system-prompts-and-models-of-ai-tools/dealix/docs/AUTONOMOUS_REVENUE_COMPANY_OS.md

Dealix Autonomous Revenue Company OS

الفئة الجديدة: Dealix ليس CRM ولا أداة واتساب ولا AI agent ولا lead scraper. هو شركة نمو رقمية ذاتية التشغيل تدخل أي بزنس، تفهمه، تبني خطة نمو، تشغّل الخدمات المناسبة، تطلب موافقات، تنسق القنوات، تفتح شراكات، ترتب اجتماعات، تجهز مدفوعات، وتثبت العائد.

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1. القيم الأساسية للنظام

Signal → Context → Service Recommendation → Workflow →
Risk Check → Draft → Approval → Execution/Export →
Outcome → Proof → Learning → Upgrade

كل event داخل Dealix يمر بهذه السلسلة. لا توجد فجوة بين "إشارة" و"إيراد".

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2. الطبقات الـ12

الطبقة	الموقع
Autonomous Service Operator	auto_client_acquisition/autonomous_service_operator/
Service Tower	auto_client_acquisition/service_tower/
Service Excellence OS	auto_client_acquisition/service_excellence/
Targeting OS	auto_client_acquisition/targeting_os/
Safe Tool Gateway	auto_client_acquisition/platform_services/tool_gateway.py
Agent Runtime	كل layer يحدد الـ agents فيه
Workflow Engine	service_orchestrator + workflow_runner
Revenue Graph	revenue_company_os/action_graph.py
Proof Ledger	revenue_company_os/proof_ledger.py + platform_services/proof_ledger.py
Self-Improving Layer	revenue_company_os/self_improvement_loop.py + growth_curator/
Revenue Launch System	revenue_launch/ + launch_ops/
Growth Memory	revenue_company_os/growth_memory.py

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3. Autonomous Service Operator

16 module + 28 endpoint. البوت المركزي:

• intent_classifier — 16 intent عبر Arabic + English keywords (deterministic).
• conversation_router — كل intent → handler + خدمة موصى بها.
• session_state — 13 حالة جلسة + audit history.
• intake_collector — أسئلة intake لكل intent + validation.
• approval_manager — كروت ≤3 أزرار + decisions (approve/edit/skip/reject).
• service_orchestrator — pipeline 11-step canonical.
• workflow_runner — advance + completion check.
• tool_action_planner — يحظر LinkedIn scraping/auto-DM، يطلب approval لـ high-risk، draft فقط للآمنة.
• proof_pack_dispatcher — Proof Pack envelope per service.
• upsell_engine — 3 verdicts (upsell_now / iterate_first / gentle_upsell).
• whatsapp_renderer — ≤3 buttons، Arabic body.
• operator_memory — sessions + facts + preferences + audit.
• service_bundles — 6 bundles (Growth Starter, Data to Revenue, Executive Growth OS, Partnership Growth, Local Growth OS, Full Growth Control Tower).
• executive_mode — CEO command center.
• client_mode — Growth Manager dashboard.
• agency_mode — multi-client + co-branded Proof Pack + revenue share.

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4. Revenue Company OS

10 module + 19 endpoint. الذكاء عبر القنوات:

• event_to_card — 13 event types → Arabic decision cards (≤3 buttons).
• command_feed_engine — daily aggregation + sort by risk.
• action_graph — 14 typed edges signal → action → outcome → proof.
• revenue_work_units — 19 RWU types (Salesforce-inspired) + aggregation.
• channel_health — cross-channel reputation snapshot.
• opportunity_factory — turn signals into opportunity cards.
• service_factory — instantiate any service for a customer.
• proof_ledger — Revenue Proof scoreboard per customer.
• growth_memory — cross-customer aggregates (anonymized): best message/channel/objections.
• self_improvement_loop — weekly Arabic recommendations from real metrics.

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5. Service Bundles (6 customer-facing offerings)

Bundle	Best for	Price (SAR)
Growth Starter	أي شركة تجرب لأول مرة	499–1,500
Data to Revenue	شركات لديها قائمة	1,500–3,000
Executive Growth OS	CEO / Growth Manager شهرياً	2,999
Partnership Growth	شركات تنمو عبر الشركاء	3,000–7,500
Local Growth OS	عيادات/متاجر/فروع	999–2,999
Full Growth Control Tower	مؤسسات 30+ يوم	12,000–25,000

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6. الأمان (Critical Gates)

كل tool action يمر:

Intent → Policy → Approval → Execution → Audit

أوضاع التنفيذ:

• suggest_only
• draft_only
• approval_required
• approved_execute (env flag مفعّل + اعتماد)
• blocked

الممنوع تماماً (حتى مع env flag):

• LinkedIn scraping / auto-DM / auto-connect.
• cold WhatsApp بدون opt-in.
• Moyasar live charge من API.
• إرسال Gmail بدون اعتماد بشري.

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7. Endpoints الجديدة

Autonomous Service Operator (28)

POST /api/v1/operator/chat/{message, decision, classify}
POST /api/v1/operator/sessions/{new, {id}/transition, {id}/context}
GET  /api/v1/operator/sessions/{id}
POST /api/v1/operator/cards/{approval, whatsapp/render}
GET  /api/v1/operator/intake/questions/{intent}
POST /api/v1/operator/intake/validate
POST /api/v1/operator/service/start
POST /api/v1/operator/tools/plan
POST /api/v1/operator/proof-pack/dispatch
POST /api/v1/operator/upsell/{recommend, card}
GET  /api/v1/operator/bundles
POST /api/v1/operator/bundles/recommend
POST /api/v1/operator/mode/{ceo, ceo/daily-brief, ceo/risks, client, agency, agency/add-client, agency/revenue-share, agency/co-branded-proof}
GET  /api/v1/operator/whatsapp/daily-brief/demo
GET  /api/v1/operator/proof-pack/demo

Revenue Company OS (19)

GET  /api/v1/revenue-os/command-feed/demo
POST /api/v1/revenue-os/{events/ingest, command-feed/build}
GET  /api/v1/revenue-os/work-units/{types, demo}
POST /api/v1/revenue-os/work-units/{build, aggregate}
GET  /api/v1/revenue-os/proof-ledger/demo
GET  /api/v1/revenue-os/action-graph/{edge-types, demo}
POST /api/v1/revenue-os/channel-health/snapshot
GET  /api/v1/revenue-os/channel-health/demo
POST /api/v1/revenue-os/opportunity-factory
GET  /api/v1/revenue-os/opportunity-factory/demo
POST /api/v1/revenue-os/service-factory
GET  /api/v1/revenue-os/service-factory/demo
GET  /api/v1/revenue-os/growth-memory/demo
POST /api/v1/revenue-os/self-improvement/weekly-report
GET  /api/v1/revenue-os/self-improvement/demo

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8. اختبارات

tests/unit/test_autonomous_service_operator.py — 50 tests. tests/unit/test_revenue_company_os.py — 31 tests.

تغطية:

• Intent classification (8 intents).
• Bundle recommendation per persona.
• Tool planner blocks LinkedIn scrape/auto-DM.
• Approval cards ≤3 buttons.
• Sessions transition + audit.
• Modes (CEO / Client / Agency) with revenue share calc.
• Event → card with risk levels.
• Action Graph what-works.
• RWU aggregation + revenue total.
• Self-improvement recommendations.

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9. الفرق الشاسع عن المنافسين

المنافس	ماذا يملك	أين Dealix يتفوق
CRM	بيانات وفرص	يقول ماذا تفعل اليوم
WhatsApp tool	إرسال	يقرر هل ترسل، لمن، ولماذا، وبأي موافقة
Email assistant	يكتب رد	يحول الإيميل إلى pipeline + meeting + Proof
Agency	تنفيذ يدوي	نظام قابل للتكرار + Proof Pack
Generic AI agent	ينفذ prompts	عنده خدمات + سياسات + Proof + موافقات + تحسين ذاتي
HubSpot/Gong/Salesforce	منصات قوية	سعودي/عربي/SMB/Service-first/WhatsApp-aware

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10. الخلاصة

Dealix الآن فئة جديدة:

• 12 طبقة معمارية متكاملة.
• 905 اختبار ناجح.
• 47 endpoint جديد في هذه الجولة.
• Approval-first في كل قناة.
• Self-improving أسبوعياً.
• Revenue Work Units قابلة للقياس.
• Proof Ledger يُثبت العائد.
• 6 bundles + Service Excellence Score يحكم كل خدمة.

لا يبيع features. يبيع نتائج منظمة.