Bunshin / Private company pilot
Every agent learns.
The company remembers.
Give each employee’s agent the benefit of what the rest of the company has learned. Useful facts and complete workflows, with their sources and permissions intact.
One lesson, across two teams
The process Engineering needed to know was already known by Collections.
An agent automating account closure needs to know when a negative balance requires manual handling. Bunshin’s purpose is to bring that cross-team constraint into the work before the wrong automation gets built.
Illustrative scenario. The pilot will validate this flow using your company’s approved knowledge.
Collections learns
“A negative balance needs manual resolution before account closure.”
Engineering asks
“Build the account closure workflow.”
The agent receives
The constraint, its source, and the steps for handling the exception.
From individual work to shared memory.
- 1
Reflect after the work
The agent looks back on a session for reusable facts and workflows. Lessons keep the original source, author and team.
- 2
Share with the company
Lessons sync to the company’s shared knowledge store. Clearance and audience determine who can receive them.
- 3
Recall in context
When someone starts a task, recall considers the task, their role and responsibilities, and the source of each lesson.
- 4
Keep learning
Reconciliation surfaces stale or conflicting information for review. Feedback on recall helps improve future selections.
Start with one company. Learn from real work.
Connect your agent and review what it shares in your workspace.