A specific responsibility
Begin with a narrow workflow, such as preparing a document review pack.
Solution / Technology direction
Give enterprise agents a defined job and a clear boundary.
Plan role-specific AI agents with scoped tools, human escalation and auditable actions.
Who it is for
AI Agents
Process owners and architects evaluating agents for bounded operational work.
The business problem
An agent with an unclear goal or broad permissions can create more operational risk than value.
Recoverable actions
Design retry, rollback and handoff behaviour before allowing system writes.
Reviewable outcomes
Preserve evidence of inputs, approvals and completed actions without exposing hidden reasoning.
Product experience
A clear view of how it works
This workflow illustrates the solution approach. It is not a live product interface.
- 01Define responsibility
- 02Scope tools
- 03Set approval gates
- 04Evaluate failure
- 05Monitor execution
A practical path from problem to implementation
Define responsibility
Specify the task, completion criteria, exclusions and accountable business owner.
Scope tools
Allow only the interfaces and data needed for the responsibility.
Set approval gates
Document which actions need approval and when the agent must stop.
Evaluate failure
Test missing data, unavailable systems, conflicting instructions and repeat actions.
Monitor execution
Review action logs and exceptions rather than relying on a conversation transcript alone.
Technology direction
This solution describes an engagement and target operating model. Product availability follows each linked product; strategic capabilities are not presented as delivered functionality.
Intelligence with boundaries
Context. Controls. Accountable action.
Use AI where it can support a defined decision or reduce a specific task burden. Keep Business Intelligence Rules, human review and permission checks explicit. Validate quality with representative, approved data before extending the scope.
Architecture & integrations
Discovery identifies system owners, permitted interfaces, data quality and recovery responsibilities. Existing applications remain systems of record unless the target architecture explicitly changes that responsibility.
Explore integration readiness →Security & governance
Define access, audit, retention and exception handling with the teams responsible for security and operations. Agree acceptance criteria and deployment requirements before implementation.
Review the trust centre →Explore the wider context
Find guides, documentation and insights →Your enterprise context
Start with the work you want to improve.
Share your priorities, existing systems and the outcome you need to work toward.
Discuss your requirements