Multi-model
Work with different language models without locking the assistant into a single provider from day one.
Community is the MIT-licensed entry point to IAToolkit for technical teams that want to connect real data, build with full control, and validate a use case before adding the operating layer.
Community focuses on the essentials: connect real data, define one Company, and prove the assistant before you add fuller operations in IAToolkit.
Best fit for technical teams, first serious pilots, and organizations that want to learn by building.
Work with different language models without locking the assistant into a single provider from day one.
The framework interprets intent, orchestrates context, and keeps answers aligned with business context.
Prompts, schemas, tools, context, and Company logic remain open for your team to inspect and adapt.
Model one business domain or client cleanly with configuration, context, and tools in one place.
Connect operational databases and teach the assistant how to reason on top of your schema.
Add internal documents and business context so answers stay grounded in your own knowledge base.
Read how IAToolkit is structured around Companies, layers, data access, and open-core licensing.
Read ArchitectureSee the recommended 3-month path for deploying a first assistant with real data and internal learning.
View PlanWhen you need GUI-driven operations, multi-Company support, and governance, move to IAToolkit as the full operating platform.
See platformStart with the open-source base, test the product in context, then move to IAToolkit when operations demand it.