0.7.5Jul 28, 2026

Changelog

Deep research that keeps going

Deep research that keeps going

Deep Research turns one goal into a coordinated effort that plans, hunts, verifies, and delivers a cited answer.

The right model mix, automatically

Choose any model or any mixture. By default, SPIRITT automatically assembles the ideal model mix, using each model where it is strongest.

In internal evaluations, it took first place on every publicly known and verified dedicated deep-research benchmark we tested.

Goal-driven when you choose it

Turn on goal-driven research when the outcome matters more than a fixed depth. It finds the gaps, launches new waves of research, and keeps going until the goal is reached.

One investigation, every source

Combine the open web, connected integrations, personal accounts, and enterprise systems in a single investigation.

Enterprises uncover hidden insights across huge data estates. Startups find leads across the web and their CRM, then turn research directly into outreach and deals.

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