Kauce
Assistants, learning and content with your company's knowledge in one place.
- Role
- Founder · Builder
- Stack
- Next.js · Anthropic SDK · Multi-tenant · Apps Script

The problem
When people use AI on their own, company knowledge does not reach the output, learning stays fragmented and leaders cannot see which tasks lead to sustained use.
The system
I built Kauce as an AI-adoption platform: company workspaces, team assistants with company knowledge, an academy, a usage dashboard and a studio for branded content. For client-facing work, AI prepares drafts and people review what to send.
Context, work and learning in one place.
Kauce brings context, tasks and learning together so teams can use AI in their work and see whether that use lasts.
- 01
Context
Each company has a workspace with its brand, knowledge and role-based access. Tone, policies, prices and FAQs guide the drafts.
- 02
Work
Team assistants prepare replies and deliverables. The studio creates branded content. For client-facing tasks, a person reviews and decides what to send.
- 03
Adoption
The academy teaches through short challenges. A dashboard shows who uses AI and for what, so learning and measurement are part of the product.
If you are building oneDesign lesson: start with a repeated task, define the knowledge the assistant should use and make the review owner clear. Measure usefulness by task as well as usage.



03 · What changedWhat changed
The work had to be felt in the operation.
- 01
Assistants, academy and adoption tracking in one platform
- 02
Shared knowledge for team tasks
- 03
Branded-content studio
- 04
Workspaces and access defined by company
Do you have a similar operating challenge?