company-ai-os

OrgGenome Compiler

OrgGenome Compiler is the HELM AI Enterprise direction for turning messy company material into reviewable operating rules. The important public boundary is that compiler output starts as draft material. It does not becom

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OrgGenome Compiler is the HELM AI Enterprise direction for turning messy company material into reviewable operating rules.

The important public boundary is that compiler output starts as draft material. It does not become executable organizational law until reviewed, signed, and promoted into the appropriate HELM-governed path.

Inputs

Compiler input can include:

policies and procedure documents
interviews and operating examples
connector manifests and tool constraints
approval patterns and role boundaries
existing receipts and proof records

Outputs

Compiler output can include draft rules, process graphs, GeneratedSpecs, and activation candidates. These outputs are useful because they make implicit company behavior easier to inspect.

They are still not permission to act.

Promotion boundary

A safe promotion path should preserve these distinctions:

State	Meaning
Raw input	Source material such as docs, interviews, examples, and artifacts.
Draft output	Compiler-generated proposal for rules or process shape.
Reviewed rule	Human and policy-reviewed material suitable for activation.
Governed action	A proposed side effect that still passes through HELM before dispatch.

Public copy rule

Do not describe OrgGenome Compiler as an autonomous replacement for company governance. Describe it as a way to draft, inspect, review, and promote rule-bearing company material into HELM-governed execution.

Diagram

Diagram1. Ingestion Plane (Messy Source) -> Raw Policies & Standard Procedures -> Operator Interviews & SOP Examples -> Connector Manifests & Tool Specifications -> OrgGenome Ingestion Engine -> 2. OrgGenome Compiler Phase -> VLLM Fine-Tuning & Prompt Contextualization -> GeneratedSpecs: Draft Execution Rules

flowchart TD
    subgraph Ingestion["1. Ingestion Plane (Messy Source)"]
        Policies["Raw Policies & Standard Procedures"]
        Interviews["Operator Interviews & SOP Examples"]
        Manifests["Connector Manifests & Tool Specifications"]
        
        Policies & Interviews & Manifests --> Compiler["OrgGenome Ingestion Engine"]
    end

    subgraph Compilation["2. OrgGenome Compiler Phase"]
        Compiler --> Engine["VLLM Fine-Tuning & Prompt Contextualization"]
        Engine --> DraftSpecs["GeneratedSpecs: Draft Execution Rules"]
        Engine --> ProcessGraphs["Process Graphs: Logic Relationship Models"]
        Engine --> Candidates["Activation Candidate Profiles"]
    end

    subgraph Promotion["3. Governance & Promotion Boundary"]
        DraftSpecs & ProcessGraphs & Candidates --> SandboxVal["Automated Rule Validation & Conformance Testing"]
        SandboxVal --> Review{"Multi-Party Human Signing Ceremony"}
        
        Review -->|Approved & Signed| Promoted["Promoted Active Rule Set"]
        Review -->|Rejected| Redraft["Flag Conflicts & Request Redraft"]
        Redraft --> Engine
    end

    subgraph Enforcement["4. Active Execution Plane"]
        Promoted --> RulesDb["Active PEP/CPI Rules Store"]
        RulesDb --> HELM["HELM AI Kernel (PEP/CPI Boundary)"]
        HELM --> Enforced["Deterministic Enforcement of Stochastic Proposals"]
    end

    style Review fill:#dd6b20,stroke:#9c4221,stroke-width:2px,color:#fff
    style Promoted fill:#38a169,stroke:#276749,stroke-width:2px,color:#fff
    style RulesDb fill:#2d3748,stroke:#4a5568,stroke-width:2px,color:#fff

Mermaid source

flowchart TD
    subgraph Ingestion["1. Ingestion Plane (Messy Source)"]
        Policies["Raw Policies & Standard Procedures"]
        Interviews["Operator Interviews & SOP Examples"]
        Manifests["Connector Manifests & Tool Specifications"]
        
        Policies & Interviews & Manifests --> Compiler["OrgGenome Ingestion Engine"]
    end

    subgraph Compilation["2. OrgGenome Compiler Phase"]
        Compiler --> Engine["VLLM Fine-Tuning & Prompt Contextualization"]
        Engine --> DraftSpecs["GeneratedSpecs: Draft Execution Rules"]
        Engine --> ProcessGraphs["Process Graphs: Logic Relationship Models"]
        Engine --> Candidates["Activation Candidate Profiles"]
    end

    subgraph Promotion["3. Governance & Promotion Boundary"]
        DraftSpecs & ProcessGraphs & Candidates --> SandboxVal["Automated Rule Validation & Conformance Testing"]
        SandboxVal --> Review{"Multi-Party Human Signing Ceremony"}
        
        Review -->|Approved & Signed| Promoted["Promoted Active Rule Set"]
        Review -->|Rejected| Redraft["Flag Conflicts & Request Redraft"]
        Redraft --> Engine
    end

    subgraph Enforcement["4. Active Execution Plane"]
        Promoted --> RulesDb["Active PEP/CPI Rules Store"]
        RulesDb --> HELM["HELM AI Kernel (PEP/CPI Boundary)"]
        HELM --> Enforced["Deterministic Enforcement of Stochastic Proposals"]
    end

    style Review fill:#dd6b20,stroke:#9c4221,stroke-width:2px,color:#fff
    style Promoted fill:#38a169,stroke:#276749,stroke-width:2px,color:#fff
    style RulesDb fill:#2d3748,stroke:#4a5568,stroke-width:2px,color:#fff

Source truth

OrgGenome Compiler product boundary, infrastructure, dataset/schema registry, and training/evaluation/serving docs: orggenome-compiler/README.md, orggenome-compiler/docs/README.md, orggenome-compiler/datasets/README.md, and orggenome-compiler/datasets/schemas/.
Enterprise Company AI OS and OrgGenome integration framing: helm-ai-enterprise/README.md and helm-ai-enterprise/commercial/pipeline/.
Enterprise GeneratedSpec and activation-related public API surface: helm-ai-enterprise/api/openapi/helm.openapi.yaml.
Kernel execution boundary that still governs promoted action proposals: helm-ai-kernel/README.md and helm-ai-kernel/protocols/conformance/v1/test-vectors.json.