Frigade: AI-powered product assistance for modern software teams

Frigade provides an intelligent assistance layer for software-as-a-service platforms, helping users navigate complex features through real-time, interactive guidance. While many digital adoption tools rely on static documentation or manually defined tours that break when the interface changes, Frigade trains its AI by actually interacting with the application. By exploring the product in a staging environment, the assistant learns the specific paths required to complete tasks. This enables it to offer context-aware support in production, physically highlighting UI elements and guiding users through multi-step workflows rather than simply providing text-based summaries of help articles. The platform is divided into two primary offerings: an AI-driven assistant for dynamic help and a set of drop-in React components for traditional onboarding flows. For engineering teams, the implementation is handled via an SDK with flexible deployment options, including self-hosting for those with strict data residency requirements. By shifting the focus from reading docs to understanding the live interface, Frigade reduces the manual effort typically needed to maintain product walkthroughs. It is a practical solution for modern software teams that want to automate user education and reduce support volume without the overhead of constant prompt tuning or manual flow mapping.

Key Features

  • Automated training via interaction with staging environments
  • Real-time in-app workflow guidance and UI navigation
  • AI-assisted form filling and field validation
  • Automatic retraining when interface changes are detected
  • Context-aware handoff to human support representatives
  • Embeddable React components for onboarding flows
  • Self-hosting options with private LLM key support

Use Cases

Use Case 1: Interactive Feature Onboarding

Problem: Users often abandon complex SaaS products during initial setup because static checklists or documentation are difficult to follow.
Solution: Frigade's AI learns the product's interface and provides step-by-step interactive guidance, highlighting specific UI elements and explaining actions as the user performs them.
Example: A new user setting up a complex Stripe integration is guided through the settings menu, API key entry, and webhook configuration in real-time.

Use Case 2: Automated Support for Repetitive Inquiries

Problem: Support teams spend significant time answering basic "how-to" questions that are already covered in documentation.
Solution: The assistant acts as a first line of defense, navigating the user to the correct page and performing the action on their behalf while they watch.
Example: When a user asks how to change their billing cycle, the assistant opens the billing tab and highlights the upgrade button instead of sending a link to a help article.

Use Case 3: Proactive Feature Discovery

Problem: Product teams struggle to drive adoption of new or advanced features that are buried in sub-menus.
Solution: Teams can trigger in-app nudges based on user behavior, suggesting relevant workflows that the AI can then walk the user through immediately.
Example: If a user frequently exports data manually, a nudge suggests setting up an automated report and offers to guide them through the configuration.

Target audience: Best for: Product Managers, Customer Success Teams, SaaS Engineering Teams, Product Marketing Managers

Pricing: Open Source · Categories: Assistant, Customer Support, Developer Tools

Related tools

  • Livedocs — Livedocs is an advanced AI-powered data assistant designed to streamline data analysis and reporting workflows for modern teams. Functioning as…
  • Atlas — Atlas is an artificial intelligence assistant designed to simplify map creation, spatial analysis, and the development of location-based applications. Built…
  • Arini — Arini is an AI-powered virtual receptionist engineered specifically for dental practices, dental service organizations, and solo dental clinics. Operating around…
  • AI Social Media Management Platform | Crowbert — AI Social Media Management Platform | Crowbert is an AI-powered social media management workspace designed to streamline content creation, scheduling,…
  • Sully.ai — Sully.ai is an artificial intelligence platform designed to streamline administrative and clinical workflows within healthcare environments. Targeting medical professionals and…
  • MagicSchool — MagicSchool is an artificial intelligence platform designed specifically to support educators, school districts, and students in streamlining educational workflows. The…

Tags: AI, ai agent, assistant, Customer Support, developer tools

Visit Frigade: AI-powered product assistance for modern software teams