Understands context
Combines product knowledge, page state, user role, and workflow progress.
AI product agents
Help users finish complex workflows inside your product.
ModelNex turns product knowledge, UI context, and workflow state into in-app agents that guide onboarding, adoption, and task completion for B2B SaaS teams.
Built for admin-heavy products, role-based setup, feature rollout, and support deflection.
Why it matters
Search is not completion.
Help centers and static tours answer questions, but complex products need an execution layer that understands where a user is and moves them to the next completed step.
Guides execution
Walks users through multi-step setup, onboarding, and feature adoption flows.
Improves completion
Surfaces stuck points and successful paths so product teams can improve flows.
Best fit
Built for admin-heavy B2B SaaS.
The strongest starting wedge is complex software where users need help completing account setup, configuration, permissions, integrations, and operational workflows.
Admin onboarding
Guide new admins through setup without a support handoff.
Multi-step setup
Keep users moving across pages, forms, and stateful tasks.
Support deflection
Answer and act inside the product instead of sending users elsewhere.