Visual Explainers

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 comparison: 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, and deployment targets — with scoring logic.

Two-Phase Authored DiscoveryHow AESOP moves from mapping what exists (Phase 1) to questioning structural assumptions (Phase 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 user submission through triage and prioritization.

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.

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.

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.

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.

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.

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

Clarity EngineThree-layer diagnostic map for organizational AI readiness.

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

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

Legal AI Maturity Model6 dimensions × 4 stages — a framework for understanding where large law firms are, where they're headed, and what the journey requires. APC Maturity MapThe maturity model applied to Ashurst Perkins Coie — estimated position across all 6 dimensions, study map, and interview-ready strategic framing. McKinsey: Agentic Organization → LegalMcKinsey's April 2026 research on the agentic organization, translated to the legal profession — six concepts and what they mean for law firms.

Map — Four MandatesThe Builder, Tracker, Teacher, Protector. All four mandates mapped to proven work. ISO 27001, governance, confidentiality architecture. Brief — JD AlignmentEvery JD requirement mapped to specific projects, metrics, and improvement deltas. 4 function areas + privacy, governance, discovery. Legal Projects — Full RegistryEvery legal AI project in one place — enterprise engagements, platform functions, program operations. Each with detail links. APC Maturity MapThe maturity model applied to Ashurst Perkins Coie — estimated position across all 6 dimensions, study map, and interview-ready strategic framing. Legal AI Operating System — APCFive-layer OS for Ashurst Perkins Coie — post-merger integration, governance, AI functions, program ops, firm model. APC ↔ Harvey ↔ Legal OS — Project Metrics8 functions with estimated metrics across 3 clients (12 lawyers). Interview quick-reference with pipeline diagrams and per-function KPIs.

Legal AI OS — Platform OverviewThe platform at a glance — 5-layer architecture, 9 functions, universal governed pipeline. Send before the meeting. Legal AI OS — Full Platform ReferenceComplete 5-layer architecture — all 9 functions, program operations, Harvey monitoring, help system, governance, org model. Legal AI OS — Project Metrics8 functions with estimated metrics across 3 clients (12 lawyers). Per-function KPIs and pipeline diagrams.

Matter Intake — Executive OverviewThe strategic case: why AI-powered intake is the highest-leverage entry point. What you get, why it matters. Matter Intake — Pipeline Deep DiveTwo-stage AI pipeline — router classifies, evaluator scores across 5 dimensions, programmatic scoring, full audit trail.

Legal AI Storage ArchitectureThree storage options compared — vector-only RAG, hybrid vector+BM25, and full knowledge graph — with production metrics and a tiered adoption path. Storage Architecture — Flow DiagramsHow each option works under the hood — Mermaid flowcharts showing data movement through all three architectures.

Governance ModelSeven pillars, gated data flow, confidentiality architecture. How every document, decision, and review is secured, traced, and audited. Contract ReviewAI Legal Operations Platform — 5 specialized agents, RAG-powered, 30+ legal standards, 360 contracts/hour.