Competitive Comparison

Buyer's Toolbox AP vs. daVinci Retail

Beyond the Buy

daVinci covers the buy: merchandise financial planning, assortment planning, item planning and buy management, with forecasting, store clustering and size profiling alongside. It is a coherent set, built by people who have done the work. Buyer's Toolbox covers that ground and keeps going — allocation and replenishment, embedded data science for price and markdown optimization, elasticity, promotion impact, lost sales, affinity and cannibalization, and Exception Intelligence, which ranks what has gone wrong by dollar impact. Ask both vendors what happens after the buy is placed.

Thirty-Four Years, Twenty Countries, Every Category

ANT USA has been building merchandise planning since 1992 — 200+ implementations across 20+ countries in farm and ranch, specialty apparel, footwear, outdoor, museum retail, pharmacy and multi-category retail. daVinci started in 2005 out of Somerville, New Jersey and Toronto, and its public references and team backgrounds run heavily to apparel, footwear and specialty soft goods. If you sell feed, workwear, hardware and lawn and garden out of one hierarchy, ask any vendor for three references in your vertical at your scale.

Published Price. Free Working Proof.

Buyer's Toolbox AP starts at $995 a month, published, annual, billed quarterly, no multi-year lock-in — and we build a working proof of concept on your hierarchy and your sales history over one to two weeks before you sign anything. daVinci publishes no pricing. Ask both vendors for a three-year all-in number and a system your planners can use before contract, then compare what comes back.

Trusted by planning teams across 20+ countries for over 30 years.

PUMAThe Metropolitan Museum of ArtCVSHallmarkZumiezShoe PalaceBackcountrySnipesFactory ConnectionL&M Fleet SupplyAtwoods Ranch & HomeTheisen's Home Farm AutoFamily Center Farm & Home
PUMAThe Metropolitan Museum of ArtCVSHallmarkZumiezShoe PalaceBackcountrySnipesFactory ConnectionL&M Fleet SupplyAtwoods Ranch & HomeTheisen's Home Farm AutoFamily Center Farm & Home
PUMAThe Metropolitan Museum of ArtCVSHallmarkZumiezShoe PalaceBackcountrySnipesFactory ConnectionL&M Fleet SupplyAtwoods Ranch & HomeTheisen's Home Farm AutoFamily Center Farm & Home
“We were integrated with Dynamics 365 and live in under 10 weeks from contract signing.”

A fleet and farm supply retailer planning hardgoods, workwear, feed and seasonal lines out of one hierarchy — hundreds of categories, part seasonal buy, part replenishment, none of it a soft-goods assortment. They kept the merchandising system they already ran.

Comparison Highlights
Aspect Buyer's Toolbox daVinci Retail
Track record Merchandise planning since 1992 — 34 years, 200+ implementations, 20+ countries. Founded 2005 — 21 years. Somerville, New Jersey and Toronto; supports nine time zones from North America to Australia.
Planning scope MFP and OTB, assortment, buying, allocation and replenishment, data science, exception alerting — one connected suite. Merchandise financial planning, assortment planning, item planning and buy management, plus forecasting, clustering and size profiling.
MFP approach Top-down, bottom-up and middle-out, at any hierarchy level, in Cost, Retail and Units. Top-down or bottom-up at any level of the merchandise hierarchy, with margin goals by store, ecommerce and wholesale channel. Middle-out is not stated — ask.
Assortment Attribute-aware assortment planning tied straight to the financial plan and the open-to-buy. A genuine strength — assortments tailored by customer and cluster, with size profiling behind them.
Buying Vendor planning, collections, key items, purchase orders reconciled against OTB in Cost, Retail and Units. Canvas Buying — a visual replacement for the buy sheet, and the product they lead with.
Allocation and replenishment Basic Allocation & Replenishment: rules-based allocation and replenishment across 250+ door networks, feeding back into the plan. Not sold as a module on their product page; item planning covers never-out-of-stock key items. Ask whether allocation and replenishment are theirs or your ERP's.
Data science Price and markdown optimization, elasticity, promotion impact, lost sales, affinity, cannibalization — embedded, not a separate project. Forecasting, store clustering and size profiling, with embedded science behind the clusters. Price and markdown optimization are not described in their published materials.
Exception alerting Exception Intelligence: stockouts, overstocks and plan variances ranked by dollar impact, with a weekly package of alerts and recommended actions. Exception identification within the plan is stated. Ask to see the ranking, not the detection.
Wholesale Item-level orders, backorders, cancellations and returns, reserved stock, retailer accounts, availability-to-promise — reflowing into OTB. Plans margin goals by wholesale channel. Ask to see a cancelled wholesale order reflow into open-to-buy.
Verticals Farm and ranch, specialty apparel, footwear, outdoor, museum retail, pharmacy, multi-category. 20+ countries. Public references and team backgrounds skew apparel, footwear and specialty soft goods. Ask for three references in your vertical at your door count.
Integration Epicor, Celerant, Mi9, KWI, Horizon, Retail Pro, Jesta, Aptos, D365, NetSuite, SAP, plus custom and legacy systems. Multi-currency. Cloud platform fed from ERP and POS. Ask about your specific merchandising system of record.
Deployment Cloud, on-premise or hybrid. Your IT team decides. Cloud, with mobile apps.
Pricing transparency Published: from $995/month. Annual, billed quarterly, no multi-year lock-in. Does not publish pricing. No independent cost estimate located.
Proof before contract Free working proof of concept on your hierarchy and sales history, in 1–2 weeks. Ask whether they will build a working plan on your data before contract.
Who changes the plan The planner — formulas, KPIs, hierarchy levels, views, in the UI, no ticket. Ask what a new KPI or hierarchy level costs twelve months post-go-live, and who performs it.
Common Questions

Answering your questions.

daVinci's team came out of Arthur implementations. Isn't that deeper retail experience?

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It is real experience and we will not pretend otherwise. Their founder ran global consulting at JDA Arthur and built the Arthur implementation methodology, and the team carries time at Oracle Retek and on the retail side at Footlocker, Walmart and Kinney Shoes. If you are buying Arthur-lineage merchandise planning done properly, that is a credible team. Weigh two things alongside it. Scope: Arthur was a planning and assortment product, and that is the shape of what daVinci built — the buy. Duration: we have shipped the same product family since 1992, the same owners and the same people throughout, and every release has gone into retail merchandise planning.

We mainly need help with the buy. Isn't daVinci more focused?

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Focus is real, and you should hear that from us rather than discover it later. If the buy is genuinely the whole problem, daVinci belongs on your shortlist and Canvas Buying is a good-looking replacement for the buy sheet. The question to put to both vendors is week six of the season. The buy is placed, half of it landed early, one category is running 20% over plan and two are dead, and the stores that need the goods are not the ones that got them. What does the system do then? Ours reallocates, replenishes, reforecasts the plan, and puts the most expensive problem at the top of a planner's list. Ask daVinci to walk you through the same week.

They have exception management too. What's different about Xi?

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They do, and they say so. The difference is ranking. Most exception tools tell you what broke — four hundred alerts, all technically true, sorted by nothing in particular, and a planner who stops opening the email by week three. Exception Intelligence sorts by dollar impact, so the list starts with the most expensive problem and works down. Do not take our word for it: ask both vendors to demonstrate prioritization, not detection. Load a real week of exceptions and ask which one to fix first, and why.

Does daVinci handle wholesale?

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Yes. They plan margin goals by wholesale channel alongside stores and ecommerce, and they state it plainly. Wholesale breaks down in the specifics, though, not in the plan. Ask for a demo of a cancellation: a retailer drops 40% of a style three weeks before ship, and you need the reserved stock released, availability-to-promise recalculated, the backorder position updated and the open-to-buy restated — without a spreadsheet in the middle. That is the workflow Buyer's Toolbox runs at item level. Ask to see theirs.

How do we compare fairly?

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Three tests, given to both. First, a working system built on your own data before any contract — insist your planners can use it, not just watch a demo. Second, a three-year total cost covering licence, implementation, seats and support. Third, the one most buyers skip: a scripted change request. Ask each vendor to price and schedule the same three changes twelve months after go-live. Add a hierarchy level. Add a custom KPI. Restate a formula.

Next Step

After the Buy, Too.

We will build a working proof of concept on your data, your categories, your hierarchy — no cost, no commitment — and put you in touch with retailers in your vertical, at your door count, who run the whole season on it. If the buy really is your only problem, we will tell you that too.

  • Live proof-of-concept with your data
  • See real results before you commit
  • No lengthy contracts or hidden fees
Dmitry GoykhmanDaniel GoykhmanJeff DillonMurat Dzgoev

Our retail experts are ready.