Template 01
Context Boundary Mapper
Context systemsDecide what an AI system can see, retrieve, remember, and produce before live data is connected.
Best for
Workflows that connect AI to documents, CRM records, inboxes, or internal knowledge.
Outputs
- -System-of-record map
- -Allowed and restricted context rules
- -Traceability inputs
Template 02
Decision Guardrail Canvas
Decision architectureSeparate what AI may recommend, draft, route, or execute from what must remain human-owned.
Best for
Customer, sales, finance, HR, or advisory workflows with business risk.
Outputs
- -Decision-rights boundary
- -Escalation triggers
- -Approval and override model
Template 03
AI Resilience Planner
Operational intelligencePrepare AI-supported workflows for outage, drift, degraded context, ownership gaps, and recovery.
Best for
Teams making AI part of recurring operations or business-critical workflows.
Outputs
- -Failure mode map
- -Fallback paths
- -Monitoring and recovery signals
Template 04
Operating Architecture Canvas
Operating architectureSeparate model infrastructure, decision design, implementation scope, governance, and operating cadence.
Best for
Leadership teams deciding where AI should enter operations first.
Outputs
- -Layer map
- -First workflow candidate
- -Architecture brief
Template 05
Agent Orchestration Blueprint
Agent orchestrationDesign agentic workflows around triggers, tools, approvals, handoffs, observability, and recovery.
Best for
Teams planning agent workflows beyond a chat interface.
Outputs
- -Tool registry map
- -Approval gates
- -Execution receipts
Template 06
Organizational Memory Map
Organizational memoryDecide what knowledge AI should preserve, retrieve, refresh, forget, and cite.
Best for
Teams building internal knowledge, advisory, sales, or operations assistants.
Outputs
- -Memory inventory
- -Retrieval rules
- -Refresh and expiry cadence
Template 07
AI Workflow Prioritization Matrix
Workflow selectionRank where AI should enter operations first by value, risk, context readiness, ownership, recurrence, and effort.
Best for
Leadership teams comparing multiple AI opportunities before choosing the first workflow.
Outputs
- -Ranked workflow shortlist
- -Risk/value tradeoff
- -First-system decision
Template 08
AI Use Case Qualification Sheet
Use case strategySeparate serious AI-native opportunities from shallow automation ideas before implementation begins.
Best for
Teams collecting AI ideas and deciding which ones deserve architecture work.
Outputs
- -Use-case qualification brief
- -Go/no-go recommendation
- -Implementation scope
Template 09
Model vs Workflow Fit Checklist
Model fitEvaluate whether the model, workflow, context, review path, economics, and operating constraints fit together.
Best for
Teams comparing models or platforms without losing sight of workflow reality.
Outputs
- -Model-fit rationale
- -Workflow constraints
- -Control requirements
Template 10
AI Governance Readiness Scorecard
Governance readinessAssess whether AI-supported work has enough ownership, review, escalation, logging, and fallback planning to scale.
Best for
Teams already experimenting with AI and preparing to scale usage safely.
Outputs
- -Readiness score
- -Control gap list
- -Safer next-step plan
Template 11
Human-in-the-Loop Review Map
Human reviewDefine where people approve, edit, reject, escalate, or audit AI outputs.
Best for
Customer-facing or high-risk workflows where accountability must stay visible.
Outputs
- -Review checkpoints
- -Approval ownership
- -Exception learning loop
Template 12
Tool Registry Planning Template
Tool registryDefine read tools, write tools, approval-gated tools, schemas, permissions, fallbacks, and receipts.
Best for
Teams designing agentic systems that need deterministic tool execution.
Outputs
- -Tool inventory
- -Permission and schema map
- -Execution receipt design
Template 13
AI Operating Cadence Planner
Operating cadenceDefine the weekly, monthly, and incident-driven rhythm that keeps AI systems useful and governed.
Best for
Teams moving AI from project launch into ongoing operations.
Outputs
- -Review rhythm
- -Metric ownership
- -Improvement backlog
Template 14
Context Quality Audit
Context integrityFind stale, conflicting, missing, unowned, or weak context before AI relies on it.
Best for
Teams building retrieval, knowledge, advisory, or internal assistant workflows.
Outputs
- -Context risk list
- -Source authority map
- -Remediation backlog
Template 15
AI Implementation Brief
Implementation planningSummarize workflow, context, roles, integrations, risks, success metrics, and launch criteria.
Best for
Teams moving from architecture assessment into a scoped build.
Outputs
- -Implementation scope
- -Launch criteria
- -Build-readiness gaps
Template 16
AI Vendor and Platform Evaluation Checklist
Platform evaluationCompare AI vendors by architecture fit, privacy, governance, integration, observability, cost, and fallback.
Best for
Teams evaluating build-vs-buy options or AI platform vendors.
Outputs
- -Vendor criteria
- -Architecture-fit score
- -Procurement risk notes
Template 17
Prompt-to-System Transition Planner
SystemizationMove from ad hoc prompting into structured systems with tools, memory, roles, validation, and governance.
Best for
Teams turning repeated AI habits into shared organizational capability.
Outputs
- -Systemization candidate
- -Reusable workflow pattern
- -Architecture requirements
Template 18
AI Risk Register for SMB Operations
Risk operationsTrack data risk, decision risk, communication risk, dependency risk, model drift, tool failure, and ownership gaps.
Best for
Small leadership teams adopting AI in real workflows.
Outputs
- -AI risk inventory
- -Control ownership
- -Review cadence