Startup Spotlight: Toolio and the Reinvention of Retail Merchandise Planning episode artwork

EPISODE · Jun 10, 2026 · 16 MIN

Startup Spotlight: Toolio and the Reinvention of Retail Merchandise Planning

from Sparks & Signals: An AI-Powered Audio TLDR · host ShiSh

Merchandise planning is one of those domains where deep vertical focus wins. Toolio built their platform around the actual vocabulary of #retail planners, things like open-to-buy, size curves, and weeks of supply, with apparel brands like Bombas, Knix, and AKA Brands on the customer roster. The results speak for themselves: AKA Brands cut SKU count by 50 to 75 percent while holding sales steady.What I find most interesting is their MCP Server. Across the hashtag#startups I work with, I keep seeing the same pattern: products are becoming capabilities that a customer's own AI agents can call on. Toolio exposes its entire planning brain through #MCP, so a #retailer's agents in Copilot Studio, Claude, or ChatGPT can query plans, run exception searches, and act on inventory data with the same permissions and governance the planning team already has.

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Startup Spotlight: Toolio and the Reinvention of Retail Merchandise Planning

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