AI Opportunity Sizing

Find the support intents worth automating first.

AI Opportunity Sizing Find the support intents worth automating first.

Estimates volume, handle time, and resolution impact for repeatable intents, then ranks the best automation targets.

Example insight report

The sizing report ranks automatable intents by volume, handle time, and resolution confidence, then converts that into a finance-ready ROI view.

Automatable volume

Positive

31%

+7 pts

Monthly labor upside

Positive

$184k

modeled

Hours saved

Includes

Zendesk

Connector

Reads tickets, macros, CSAT, escalations, and support history from Zendesk.

Gorgias

Connector

Reads ecommerce support tickets, customer history, and macros from Gorgias.

Gladly

Connector

Reads customer conversations, tasks, and support history from Gladly.

Dixa

Connector

Reads customer support conversations, queues, and handoffs from Dixa.

Shopify

Connector

Adds order, customer, product, fulfillment, and ecommerce context from Shopify.

Stripe

Connector

Adds payments, subscriptions, invoices, disputes, and revenue context from Stripe.

Snowflake

Connector

Adds warehouse-backed customer, operational, finance, and product data from Snowflake.

Slack

Connector

Reads team channels, standups, escalation threads, and handoff conversations from Slack.