AESOP — Organization Context Research Process

      flowchart TD
        A["Org Context Input
13 enterprise / 6 SMB types"] --> B{Source?}
        B -->|"Direct entry"| C["Written by org
Versioned, toggleable"]
        B -->|"File upload"| D["Auto-extraction
PDF, DOCX, CSV"]
        C --> E["Active entries selected"]
        D --> E
        E --> F{"Enterprise
license?"}
        F -->|"Yes"| G["Deep Research
5-phase adversarial pipeline"]
        F -->|"No"| H["Strategic Prioritization
Agent"]
        G --> G1["1. Scope"]
        G1 --> G2["2. Search
Tavily + SEC EDGAR"]
        G2 --> G3["3. Fetch"]
        G3 --> G4["4. Verify
2-vote adversarial"]
        G4 --> G5["5. Synthesize"]
        G5 --> I{"Human
review?"}
        I -->|"Approve"| H
        I -->|"Revise"| G1
        H --> J["Scored project candidates
Seeds portfolio + roadmap"]
        E --> K["Dysfunctionality
Profile"]
        K --> L["Delegation Readiness
5-dimension assessment"]
        L --> M{"Verdict?"}
        M -->|"Ready"| N["Proceed to
Pipeline"]
        M -->|"Conditional"| O["Remediation
plan required"]
        M -->|"Not Ready"| P["Gate closed
Revisit after changes"]
        J --> N
        N --> Q["Write Once,
Read Everywhere"]
        Q --> R["Discovery"]
        Q --> S["Design"]
        Q --> T["Build"]
        Q --> U["Evaluate"]
        Q --> V["Operationalize"]

        classDef input fill:rgba(180,83,9,0.07),stroke:#b45309,stroke-width:2px,color:#0a1628
        classDef entry fill:#ffffff,stroke:rgba(0,0,0,0.13),stroke-width:1.5px,color:#0a1628
        classDef research fill:rgba(124,58,237,0.07),stroke:#7c3aed,stroke-width:2px,color:#0a1628
        classDef agent fill:rgba(74,144,196,0.06),stroke:#4a90c4,stroke-width:2px,color:#0a1628
        classDef profile fill:rgba(71,85,105,0.07),stroke:#475569,stroke-width:2px,color:#0a1628
        classDef output fill:rgba(15,118,110,0.05),stroke:#0f766e,stroke-width:2px,color:#0a1628
        classDef warn fill:rgba(180,83,9,0.07),stroke:#b45309,stroke-width:2px,stroke-dasharray:4 3,color:#0a1628
        classDef closed fill:rgba(225,29,72,0.07),stroke:#e11d48,stroke-width:2px,color:#0a1628
        classDef flow fill:rgba(200,77,14,0.06),stroke:#c84d0e,stroke-width:2px,color:#0a1628
        classDef stage fill:#f5f8fc,stroke:rgba(0,0,0,0.07),stroke-width:1px,color:#3d5a7a

        class A input
        class C,D,E entry
        class G,G1,G2,G3,G4,G5 research
        class H agent
        class K,L profile
        class J,N output
        class O warn
        class P closed
        class Q flow
        class R,S,T,U,V stage

Context Types — 13 Enterprise / 6 SMB

Discovery

Company Profile

Organizational background injected into every discovery interview.

Discovery + Scoring

Strategic Goals

Injected into discovery and portfolio scoring for strategic alignment.

Build

Brand Guidelines

Injected into build synthesis for tone and voice consistency.

Discovery + Design

Org Chart

Who decides what. Maps authority for Delegation Readiness scoring.

Governance

Governance Policy

Risk tolerance, compliance requirements, decision rights framework.

Evaluation

Evaluation Criteria

Org-specific standards injected into rubric generation and scoring.

Deep Research Pipeline — Enterprise Only

Phase 1

Scope

Define research question, sources, and depth from org context gaps.

Phase 2

Tavily web search + SEC EDGAR for public company data.

Phase 3

Fetch

Retrieve full source documents. Extract structured findings.

Phase 4

Verify

Two independent agents vote. Disagreement → re-examine sources.

Phase 5

Synthesize

Merged findings with provenance. Human reviews before pipeline injection.

Organization ContextResearch Process

Context Types — 13 Enterprise / 6 SMB

Deep Research Pipeline — Enterprise Only

Organization Context
Research Process