AI SOLUTION DELIVERY
Solution Definition → Development & Validation → Production-Ready Solutions
Business
Technology
Stakeholders

SOLUTION DEFINITION

Architecture

System DesignSolution architecture
Integration PointsAPI & data flows
ScalabilityPerformance considerations

Requirements

Functional RequirementsWhat system does
Non-Functional Req.Quality attributes
Acceptance CriteriaDefinition of done

Human Centred Design

Customer ExperienceUser-centric design
Stakeholder AlignmentBusiness buy-in
Agent Persona DesignAgent identities
Prompt EngineeringPrompt design
RAG PatternsRetrieval augmented
Agentic PatternsAgent architectures

Risk, Guardrails & Evals

Risk AssessmentWhat could go wrong?
Threat ModelingSecurity vulnerabilities
GuardrailsSafety boundaries
Golden DatasetTest benchmarks
EvaluationsWhat to test for
Security Req.Security needs
Compliance Req.Regulations
Iterative & Interconnected

Dev & Validation

Iterative DevelopmentBuild with guardrails
Comprehensive TestingUnit, integration, E2E
Pre-Prod EvaluationsRun defined evals
LLM as JudgeAI-powered evaluation
Agent Behavioral TestTest against boundaries
Adversarial TestingRed-team guardrails

Solution Readiness

ExplainabilityAI transparency
User TrainingAdoption support
External CollabPartner testing

Autonomy Rollout

Gradual RolloutProgressive autonomy
Progressive DeliveryFeature flags, canary, A/B
MVP ReleaseInitial deployment

Observability

LoggingActivity tracking
MonitoringReal-time insights
MetricsPerformance data
AI
Solutions
Human-Centered
Agent-First
Risk-Aware
Iterative
Observable
AI Solution Delivery - AI Transformation Framework

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