Salesforce Makes the Case for an AI Activation Layer

Kento Ayabe (Director, Field Developer Evangelism, Salesforce Japan) and investor Naoki Shibata break down why AI agents fail to deliver results and why an “AI activation layer” is the missing piece.

• Japan’s AI adoption lags the US by roughly 1.5 years, though among countries outside the US and China, Japan is ahead
• The primary reason AI agents fail is not a lack of data but a lack of context — data exists, but business meaning, trust levels, and relevant rules are not in place
• Salesforce AgentForce contracts grew from 18,500 in Q3 to 29,000 in Q4, with related revenue reaching $800M
• Data Cloud ARR stands at $2.9B (including Informatica at $1.1B ARR), up 200% year-over-year
• US homebuilder Lennar deployed AI agents that now generate 1,000 property visit bookings per year and handle 1.1M interactions per month
• South American retailer Falabella (36M customers) routes 216,000 WhatsApp inquiries per month through AI, with 60% resolved autonomously
• The next growth vector for SaaS is not software budgets but labor costs — replacing human work expands the addressable market

2026-04-27 · Watch on YouTube

Japanese page: SalesforceがAIアクティベーションレイヤーを提言