AI Intelligence

Smarter Plans.

Defensible Decisions.

Toolio Intelligence understands how retail planning actually works, and Core AI runs retail-tuned models you can defend. Together they turn messy history into decisions you can stand behind.
Speak to an Expert
charts showing how toolio cleanses retail data

and 100s more

  • and 100s more

Toolio Intelligence

Core AI

Retail Planning Logic, Built-In

Turn the complexity of retail planning into the clarity that drives better decisions, faster.

Native Planning Logic

Structural Intelligence

Subject matter expertise, made operational. Toolio runs on retail-native logic, so channels, classes, seasons, and actuals connect at the foundation and planners never translate their business to the tool.

diagram showing ai structural intelligence
Pattern Recognition

Historical Intelligence

Every season  compounds into a strategic asset. Pattern-match across your full history to ground every plan in what actually happened, narrowing the gap between assumption and accuracy.

diagram showing how toolio ai has historical intelligence
When, Why, How to Act

Workflow Intelligence

Surface the right signals at the right time. Toolio knows the order of operations and how decisions chain together, so planners act on what matters instead of digging for it.

diagram showing toolio ai workflow intelligence
Best Practices

Collective Intelligence

Turn shared patterns into best practices. Toolio builds planning benchmarks shaped by hundreds of retailers, insight no single organization could reach alone.

diagram showing toolio ai collective intelligence
Core AI

Models that Matter

Forecasting

tournament forecast icon
Tournament-based forecasting
confidence scoring bar chart icon
Confidence Scoring
event detection icon
Event-Impact Detection
forecast chart to represent confidence scoring

Data & Clustering

add a store icon
Store Clustering
brush icon for data cleanse
Auto data cleanse
two way arrow icon for cannibalization
Halo / Cannibalization
three circle venn diagram to show data and clustering

Assortment

mirror image icon for similarity index
Similarity Index
left right arrow icon showing substitution analysis
Substitution Analysis
speed angle icon for size and depth
Size & Depth Optimization
chart showing how toolio ai optimizes assortments

Clean data in. Reliable forecasts out.

The Intelligence Engine handles the data finding exceptions clustering stores by performance, and flagging anomalies, etc. Core AI takes that clean signal and builds forecasts that update as the season moves. No compounding errors. No stale assumptions baked in.

Toolio Skills

Toolio’s Intelligence Engine powers the skills that make insights actionable and the agents that execute.

Explore Skills

Frequently Asked Questions

Our data is messy. Do we need to clean it up before Toolio can forecast?

No. Auto data cleanse is part of Core AI, not a prerequisite. Toolio identifies stockouts, promotional distortion, and one-off anomalies in your sales history and corrects for them before the models run, so your forecast reflects true demand rather than what your data happens to record. You bring history as it is; the platform handles the rest.

How do I know the AI forecast is better than my planner's judgement?

You don't take it on faith — you backtest it. Toolio runs a tournament across statistical and AI models against your own history and shows you how each performed versus actuals. Planners see which method wins for which part of the business, and they keep the ability to override. Toolio's forecast is a starting point that earns trust with evidence, not a black box that replaces judgment.

Can you explain where a number comes from?

Every recommendation is explainable and auditable. You can trace a forecast to the model that produced it, the history it was trained on, the confidence score attached to it, and the events or adjustments applied. That traceability is what lets a planner defend a buy to leadership and lets finance sign off on the plan.

We already have a data science team, why do we need Toolio?

You could build models. What takes years is the intelligence layer around them — the native logic of channels, classes, seasons, plans and actuals, the workflow understanding of what to surface in-season versus pre-season, and the benchmarks accumulated across hundreds of retailers. Toolio delivers that on day one, and it keeps improving without you staffing it.

Will AI recommendations override our planners?

No. Toolio surfaces the signal and the reasoning; planners make the call. Workflow Intelligence is designed to deliver the right recommendation at the right moment in the planning process, with every input visible and adjustable. Planners spend less time assembling numbers and more time deciding what to do about them.

How long before we see value?

The models are retail-tuned before you arrive, so forecasting works from your first season of loaded history rather than after a long training period. Accuracy then compounds: every season on the platform becomes a pattern-matching asset that narrows the distance between assumption and actual.

Does Toolio use our data to train models?

No. Your data stays yours and is never shared or pooled with other retailers. Collective Intelligence works at the level of process and benchmark patterns — what good planning practice looks like across the network — not at the level of your sales, margins, or assortment.

Platform
Platform OverviewToolio AIMerchandise PlanningAssortment PlanningAllocationMCP ServerIntegrationsScalabilityProduct Roadmap
Company
CareersAbout UsContactPartnersBecome a ReferralSecurity
Resources
Resource CenterProduct UpdatesPlanner Job BoardHelp CenterCommunityUpcoming EventsTemplates and ToolsToolio vs Other PlatformsToolio vs SpreadsheetsROI Calculator
Legal
PrivacyService Level Agreement
Follow Us
LinkedIn logo
Linkedin
Youtube logo
Youtube
© Copyright 2026  Toolio. All rights reserved.
Made in New York