Integration — Practices & Playbooks
Applicable methods that turn the framework into day-to-day work.
28 results
AR-I01 · Enterprise Real-Flow Discovery
Reveal how work actually moves across people, teams and systems, including where the lived flow diverges from the documented process and where hidden work, waits, handoffs and friction shape the outcome.
Integration
AR-I02 · Bounded Goal and Trajectory Review
Review goal-directed AI-enabled work where the execution path is composed at run time, establishing whether the operating boundary is explicit and the resulting trajectory can be reconstructed.
Integration
AR-I03 · AI Presence and Participation Depth Review
Identify where AI participates in the flow, classify its operational role and establish how deeply subsequent work, decisions or actions depend on that participation.
Integration
AR-I04 · Decision Point and Decision-to-Action Mapping
Make critical decisions, ownership, AI influence and downstream action paths visible.
Integration
AR-I05 · Human-Agent-System Interaction Mapping
Define what information, intent, authority, action and feedback move across each material human-agent-system interaction, and how the interaction is expected to complete.
Integration
AR-I06 · Autonomy Seam and Control Point Design
Calibrate permitted AI authority and human control at each material decision or action seam, and define the action envelope, controls, escalation and safe-stop behavior required for operation.
Integration
AR-I07 · Untrusted Input and Action Boundary Test
Test whether content entering an AI-enabled flow can influence action beyond its instruction authority, and whether independently enforced controls keep resulting actions within the permitted boundary.
Integration
AR-I08 · Multi-Agent Delegation Review
Review material multi-agent delegation chains to determine whether identity, authority, task continuity and supporting evidence remain explicit and reconstructable across handoffs.
Integration
AR-I09 · Context Flow and Minimum Context Package
Preserve operational meaning as work moves across humans, agents, teams and systems.
Integration
AR-I10 · Continuity, Degraded Mode and Recovery Test
Prove that a critical AI-enabled flow can continue within defined tolerances, enter degraded operation safely and recover trusted work and state after disruption.
Integration
AR-I11 · System Landscape and Shadow Integration Scan
Create visibility of the AI-enabled system and tool landscape, including unmanaged connections, duplication, ownership and material shadow integration.
Integration
AR-I12 · Tool Contract and Machine Identity Review
Review whether material agent-accessible tools expose bounded and interpretable business capabilities, and whether actions through them remain attributable to a scoped software identity and independently enforced authority.
Integration
AR-I13 · Observability and Evaluation Readiness
Establish whether material AI-enabled work can be reconstructed from the business unit of work through its trajectory, actions, controls and outcome, and whether maintained evaluation evidence can detect material behavioral change.
Integration
AR-I14 · Integration Debt and Dependency Register
Make material integration debt and dependencies visible as owned lifecycle decisions, including their operating consequence, carrying cost and future exit or concentration exposure.
Integration
AR-I15 · Closed-Loop Decision-to-Execution Review
Trace a material AI contribution through an owned decision, executed action, recorded state, observed outcome, feedback and governed learning.
Integration
AR-I16 · Integration Governance and Accountability Setup
Establish accountability, change authority, traceability, oversight and readiness gates for material AI-enabled operations.
Integration
AR-I17 · Integration Maturity Calibration
Calibrate current and target Integration capability patterns using operational evidence, explicit evidence confidence and the operating conditions each capability must sustain.
Integration
AR-I18 · 90-Day Integration Improvement Roadmap
Convert Integration findings and current-to-target capability gaps into a sequenced, owned 90-day roadmap of usable operating improvements and evidence-producing decisions.
Integration
AR-R12 · Weekly Integration Flow Triage
Resolve blockers, handoff failures, orphan outputs, context gaps and unresolved execution issues affecting priority AI-enabled flows.
Integration
AR-R13 · Biweekly Autonomy and Control Conversation
Review AI authority mode, human-control mode, control activations, overrides, permission or action-envelope changes, escalations and unresolved control conditions.
Integration
AR-R14 · Release and Exposure Expansion Gate
Decide whether the proposed release or exposure transition has sufficient Integration evidence to proceed, proceed with conditions, be held, narrowed or reversed.
Integration
AR-R15 · Monthly Operational Integration Health Conversation
Review conversion, latency, evaluation performance, control and exception activity, support load, incident signals and continuity tolerance across material AI-enabled flows.
Integration
AR-R16 · Quarterly Scale, Debt and Resilience Conversation
Review shared dependencies, concentration, resilience evidence, estate exposure, portability, debt carrying cost and unresolved lifecycle risk before further scale or replication.
Integration
Introduction and source information
AIDIVE AI Maturıty Framework™ - Architecture & Rhythm - INTEGRATION PRACTICES & PLAYBOOK
Integration