WorksheetAssess
AI readiness scorecard
A scoring worksheet for deciding whether a workflow is ready for autonomous or semi-autonomous execution.
Practical delivery artifacts
Resource library
Downloadable implementation outlines for teams planning, evaluating, governing, and operating production AI systems.
Resource library
Delivery artifacts that make the site operational, not just informational.
Use these outlines as starting points for assessments, runbooks, governance reviews, and executive planning.
30artifacts
10phases
29formats
MatrixGovern
Governance control matrix
A control matrix that maps AI capability scope to data access, tool authority, approvals, logging, and incident response.
Eval setValidate
Retrieval evaluation set
A starter evaluation set for testing source grounding, citation behavior, permission boundaries, and answer quality.
RunbookOperate
Model operations runbook
A production runbook for model routing, fallback, cost controls, latency, tracing, degraded mode, and release review.
BriefPlan
Executive AI roadmap brief
A board-ready outline for connecting AI initiatives to outcomes, risk gates, build sequence, and decision cadence.
ExerciseHarden
AI incident tabletop
A tabletop exercise for AI services that can produce wrong answers, unsafe actions, policy violations, or outage cascades.
Operating modelGovern
Agent operating model
A practical operating model for assigning ownership across AI product, platform, risk, operations, and business teams.
IntakeAssess
Workflow intake template
A structured intake template for deciding whether a process should become an assistant workflow, agent workflow, or deterministic automation.
RegisterGovern
Autonomy risk register
A risk register for tracking AI authority, reversibility, sensitive data exposure, failure modes, mitigations, and owners.
ChecklistValidate
Prompt change review
A release review checklist for prompt, policy, model, and tool changes before they reach production users.
InventoryPrepare
Data source inventory
A source inventory for mapping owners, freshness, permissions, quality issues, retention rules, and ingestion priority.
WorkbookSecure
Permission model workbook
A workbook for translating organizational roles into retrieval, tool-use, approval, logging, and audit permissions.
Release gateValidate
Evaluation release gate
A release-gate template that connects evaluation results, known regressions, approval decisions, rollback, and launch notes.
AuditValidate
Retrieval citation audit
An audit worksheet for checking cited answers against source text, permissions, freshness, and reviewer corrections.
SpecConnect
Tool integration spec
A technical specification for AI-callable tools covering schema, permissions, idempotency, retries, and audit trails.
SLOOperate
AI service SLO template
A service-level objective template for AI latency, quality, cost, availability, escalation, and degraded-mode behavior.
DashboardOperate
Cost and latency dashboard
A dashboard outline for monitoring provider mix, cost drift, latency budgets, fallback rates, and quality regressions.
ChecklistHarden
Production handoff checklist
A handoff checklist for moving AI systems from delivery into operated services with owners, runbooks, controls, and evidence.
Steering packPlan
Executive steering pack
A steering-committee packet for connecting AI portfolio decisions to milestones, risks, spend, and operating outcomes.
ScorecardValidate
Vendor model evaluation scorecard
A scorecard for comparing model and platform vendors across quality, latency, cost, security, support, and lock-in risk.
AddendumSecure
AI data processing addendum
A review outline for documenting AI data handling, retention, subprocessors, residency, and customer control requirements.
Scenario libraryHarden
Red-team scenario library
A scenario catalog for testing prompt injection, unsafe tool use, data leakage, policy bypass, and recovery behavior.
Permission reviewSecure
Tool permission review
A review worksheet for validating AI-callable tool scopes, sensitive actions, audit trails, and approval thresholds.
Comms planHarden
Agent incident communications plan
A communications plan for AI incidents covering internal escalation, customer updates, regulatory notice, and postmortems.
Owner mapPrepare
Retrieval source owner map
An ownership map for knowledge sources, refresh cadence, permission rules, source quality, and escalation contacts.
PolicyGovern
Human approval policy
A policy template for defining which AI decisions require approval, who approves them, and what evidence is required.
Decision treeOperate
Model fallback decision tree
A decision tree for routing between models, cached answers, degraded mode, escalation, and temporary shutdown.
Finance modelOperate
Agent cost allocation model
A finance model for attributing AI runtime cost by workflow, department, customer segment, provider, and outcome.
CalculatorAssess
Workflow automation ROI calculator
A calculator outline for estimating automation value from cycle time, error rate, labor mix, risk reduction, and adoption.
Adoption planScale
Post-launch adoption plan
An adoption plan for moving AI services from launch to measurable usage, feedback, training, and continuous improvement.