Judge & own
Set objectives, judge high-risk matters and remain accountable for business outcomes.
YaoVector / Capability
Business Agents
Put agents to measurable work inside explicit objectives, tool permissions, evidence requirements and human-review boundaries.
Discuss your use case01 / Workflow
Core workflow
A capability becomes useful only when it operates as part of everyday work.
- 01
Receive a business task
Express the objective, inputs, constraints, completion criteria and owner as a task contract.
- 02
Use knowledge and tools
Retrieve evidence and execute steps under least privilege while recording material decisions.
- 03
Review and evaluate
Route outputs to risk-based human review and improve from real operating feedback.
02 / Responsibility
People, agent and system roles
Explicit accountability matters more than maximal automation.
Interpret & act
Research, generate, validate, follow up and escalate exceptions.
Control & record
Control tool access, task state, logs, cost and evaluation.
03 / Functions
Core functions
- Reusable task and instruction specifications
- Tool execution with least-privilege controls
- Evidence citation, human review and exception escalation
- Quality, cost, latency and business-value evaluation
04 / Connections
Data and system connections
05 / Measures
Measure operating value
Definitions are baselined in the engagement; these are measurement dimensions, not unverified outcome claims.
First-pass acceptance
Tasks accepted by the owner without rework
Human review burden
Review time required per accepted output
Cost per qualified task
Total cost to complete one task at the required quality
Next step
Start with one high-value workflow
We first examine the outcome, current workflow, data conditions and accountability before deciding whether this capability warrants validation.
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