chapter four

4 Business architecture for agentic systems

 

This chapter covers

  • Redesigning value streams around explicit decision surfaces and bounded agentic judgment
  • Classifying where autonomous decision-making authority should be exercised, deferred, or reserved for humans
  • Applying business architecture patterns, including Decision Surfaces, Goal-Oriented Journeys, and Agent-as-a-Capability
  • Designing Human Oversight with HITL, HOTL, Escalation Triggers, and Context Handover
  • Recognizing business architecture antipatterns such as invisible autonomy and escalation deadlock
  • Moving from pilot experiments to production-scale autonomy through disciplined migration and capability integration

Business architecture is the first applied layer of the Agentic Enterprise Framework. It is where autonomy moves from theory into operating reality: value streams expose where judgment occurs, decision surfaces define where authority is exercised, and capability models anchor accountability in the business. In this chapter, the framework’s principle of bounded autonomy becomes a concrete business architecture discipline: map the decision surface, assign authority, define escalation, and anchor accountability.

4.1 Redesigning value streams around decision authority

4.1.1 From deterministic to probabilistic workflows

4.1.2 Mapping decision surfaces

4.1.3 Classifying decision surfaces for delegation

4.1.4 Pattern: Goal-Oriented Journeys for Delegated Judgment

4.1.5 Pattern: Agent-as-a-Capability

4.2 Designing human oversight into agentic value streams

4.2.1 Pattern: Human-in-the-Loop (HITL)

4.2.2 Pattern: Human-on-the-Loop (HOTL)

4.2.3 Choosing between HITL and HOTL

4.2.4 Designing escalation triggers

4.2.5 Handover and context continuity

4.3 Stewarding delegated authority in production

4.4 Business architecture antipatterns

4.4.1 Invisible Autonomy

4.4.2 Escalation Deadlocks

4.5 Moving agentic authority from pilot to production

4.5.1 Why pilots fail at enterprise scale

4.5.2 Migration strategies

4.5.3 Applying migration strategies

4.5.4 Business capability integration

4.6 Summary