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AI SOLUTION DELIVERY
Solution Definition → Development & Validation → Production-Ready Solutions
Business
Technology
Stakeholders
SOLUTION DEFINITION
Architecture
System Design
Solution architecture
Integration Points
API & data flows
Scalability
Performance considerations
Requirements
Functional Requirements
What system does
Non-Functional Req.
Quality attributes
Acceptance Criteria
Definition of done
Human Centred Design
Customer Experience
User-centric design
Stakeholder Alignment
Business buy-in
Agent Persona Design
Agent identities
Prompt Engineering
Prompt design
RAG Patterns
Retrieval augmented
Agentic Patterns
Agent architectures
Risk, Guardrails & Evals
Risk Assessment
What could go wrong?
Threat Modeling
Security vulnerabilities
Guardrails
Safety boundaries
Golden Dataset
Test benchmarks
Evaluations
What to test for
Security Req.
Security needs
Compliance Req.
Regulations
Iterative & Interconnected
Dev & Validation
Iterative Development
Build with guardrails
Comprehensive Testing
Unit, integration, E2E
Pre-Prod Evaluations
Run defined evals
LLM as Judge
AI-powered evaluation
Agent Behavioral Test
Test against boundaries
Adversarial Testing
Red-team guardrails
Solution Readiness
Explainability
AI transparency
User Training
Adoption support
External Collab
Partner testing
Autonomy Rollout
Gradual Rollout
Progressive autonomy
Progressive Delivery
Feature flags, canary, A/B
MVP Release
Initial deployment
Observability
Logging
Activity tracking
Monitoring
Real-time insights
Metrics
Performance data
AI
Solutions
Human-Centered
Agent-First
Risk-Aware
Iterative
Observable
AI Solution Delivery - AI Transformation Framework
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