisions are made without clear visibility into what’s changing or why

Retailers don’t need more planning tools. They need a better way to make decisions in real time.

That’s where invent.ai is different.

 

A simpler way to connect with retail planning data

Invent.ai continuously measures what’s happening, highlights what matters and helps teams act with clarity—without adding complexity.

Instead of static plans and manual analysis, decisions move through a continuous, transparent system—so teams stay informed, stay in control and act when it matters.

01

Measure — Always-on visibility

Continuously capture demand, inventory and performance signals across your network—down to the store × SKU level.

02

Review — Clear recommendations

Understand AI-driven recommendations with full transparency—what’s changing, why and the expected financial effect.

03

Approve — Control when it matters

Stay in control. Approve or adjust decisions with flexibility across categories, regions or channels.

04

Trust — Automation that earns confidence

Let the system optimize continuously—reducing manual work while improving performance over time.

 

This is how decisions flow.
Remi is how teams interact with them.

Remi: End-to-end visibility across retail operations

 

Remi connects a network of AI agents working behind the scenes—analyzing data, generating recommendations, and explaining decisions in real time.

Instead of navigating systems, teams can simply ask, understand, and act:

  • What changed in demand this week?
  • Why did this allocation shift?
  • Where should we reduce inventory?

Remi turns questions into decisions in seconds—helping teams move faster, stay aligned and act with confidence.

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Seamless planning and execution across your retail lifecycle

AI agents continuously analyze demand, inventory and performance—so better decisions happen across every part of your business.

Forecast demand

Continuously adapt to changing demand patterns with AI-driven forecasts that learn and improve over time.

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Achieve granular forecasting accuracy
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Leverage advanced AI capabilities
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Gain regional demand insights

“Invent.ai's AI-driven forecasting and profit-focused algorithms help us hit the most profitable inventory levels, analyzing demand, costs and margin with precision." 

— Chief Merchandising Officer, Large footwear retailer

Plan continuously

Move beyond static plans with AI that continuously adjusts inventory, assortment and targets based on real-time conditions.

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Merchandise financial planning
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Assortment planning
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Buy optimizaton

“Invent.ai inventory planning solutions are tailor-fit to our needs. Our implementation resulted in 5% increase in sales.”

— Chief Supply Chain Officer, Denim retailer

Manage inventory

Place the right products in the right locations—based on real-time demand and performance signals.

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Allocation
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Replenishment
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Phantom inventory
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Transfers
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Returns

“This has changed our company! The tools we had were not sufficient for inventory management. We can now focus on core roles.”

— Sr. Manager Inventory, Specialty retailer

Price and promote

Respond to changing demand and inventory conditions to improve sell-through and margins.

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Dynamic
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Promo
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Markdown

“Invent.ai found price increases we would have never seen, kept us from stale promotions and improved our store traffic and margins without a doubt.”

— CEO, Popular apparel fitness retailer

How better decisions are driving results

News featured image
Case Study

How Tailored Brands anticipates demand and increases revenue with invent.ai in its tuxedo and formal wear rental business

Read More
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Case Study

How a leading shoe retailer unlocked $21.4M in sales with AI-powered inventory optimization

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Case Study

Fashion retailer reduces lost sales by 6% with AI-powered inventory optimization

Read More

AI that supports every step of retail planning

From forecasting and planning to inventory and pricing, invent.ai uses AI to turn data into real-time decisions—helping retailers move faster, act with confidence and improve revenue and margin. 

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platform

Turn data from diverse sources into unified intelligence, where AI agents and human know-how operate together in one end-to-end platform, delivering seamless outcomes with zero friction.

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Our retail
optimization solutions

With a multi-agentic AI architecture that predicts outcomes and dynamically refines actions, invent.ai makes every retail move faster, more precise and revenue-driven.

Group 441 Allocate and replenish to optimize revenue and improve margins. Price dynamically with confidence
01

Forecast and plan for demand with certainty.

Plan ahead with predictive insights that go beyond historical data, reducing manual work up to 70%.

02

Allocate and replenish to optimize revenue and improve margins.

Place inventory where it’s needed, increasing customer experience and driving 20-30% less lost sales.

03

Price dynamically with confidence.

Optimize pricing and promotions to balance margin and demand, driving 2-4% higher gross margin dollars.

Why choose invent.ai?

AI only matters if it leads to better decisions—and real business results.

 

Invent.ai brings together AI agents that continuously analyze demand, inventory and pricing—guiding decisions across your business in real time. Every recommendation is transparent, every action is measurable and every decision is aligned to revenue, margin and inventory performance.

 

Retailers using invent.ai achieve 8–11% revenue growth and 6–8% margin improvement in under 90 days—results proven and publicly validated by our customers.

 

With a 100% success rate across pilots and go-lives, invent.ai has delivered every implementation, retained every customer and remains fully referenceable. Built to scale and designed for clarity, invent.ai helps retailers move faster, operate more efficiently and make better decisions with confidence.

Delighted customers. Game-changing results.

Large Footwear Retailer (650+ Stores)

Allocation & Replenishment

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12% less lost sales
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4.7% more revenue
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94% product availability
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Same inventory

“Invent.ai’s AI-driven forecasting and profit-focused algorithms help us hit the most profitable inventory levels, analyzing demand, costs, and margins with precision."

— Chief Merchandising Officer

Popular Fitness Apparel Retailer (130+ Stores)

Assortment Planning

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95% product availability
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8.2% less lost sales
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4.8% in-stock rate
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Same inventory

“invent found price increases we would have never seen, kept us from stale promotions and improved our store traffic and margins without a doubt”

— CEO

Outdoor Retailer
(300+ Stores)

Allocation & Forecasting

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4.2% sales
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$114M net profit/year
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8.6% increase turns
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98% approval

“...invent.ai changed the mindset...away from endless parameter maintenance... to evaluating and changing strategies”

— VP Merchant Systems

Specialty Retailer
(1800+ Stores)

Allocation & Assortment

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5.4% more sales
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$600k in first month
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80% less manual work
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100% auto approval

“This has changed our company! The tools we had were not sufficient for inventory management. We can now focus on core roles.”

— Sr. Manager Inventory

Denim Retailer
(450+ Stores, 4000 POS)

Markdowns & Transfers

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9.6% more revenue
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10.6% margin gain
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less markdowns
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20 million turns daily

“invent.ai inventory planning solutions are tailor-fit to our needs. Our implementation resulted in 5% increase in sales.”

— Chief Supply 
Chain Officer

More from our resource library

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Product spotlight

Inside invent.ai’s multi-agentic architecture

Read More
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News

invent.ai recognized in Coresight report on AI-driven retail productivity

Read More
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White Paper

From planning to execution: 4 changes retailers can't ignore

Read More

Drive revenue. Improve margins.
Move faster with better AI-powered planning.