Design
Context systems
01Start here
Context Boundary Mapper
A practical worksheet for deciding what an AI system can see, remember, retrieve, and produce before implementation begins.
30 min · A clear system-of-record map
Resource library
Working tools, not white papers. Every resource turns an architecture idea into a concrete decision.
Structure before you automate.
Not sure where to start?
Start by clarifying the workflow.
Start-here resources work before a model, vendor, or integration has been selected.
Workflow stage
Problem to structure
30 resources
Design
Governance
02Start here
Decision Guardrail Canvas
Separate what AI may recommend, draft, route, or execute from what must remain human-owned.
30 min · A clear decision-rights boundary
Operate
Operations & measurement
03
AI Resilience Planner
Prepare AI-supported workflows for outage, drift, degraded context, ownership gaps, and recovery.
35 min · Failure scenarios tied to business impact
Discover
Workflow design
04Start here
Operating Architecture Canvas
A worksheet for separating model capability, workflow design, implementation scope, governance, and operating cadence.
35 min · Layer map
Design
Agent systems
05Start here
Agent Orchestration Blueprint
Design agentic workflows around triggers, tools, approvals, handoffs, observability, and recovery.
35 min · Tool registry map
Design
Context systems
06
Organizational Memory Map
Decide what knowledge AI should preserve, retrieve, refresh, forget, and cite.
30 min · Inventory of persistent memory
Discover
Workflow design
07Start here
AI Workflow Prioritization Matrix
Compare workflows by value, context readiness, risk, ownership, recurrence, and implementation effort before choosing what to build.
40 min · A ranked workflow shortlist
Discover
Workflow design
08
AI Use Case Qualification Sheet
Qualify a use case by decision value, repeatability, context requirements, risk boundaries, and operational ownership.
25 min · A use-case qualification brief
Design
Operations & measurement
09
Model vs Workflow Fit Checklist
Shift the evaluation from model capability alone to the full operating system required for useful AI-supported work.
30 min · A model-fit rationale
Govern
Governance
10Start here
AI Governance Readiness Scorecard
Score readiness across approved use, data boundaries, human review, escalation, logging, fallback planning, and ownership.
35 min · A governance readiness score
Govern
Governance
11
Human-in-the-Loop Review Map
Design the human role around judgment, accountability, exception handling, and quality improvement instead of vague oversight.
30 min · Review checkpoints
Design
Agent systems
12
Tool Registry Planning Template
Give agentic workflows a deterministic operating layer so tools carry state, permissions, validation, execution, and evidence.
35 min · Tool inventory
Operate
Operations & measurement
13
AI Operating Cadence Planner
Plan weekly, monthly, and incident-driven loops for exceptions, metrics, context updates, governance changes, and workflow improvement.
30 min · Review rhythm
Govern
Context systems
14
Context Quality Audit
Audit the quality of source material, ownership, retrieval paths, freshness, authority, conflict handling, and citation readiness.
35 min · Context risk list
Design
Workflow design
15Start here
AI Implementation Brief
Turn architecture work into an implementation-ready brief without losing the decision, context, governance, and operating assumptions.
40 min · Implementation scope
Discover
Governance
16
AI Vendor and Platform Evaluation Checklist
Avoid choosing platforms only by feature demos. Compare vendors by data handling, integration model, tool support, observability, cost, and governance fit.
40 min · Vendor comparison criteria
Design
Workflow design
17
Prompt-to-System Transition Planner
Identify when a useful prompt has become an operating pattern that deserves a system, workflow, or agentic architecture.
30 min · Systemization candidate
Govern
Governance
18
AI Risk Register for SMB Operations
Create a practical risk register that links each AI risk to owner, impact, likelihood, controls, fallback, and review cadence.
35 min · AI risk inventory
Operate
Operations & measurement
19
AI Outcome Measurement Scorecard
Define what better means before AI-supported work moves from pilot to business case.
30 min · Baseline metric map
Govern
Operations & measurement
20
AI Evaluation Rubric Builder
Define evaluation criteria for outputs, tool calls, retrieval quality, escalation behavior, and reviewer confidence.
35 min · Evaluation rubric
Govern
Governance
21
AI Decision Traceability Log
Record what the AI saw, retrieved, inferred, recommended, and what humans finally decided.
30 min · Decision record
Operate
Governance
22
AI Incident Response Playbook
Prepare containment, ownership, communication, and review steps for AI workflow failures.
35 min · Incident severity levels
Govern
Context systems
23
AI Data Classification and Access Matrix
Classify what information AI may access, restrict, retain, or escalate before context boundaries go live.
35 min · Data classification table
Operate
Operations & measurement
24
AI Cost and Token Budget Planner
Estimate model routing, retrieval, tool calls, cached context, evaluation passes, and monthly operating cost.
30 min · Usage assumptions
Govern
Agent systems
25
Agent Testing Scenario Pack
Test agent behavior across normal cases, edge cases, missing data, tool failure, restricted requests, and escalation.
40 min · Scenario list
Design
Governance
26
AI Role and Responsibility Charter
Define the business, system, data, review, escalation, technical, compliance, and executive ownership model.
30 min · RACI-style ownership model
Operate
Operations & measurement
27
AI Change Management and Training Plan
Plan the training, workflow changes, review habits, communications, and feedback loops that adoption needs.
40 min · Adoption plan
Discover
Governance
28
AI Procurement Question Bank
Ask vendors sharper questions about providers, retention, logs, deletion, auditability, review, residency, and export rights.
30 min · Procurement questions
Operate
Operations & measurement
29
AI Workflow Decommissioning Checklist
Decide when to pause, replace, downgrade, archive, or remove an AI workflow without leaving unmanaged operating debt.
35 min · Decommission criteria
Design
Workflow design
30
AI-Native Roadmap Builder
Turn template findings into a staged 30/60/90-day architecture, governance, evaluation, and implementation sequence.
45 min · 30/60/90-day roadmap