Message
A business event arrives with its source, type, time, payload, and operating context.
A configurable Inbox pattern
Start with one AI-assisted outcome. Keep the conditions attached.
Choose one recurring question or task where AI could help. The first AI Data Inbox can use the information you already have, keep the business objective active, and add context, rules, capabilities, and evidence as the operation develops.
- One clear objective
- Only relevant context
- Authority defined by you
- Every result traceable
The useful distinction
AI does not need unrestricted data. It needs the right message contract.
An AI Data Inbox is not one mandatory product type or giant company data store. It is an Inbox configured for the messages, context, agents, decisions, and evidence of a specific AI-assisted operation.
Validation
Schemas and deterministic rules establish whether the message is usable and what may follow.
Authority
Purpose, permissions, limits, approvals, and eligible capabilities stay explicit.
Outcome
A person, system, or agent performs permitted work and returns evidence as a new message.
Federated context
Use what the task needs without copying the whole company.
Customer, order, policy, finance, and agent context can remain in separate Inboxes. The operation receives only permitted messages, references, or outcomes.
The Inbox owns the business boundary.
- AI providers remain replaceable
- Rules remain company-defined
- Exceptions can reach an accountable person
- Results return to the governed message history