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93 lines
5.4 KiB
Markdown
93 lines
5.4 KiB
Markdown
# AI operating model — decision, execution, control, data, trust
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This repository follows the **Master Operating Prompt** ([`MASTER_OPERATING_PROMPT.md`](../MASTER_OPERATING_PROMPT.md)): a governed hybrid stack, not “agents only.”
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## Governance library (full index)
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| Document | Purpose |
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|----------|---------|
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| [governance/README.md](governance/README.md) | Table of all governance topics |
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| [governance/planes-and-runtime.md](governance/planes-and-runtime.md) | Five planes, three layers, runtime choice |
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| [governance/approval-policy.md](governance/approval-policy.md) | A / R / S, actors, Class A/B/C, evidence packs |
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| [governance/events-and-schema.md](governance/events-and-schema.md) | Events, JSON Schema, AsyncAPI, versioning |
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| [governance/trust-fabric.md](governance/trust-fabric.md) | Trust substrate, tool verification, security gate |
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| [governance/connectors-and-data-plane.md](governance/connectors-and-data-plane.md) | Facades, data plane, semantic metrics |
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| [governance/github-and-release.md](governance/github-and-release.md) | Branch rules, CI, environments, OIDC |
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| [governance/design-and-arabic.md](governance/design-and-arabic.md) | Design system, RTL, Arabic-first |
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| [governance/discovery-and-output-checklist.md](governance/discovery-and-output-checklist.md) | Discovery, phasing, 20-point report, Arabic bootstrap |
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| [governance/strategic-ops-pmi.md](governance/strategic-ops-pmi.md) | M&A, PMI, strategic ops |
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## Planes at a glance
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| Plane | Owns | Must not |
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|-------|------|-----------|
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| **Decision** | Analysis, memos, structured recommendations, scenarios | Durable external commitments as narration-only |
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| **Execution** | Workflows, retries, idempotency, compensation, side effects | Unstructured “trust me” execution |
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| **Control** | Policy, approvals, RBAC, secrets, promotion, audit | Ad-hoc rules only in prompts |
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| **Data** | Operational truth, contracts, metrics definitions, lineage | Duplicate conflicting metric meanings |
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| **Trust** | Evidence packs, tool verification, security gate, evals | Claims without proof |
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## Flow (conceptual)
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```mermaid
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flowchart LR
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subgraph decisionPlane [DecisionPlane]
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Cognition[CognitionAndMemos]
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StructuredOut[StructuredOutputs]
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end
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subgraph controlPlane [ControlPlane]
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Policy[PolicyAndApprovals]
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AuthZ[Authorization]
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end
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subgraph executionPlane [ExecutionPlane]
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Workflows[DurableWorkflows]
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SideEffects[ExternalCommitments]
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end
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subgraph dataPlane [DataPlane]
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OpsData[OperationalData]
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Contracts[ContractsAndMetrics]
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end
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subgraph trustPlane [TrustPlane]
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Evidence[EvidenceAndVerification]
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Obs[ObservabilityAndSecurityGate]
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end
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decisionPlane --> controlPlane
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controlPlane --> executionPlane
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executionPlane --> dataPlane
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trustPlane -.-> decisionPlane
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trustPlane -.-> executionPlane
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trustPlane -.-> controlPlane
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trustPlane -.-> dataPlane
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```
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Trust wraps every plane: verification, audit, telemetry, and gates apply to cognition outputs, policy decisions, workflow steps, and data mutations.
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## Starting path by product type
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Sequence explicitly when multiple rows apply; do not mix chaotically.
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| Product shape | Prioritize first | Deep dive |
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|---------------|------------------|-----------|
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| **SaaS** | Auth, billing, admin, analytics, onboarding, release | [github-and-release.md](governance/github-and-release.md), [connectors-and-data-plane.md](governance/connectors-and-data-plane.md) |
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| **AI / agentic** | Provider routing, memory, orchestration, tool verification, evals, observability | [planes-and-runtime.md](governance/planes-and-runtime.md), [trust-fabric.md](governance/trust-fabric.md) |
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| **CRM / lead / ops** | Workflow safety, approvals, messaging, audit, connector facades | [approval-policy.md](governance/approval-policy.md), [events-and-schema.md](governance/events-and-schema.md) |
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| **Strategic / corpdev** | Contracts, evidence packs, deterministic workflows, executive views | [strategic-ops-pmi.md](governance/strategic-ops-pmi.md), [discovery-and-output-checklist.md](governance/discovery-and-output-checklist.md) |
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**Dealix** spans SaaS, agentic, CRM, and strategic modules — pick the dominant thread for the current milestone, then pull in cross-cutting trust and GitHub rules.
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## Dealix implementation pointers
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- **Agents / routing / pipeline:** [`salesflow-saas/backend/app/services/agents/`](../salesflow-saas/backend/app/services/agents/) — `router.py`, `executor.py`, `autonomous_pipeline.py`.
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- **Prompts (runtime path):** [`salesflow-saas/ai-agents/prompts/`](../salesflow-saas/ai-agents/prompts/) — loaded by `AgentExecutor` (`PROMPTS_DIR`); policy stays in code/services, not inside markdown prompts.
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- **Core OS (memos / governance direction):** [`salesflow-saas/backend/app/services/core_os/`](../salesflow-saas/backend/app/services/core_os/).
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- **Launch & evidence discipline:** [`salesflow-saas/docs/LAUNCH_CHECKLIST.md`](../salesflow-saas/docs/LAUNCH_CHECKLIST.md), [`salesflow-saas/verify-launch.ps1`](../salesflow-saas/verify-launch.ps1).
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## Operating sequence for any major change
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1. Repository discovery (architecture + capability + gap + risk + trust). See [governance/discovery-and-output-checklist.md](governance/discovery-and-output-checklist.md).
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2. Smallest phase that proves value with tests and rollback.
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3. Evidence: tests, logs, or contract checks — as defined in the phase.
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4. Only then expand scope.
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Primary policy reference: [governance/approval-policy.md](governance/approval-policy.md).
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