Point of viewAI Pilots Are Easy. Production Value Is Not.
An AI readiness blueprint for SaaS and product companies
20 practical resources from Envion Software's delivery teams — readiness blueprints, build-vs-buy frameworks, governance checklists, and industry playbooks. Free to download, built from real engagements.
Showing 20 of 20 resources
Point of viewAn AI readiness blueprint for SaaS and product companies
Assessment workbookA seven-domain scorecard and 90-day action planner
Decision guideA value, data, feasibility, risk, and speed-to-learning framework
Rapid MVP guideScope, team, timeline, decision gates, and deliverables
Decision guideA decision framework for SaaS and product teams
Field guideThe AI Failure Test field guide
Security checklistPrompt injection, data leakage, misuse, edge cases, and access control
Implementation guideArchitecture, integration, data, UX, and rollout
Data assessmentA practical checklist for availability, quality, rights, provenance, ownership, and representativeness
Starter kitRoles, approval gates, human oversight, incident management, policies, and an AI system register
Evaluation guideQuality, hallucinations, relevance, latency, cost, drift, feedback, and release criteria
Procurement scorecardCompare models and vendors across quality, privacy, security, integration, pricing, portability, and support
Team design guideIn-house hiring, staff augmentation, dedicated teams, and blended multidisciplinary delivery
Planning guideScope drivers, timelines, $80 hourly work, blended team rates, fixed-price small projects, and Rapid MVP delivery
Industry playbookWorkflow fit, sensitive data, safety, human oversight, integration, and monitoring
Industry playbookModel risk, explainability, privacy, approvals, auditability, and continuous monitoring
Industry playbookConfidentiality, provenance, citations, hallucinations, human review, and professional responsibility
Industry playbookData visibility, forecasting, exception handling, document automation, and system integration
Industry playbookProject documents, field data, search, estimation, risk detection, and workflow adoption
Startup playbookEvaluation, architecture, reliability, cost control, observability, safety, and team capacity
These resources come from real delivery work. If you'd rather talk through your situation, our team will give you an honest assessment — including when the answer is "don't build it yet."