Production RAG readiness
Assess use case boundaries, source quality, permissions, retrieval, answer evaluation, security, operations, and launch gates.
Resources
Practical guides for the decisions before production
These resources help teams document requirements, expose assumptions, define evidence, and prepare focused conversations about RAG, search, and AI infrastructure.
Who this is for
Product, engineering, operations, commerce, infrastructure, security, and procurement stakeholders preparing or reviewing a technology initiative.
Problem to solve
Teams lose time when they compare vendors or begin implementation without a shared baseline, source inventory, risk model, architecture boundary, or acceptance plan.
Scope
Current guide library
Each guide is a decision aid, not a guarantee, certification, legal opinion, or replacement for environment-specific engineering and security review.
Ecommerce search evaluation
Build a representative query set, measure retrieval and ranking, connect behavior to business signals, and test safely.
AI infrastructure readiness
Characterize the workload, map data and model paths, define resilience, security, observability, cost, and ownership.
Architecture conversations
Use the checklists to separate known requirements, assumptions, experiments, decisions, owners, and unresolved risks.
Procurement preparation
Convert product language into questions about scope, evidence, compatibility, support, security, data, limits, and contract terms.
Evidence discipline
Define baselines, measurement conditions, sources, review owners, and limits before publishing or relying on a claim.
Architecture
How to use a readiness guide
- 01
Read by role
Include the people who own the workflow, data, application, infrastructure, security, procurement, and post-launch operations.
- 02
Record evidence
Link answers to systems, documents, tests, logs, contracts, owners, or explicit assumptions rather than relying on memory.
- 03
Separate gaps by type
Mark missing information, design decisions, technical validation, process change, contract needs, and accepted residual risk.
- 04
Choose the next decision
Use the highest-risk unresolved assumption to define a focused assessment, prototype, review, or implementation step.
Deliverables
What the engagement can produce
✓
Completed readiness checklist
Answers, evidence links, owners, assumptions, unresolved items, and confidence for each decision area.
✓
Prioritized risk register
Impact, likelihood, affected users or systems, current control, next action, decision owner, and due point.
✓
Validation backlog
The technical tests, data reviews, user checks, security work, and vendor confirmations needed before launch.
✓
Decision brief
Recommended next step, alternatives, rationale, dependencies, boundaries, acceptance criteria, and stop conditions.
Boundaries
Boundaries and decisions to verify
Good work is easier to trust when the team knows what is included, what still needs proof, and who owns each decision.
Guides do not certify readiness
A completed checklist is an input to review. It is not an audit, assurance report, compliance determination, or production approval.
Requirements differ
Regulation, risk, customer commitments, platform versions, data sensitivity, scale, and operating maturity can require additional work.
Current facts must be verified
Provider capabilities, pricing, limits, security terms, and platform compatibility should be checked at the time of the decision.
Related
Read next
Production RAG readinessPrepare retrieval, answer quality, access, and operations for production.Ecommerce search evaluationMeasure search quality with representative queries and controlled business signals.AI infrastructure readinessAssess workload, deployment, recovery, security, observability, and cost.
Turn the checklist gaps into an actionable review
Kubto can help verify assumptions, prioritize risk, and define the smallest useful technical assessment or implementation step.
Discuss the readiness findings