CaliberMind launches Agent Cal, an analytics agent that shows its SQL

CaliberMind announced Agent Cal on January 22, 2026, an AI agent for marketing analytics and GTM reporting that the company describes as deterministic. According to CaliberMind, instead of predicting an answer, Agent Cal writes and executes code against a customer's business rules, attribution logic and funnel structure inside its unified CaliberMind data model. Users ask questions in plain language and each answer comes with what the company calls itemized SQL receipts showing the data and logic used. CaliberMind says the agent respects role-based permissions and operates only within the customer's governed CaliberMind environment. Existing customers are told to contact their CS representative, and others can request a demo.

The details

• Example questions include MQA volume for the month and average time to engagement by stage.
• Agent Cal can build lists, such as CRM contacts from the last 30 days who are not yet Marketing Qualified.
• Each answer includes the SQL and data used so results can be checked.
• Role-based permissions are enforced, and the agent runs only in the customer's CaliberMind environment.
• Andy Hopkins, Head of Product, is quoted.

Context

This is the second CaliberMind item in our coverage, a month after the LinkedIn Overview dashboard in December 2025. CaliberMind added marketing mix modeling in April. Integrate acquired CaliberMind in August 2026, after which CaliberMind launched Activations for syncing attribution segments to more than 170 platforms and joined LinkedIn's partner program with a LinkedIn performance product in October.

Not disclosed

• Pricing or whether Agent Cal is an add-on
• General availability status
• Which language model generates the SQL
• Customer examples