Charlie Fuller · AESOP Transformation OS

AESOP Transformation OS

Safety, accountability, and scale. The governed platform that plans, builds, evaluates, and repairs agentic AI — mapped end to end.

Platform

AESOP — Executive OverviewWhat the platform does for the business — safety, accountability, and scale.→ AESOP — Full Platform ShowcaseComplete technical walkthrough of every stage, agent, and evaluation mode.→ Full Pipeline FlowAll 10 stages from Organization Context through Monitoring, with metrics.→ Platform OverviewHigh-level architecture and platform capabilities.→ ArchitectureSystem architecture and component relationships.→ PipelineStage-by-stage pipeline mechanics and handoffs.→ Current vs LangGraphSide-by-side: hand-built orchestration vs declared graph with checkpointing and crash recovery.→ OperationalizationLaunch package: RACI, Tiger Team brief, maintenance and adoption plans.→ Technical AgentsThe 30+ agents that power evaluation, building, and repair.→ Decision FlowHow decisions move through the platform.→ Platform OptionsAll 7 platform targets — enterprise, API agents, deployment — with scoring logic.→

Discovery

Two-Phase Authored DiscoveryFrom mapping what exists (1) to questioning structural assumptions (2) — before anything gets built.→ Project Requirements DiscoveryPRD generation pipeline — plan, gather, synthesize, export.→ Executive Intake → RoadmapHow executive input flows through intake to a roadmap process map.→ What Happens to User InputFull scoring trace from submission through triage and prioritization.→

Methodology

AI Maturity Model — ExecutiveFive levels of organizational AI maturity, scored and visualized.→ AI Maturity Model — FullComplete model with all dimensions and scoring criteria.→ Implementation CycleHow projects move through the full lifecycle.→ TOGAF ↔ AESOP OS — Framework MappingMaps the TOGAF enterprise architecture framework to the AESOP Transformation OS.→ TOGAF ↔ AESOP OS — Core MappingsThe essential TOGAF-to-AESOP mappings, condensed.→

Adoption Roadmaps

Example RoadmapSample AI Adoption Roadmap deliverable — Gulf Coast Marine & Yacht.→ SMB AI Readiness Roadmap — TechnicalTechnical readiness assessment and staged adoption path.→ SMB AI Adoption Roadmap — BusinessBusiness-focused adoption stages with organizational readiness gates.→

Evaluations

Cave of ShadowsRed-team adversarial testing with attack personas.→ HydraFunctional regression testing across agent versions.→ Bias ProbeDifferential fairness testing across demographics.→ Custom Test SuiteDomain-specific weighted rubrics for custom evaluations.→ InvestigationBlack-box endpoint discovery and agent analysis.→ RepairExtended-thinking rewrite with change summary and rationale.→ Trace AnalysisDecision path inspection through qualitative failure coding.→ KB Audit ProcessKnowledge base completeness and coherence audit.→

Site Audit

UX AuditUser experience audit across the platform.→ Color AuditDesign system color consistency audit.→ Testing & CI/CD — OverviewHigh-level testing strategy and CI/CD pipeline design.→ Testing & CI/CD — DetailedDetailed test plans and CI/CD configuration.→

Research & Context

Organization Research ProcessFive-stage Deep Research pipeline: Scope → Search → Fetch → Verify → Synthesize.→ Strategic PortfolioPrioritization agent that scores AI project candidates against strategic goals.→ Organization ContextDeep research and org context capture — the foundation every agent is built against.→

Governance

Delegation & ReadinessAssesses organizational readiness for AI delegation and autonomy.→ Regulatory MappingMaps regulatory requirements to agent evaluation criteria.→

Plans

Clarity EngineThree-layer diagnostic map for organizational AI readiness.→ Governance ArchetypePortfolio governance pipeline — intake, approvals, research, materials, portfolio refresh.→

Onboarding

AESOP OnboardingEnd-to-end client onboarding flow — intake through first roadmap delivery.→

Consulting

Consulting PortfolioAESOP Transformation OS — AI agent governance and operationalization consulting.→ Consultant OfferAI transformation consulting — what's included, pricing, engagement model.→

Integrations

Monday.com IntegrationMonday.com as the work-management front-end, wired into the AESOP Transformation OS.→