Worksheet5 files · Assess
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.
352artifacts
10phases
202formats
Matrix5 files · Govern
Governance control matrix
A control matrix that maps AI capability scope to data access, tool authority, approvals, logging, and incident response.
Eval set5 files · Validate
Retrieval evaluation set
A starter evaluation set for testing source grounding, citation behavior, permission boundaries, and answer quality.
Runbook5 files · Operate
Model operations runbook
A production runbook for model routing, fallback, cost controls, latency, tracing, degraded mode, and release review.
Brief4 files · Plan
Executive AI roadmap brief
A board-ready outline for connecting AI initiatives to outcomes, risk gates, build sequence, and decision cadence.
Exercise5 files · Harden
AI incident tabletop
A tabletop exercise for AI services that can produce wrong answers, unsafe actions, policy violations, or outage cascades.
Operating model5 files · Govern
Agent operating model
A practical operating model for assigning ownership across AI product, platform, risk, operations, and business teams.
Intake5 files · Assess
Workflow intake template
A structured intake template for deciding whether a process should become an assistant workflow, agent workflow, or deterministic automation.
Register5 files · Govern
Autonomy risk register
A risk register for tracking AI authority, reversibility, sensitive data exposure, failure modes, mitigations, and owners.
Checklist5 files · Validate
Prompt change review
A release review checklist for prompt, policy, model, and tool changes before they reach production users.
Inventory5 files · Prepare
Data source inventory
A source inventory for mapping owners, freshness, permissions, quality issues, retention rules, and ingestion priority.
Workbook5 files · Secure
Permission model workbook
A workbook for translating organizational roles into retrieval, tool-use, approval, logging, and audit permissions.
Release gate5 files · Validate
Evaluation release gate
A release-gate template that connects evaluation results, known regressions, approval decisions, rollback, and launch notes.
Audit5 files · Validate
Retrieval citation audit
An audit worksheet for checking cited answers against source text, permissions, freshness, and reviewer corrections.
Spec5 files · Connect
Tool integration spec
A technical specification for AI-callable tools covering schema, permissions, idempotency, retries, and audit trails.
SLO5 files · Operate
AI service SLO template
A service-level objective template for AI latency, quality, cost, availability, escalation, and degraded-mode behavior.
Dashboard5 files · Operate
Cost and latency dashboard
A dashboard outline for monitoring provider mix, cost drift, latency budgets, fallback rates, and quality regressions.
Checklist5 files · Harden
Production handoff checklist
A handoff checklist for moving AI systems from delivery into operated services with owners, runbooks, controls, and evidence.
Steering pack5 files · Plan
Executive steering pack
A steering-committee packet for connecting AI portfolio decisions to milestones, risks, spend, and operating outcomes.
Operating pack7 files · Scale
AI operating cadence pack
A cross-functional operating cadence for weekly AI service reviews, monthly value decisions, release gates, and escalation ownership.
Operations kit6 files · Validate
Retrieval quality operations kit
An operations kit for managing retrieval quality through source ownership, freshness checks, citation audits, and regression scoring.
Governance kit6 files · Govern
Agent release governance kit
A release governance kit for managing prompt, model, policy, retrieval, and tool-authority changes in agentic systems.
Operations kit6 files · Operate
Customer support AI operations kit
An operations kit for AI-assisted support queues covering triage policy, containment metrics, escalation, QA, and customer communications.
Evidence pack6 files · Govern
Regulated AI evidence pack
An evidence pack for regulated AI rollouts connecting domain constraints, reviewer evidence, release gates, and audit-ready decisions.
Eval suite6 files · Validate
Evaluation regression suite kit
A regression suite for AI releases covering task quality, source grounding, safety, tool behavior, latency, and cost movement.
Telemetry kit6 files · Operate
Model observability telemetry kit
A telemetry kit for model-backed services covering request traces, quality signals, cost, latency, fallback, and incident triggers.
Rollout kit6 files · Scale
Automation rollout runbook kit
A rollout runbook for moving AI-assisted workflows from pilot to controlled scale with queue gates, training, controls, and adoption metrics.
Enablement kit6 files · Scale
Adoption enablement kit
An enablement kit for driving trusted AI adoption through training, champion networks, feedback loops, and behavior metrics.
Portfolio kit6 files · Plan
AI portfolio prioritization kit
A portfolio prioritization kit for ranking AI opportunities by value, feasibility, risk, operating readiness, and learning leverage.
Risk ops kit6 files · Govern
Financial services model risk ops kit
A model risk operations kit for financial services AI systems covering evidence, approvals, monitoring, controls, and audit readiness.
Safety kit6 files · Assess
Healthcare AI safety intake kit
A healthcare AI safety intake kit for triaging clinical-adjacent workflow ideas before pilot, procurement, or production rollout.
Quality kit6 files · Operate
Manufacturing quality intelligence kit
A manufacturing AI kit for connecting quality signals, maintenance notes, production exceptions, and operator feedback into governed intelligence loops.
Procurement kit6 files · Govern
Public sector AI procurement kit
A public sector procurement kit for specifying AI requirements, vendor evidence, data boundaries, accessibility, and operating controls.
Service kit6 files · Scale
Retail service automation kit
A retail service automation kit for scaling AI-assisted support, store operations, exception handling, and customer experience monitoring.
Claims kit6 files · Govern
Insurance claims AI control kit
A claims operations kit for using AI across intake, coverage evidence, adjuster review, leakage monitoring, and customer communications with explicit controls.
Control tower kit6 files · Operate
Logistics exception control tower kit
A logistics operations kit for detecting shipment, inventory, carrier, supplier, and customer-commitment exceptions with evidence-backed recovery paths.
Incident kit6 files · Operate
Technology incident AI readiness kit
A technology operations kit for preparing AI-assisted incident triage, owner routing, release evidence, and support handoffs before production escalation.
People kit6 files · Govern
People policy AI control kit
A people-operations kit for policy guidance assistants covering sensitive topics, privacy boundaries, escalation, and manager-ready evidence.
Close kit6 files · Validate
Finance close automation evidence kit
A finance operations kit for AI-assisted reconciliation, variance explanation, close controls, reviewer evidence, and audit-ready reporting.
Queue kit6 files · Operate
Operations queue optimization kit
An operations kit for AI-assisted queue prioritization, capacity sensing, escalation hygiene, exception resolution, and SLA protection.
Program kit6 files · Plan
Program delivery governance kit
A program operations kit for AI portfolio governance covering delivery risks, decision logs, executive briefings, funding gates, and value evidence.
Defense kit6 files · Harden
Prompt injection defense kit
A security operations kit for testing, monitoring, and responding to prompt injection across retrieval, tools, memory, and agent workflows.
DLP kit6 files · Secure
AI data loss prevention kit
A data-boundary kit for preventing sensitive data leakage across prompts, retrieval, logs, model providers, tools, and exports.
Authority kit6 files · Secure
Tool authority risk review kit
A tool-governance kit for reviewing AI-callable actions by authority, reversibility, credentials, approval, logs, and rollback.
Routing kit6 files · Operate
Model routing policy ops kit
A model-operations kit for routing policies covering provider selection, fallback, quality gates, latency budgets, data boundaries, and cost controls.
Lifecycle kit6 files · Prepare
Retrieval source lifecycle kit
A knowledge-operations kit for governing retrieval sources from intake and ownership through freshness, permission, quality, and retirement.
Vendor kit6 files · Govern
Vendor AI risk review kit
A vendor-governance kit for evaluating AI providers across model risk, data handling, controls, support, portability, and operating evidence.
Comms kit6 files · Harden
AI incident communications kit
An incident communications kit for AI failures covering internal escalation, customer messaging, regulatory notice, and postmortem evidence.
Memory kit6 files · Govern
Memory and context governance kit
A context-governance kit for deciding what AI systems may remember, retrieve, personalize, retain, forget, and expose to users.
Release kit6 files · Validate
Production release control kit
A release-control kit for shipping AI systems with evaluation evidence, rollback paths, owner approvals, launch notes, and monitoring gates.
Scorecard5 files · Validate
Vendor model evaluation scorecard
A scorecard for comparing model and platform vendors across quality, latency, cost, security, support, and lock-in risk.
Addendum5 files · Secure
AI data processing addendum
A review outline for documenting AI data handling, retention, subprocessors, residency, and customer control requirements.
Scenario library5 files · Harden
Red-team scenario library
A scenario catalog for testing prompt injection, unsafe tool use, data leakage, policy bypass, and recovery behavior.
Permission review5 files · Secure
Tool permission review
A review worksheet for validating AI-callable tool scopes, sensitive actions, audit trails, and approval thresholds.
Comms plan5 files · Harden
Agent incident communications plan
A communications plan for AI incidents covering internal escalation, customer updates, regulatory notice, and postmortems.
Owner map5 files · Prepare
Retrieval source owner map
An ownership map for knowledge sources, refresh cadence, permission rules, source quality, and escalation contacts.
Policy5 files · Govern
Human approval policy
A policy template for defining which AI decisions require approval, who approves them, and what evidence is required.
Decision tree5 files · Operate
Model fallback decision tree
A decision tree for routing between models, cached answers, degraded mode, escalation, and temporary shutdown.
Ops kit3 files · Operate
Model operations control plane kit
An operating kit for model routing, runtime incident triage, provider fallback drills, release gates, and remediation ownership.
Finance model5 files · Operate
Agent cost allocation model
A finance model for attributing AI runtime cost by workflow, department, customer segment, provider, and outcome.
Benchmark pack3 files · Operate
AI economics benchmark pack
A benchmark pack for measuring AI value across baseline cost, adoption, unit economics, and value-review decisions.
Control kit3 files · Operate
AI economics control plane kit
A control kit for managing AI value through adoption curves, unit economics, operating cost, quality signals, and scale decisions.
Calculator4 files · Assess
Workflow automation ROI calculator
A calculator outline for estimating automation value from cycle time, error rate, labor mix, risk reduction, and adoption.
Control kit3 files · Operate
Workflow exception control kit
A control kit for classifying workflow exceptions, routing them to the right owner, and measuring automation containment without hiding rework.
Rollout map5 files · Plan
Regulated industry rollout map
A rollout map for adapting AI programs to regulated industries with domain constraints, evidence models, release gates, and operating reviews.
Adoption plan5 files · Scale
Post-launch adoption plan
An adoption plan for moving AI services from launch to measurable usage, feedback, training, and continuous improvement.