Pattern Summary
Handoff + Resume is a continuity pattern where the agent preserves state, context, or progress across sessions, users, or channels, and intelligently picks up where things left off. It reduces friction in multi-touch workflows and strengthens the sense that the agent is a reliable, persistent collaborator.
When to Use It
Use Handoff + Resume when:
- Users leave and return to incomplete workflows
- Tasks span multiple systems, people, or timeframes
- Conversations pause and need to continue later without rework
- Context must persist across mobile, web, or desktop
Examples include resuming a form mid-fill, continuing a support chat after logout, or reactivating a saved draft proposal days later.
How It Works
- Capture State: The agent stores relevant inputs, intents, metadata, and session markers
- Monitor for Return: Watches for conditions to resume (e.g., same user, new device, time delay)
- Re-activate Context: Retrieves and surfaces the saved state seamlessly
- Prompt Next Step: Agent reorients user and nudges toward the next logical action
Fit Assessment
Use this pattern if:
- Users often pause mid-task
- Sessions are async or multi-device
- Flow completion rates drop due to interruptions
Avoid if:
- Tasks are ultra-short or atomic
- Context decays quickly or can’t be reliably stored
- Resuming introduces more confusion than starting fresh
Acceptable Dependencies
✅ Stable session or identity tracking
✅ Context capture and secure storage
✅ Resume logic tuned to task structure
✅ Cross-device or cross-channel support (if needed)
Unacceptable Dependencies
❌ Long-term storage of sensitive context without consent
❌ Resume triggers based on ambiguous signals
❌ Resumption that assumes user intent without confirmation
Implementation Starter Guide
- Define which workflows benefit most from resume behavior
- Decide what context is essential and how to serialize it
- Use clear visuals or prompts to reorient returning users
- Allow opt-out or manual restart for user control
Example: Resuming a Loan Application
User fills out 60% of a loan form and exits. When they return:
"Welcome back - ready to finish your application? We saved your progress at step 4."
[Resume] [Edit Previous] [Start Over]
Strategic Value
- Reduces drop-off in long flows
- Builds continuity across journeys
- Reinforces the agent as a smart, reliable assistant
Handoff + Resume bridges gaps - so the user feels like nothing was lost.
Tags
Pattern Type: Continuity, Session Management, Cross-Channel
Scope: Multi-session, Multi-device, Multi-user
Recommended UI Modes: Banner Prompt, Welcome Back Card, Notification
Agentic patterns are reusable behavior templates that describe how AI agents interact with users. They help teams design, communicate, and build intelligent features by giving clear, modular labels to actions like asking, watching, suggesting, or pausing. Used in product, design, and engineering, they simplify complex agent logic into understandable, composable parts.