Lebanon Accounting SaaS

نطاق V1 لمساعد AI

الهدف:Make AI assistant direction, AI/non-AI plans, quotas, guardrails, and capture readiness clear before V1 delivery

النمط:Readiness-only planning surface

الربط:Connects product/subscription, audit/security, support/operations, company workspace, and future document capture direction

الحد:No backend changes, no Prisma change, no real AI orchestration, no provider integration, no real mutation behavior, and no risky accounting behavior

ملخص جاهزية مساعد AI

المجالالحالةالإشارة الحاليةالخطوة الآمنة التالية

V1 assistant directionreadiness-onlyAIProviderConfig, AIModelPolicy, AIJob, AIJobResult, and AIValidationLog already reserve review-first assistant foundationsDesign assistant review screens later without adding provider execution or autonomous accounting actions

AI vs non-AI plansreadiness-onlystarter is non-AI; growth-ai includes ai_assistant, mobile_intake, notifications, and admin/support foundationsKeep the assistant explainable as a paid AI entitlement without hiding core accounting behind AI

Quota readinessreadiness-onlySeeded quotas include ai_requests_per_day and mobile_upload_docs_per_day; AI jobs keep gating snapshotsExpose quota review later without enforcing quotas, billing overages, or provider metering here

Document/mobile capturereadiness-onlyFileAsset, DocumentInboxItem, OCRResult, ExtractionResult, and MobileUploadQuota keep capture metadata separateKeep capture review-first and blocked from direct posting, OCR execution, or document parsing in this wave

Accounting guardrailsblocked until evidence/integrationAI output remains suggestion/review state and cannot create journal truth or change source documents herePreserve explicit human review before any future document, posting, VAT, stock, or report effect

Audit/support handoffreadiness-onlyDomainEvent, OutboxEvent, audit/security, support/operations, and admin/support pages keep traceability visibleConnect AI review evidence to audit/support views before enabling execution workflows

مجالات AI المتصلة

اتجاه مساعد AI في V1

readiness-only

الهدف:Make AI assistant readiness visible as a review-first planning surface, not a live assistant

الأساس:AIProviderConfig, AIModelPolicy, AIJob, AIJobResult, and AIValidationLog

قرار V1:AI can help classify, explain, or draft suggestions only after clear review screens are approved

الحد:No real AI orchestration, provider calls, prompt runner, chat workflow, or autonomous accounting action

علاقة خطط AI وغير AI

readiness-only

غير AI:starter keeps core accounting, rules/currency, inventory, audit/events, and reporting foundations available

AI:growth-ai includes ai_assistant, mobile_intake, notification_foundation, RG placeholder, and admin_support_foundation

الاشتراك:/product-subscription-readiness explains package direction, quotas, billing gaps, and payment blockers

الحد:No subscription mutation, entitlement change, checkout, billing provider, payment, or quota purchase behavior

اتجاه الحصص والجاهزية

readiness-only

AI:ai_requests_per_day is seeded as plan direction; AIJob.gatingJson records gating snapshots

الموبايل:mobile_upload_docs_per_day and MobileUploadQuota keep upload limits visible for later review

الاحتفاظ:document_retention_hours, RetentionPolicy, and retention counters keep capture cleanup direction explicit

الحد:No quota enforcement, overage charging, provider metering, usage purchase, or automatic reset behavior

جاهزية التقاط المستندات والموبايل

readiness-only

الملفات:FileAsset stores metadata, storage references, uploader ownership, and delete-after direction only

الصندوق:DocumentInboxItem keeps uploaded documents separate before classification and handoff

OCR:OCRResult and ExtractionResult can point to AIJob without provider-coupled OCR behavior

الحد:No upload UI, OCR execution, document parsing, extraction acceptance, or direct document creation

حواجز المحاسبة

blocked until evidence/integration

الحقيقة:Journal truth remains in posted/reversed accounting records, not AI suggestions

المراجعة:AI results and validation logs are review state until a later approved workflow consumes them

الأحداث:AI jobs can connect to DomainEvent and OutboxEvent direction without running workers here

الحد:No invoice/voucher form, posting, journal, VAT, stock, report renderer, or download delivery change

تسليم التدقيق والدعم

readiness-only

التدقيق:/audit-security-readiness keeps audit logs, events, outbox, and access traces visible

الدعم:/support-operations-readiness keeps support, incident, monitoring, and operations gaps visible

الإدارة:/admin-support keeps AI oversight and grant-gated support direction visible

الحد:No support ticketing, incident automation, notification dispatch, impersonation, or event replay

روابط جاهزية متصلة

نواقص V1 المحجوبة

محادثة AI:Blocked until evidence/integration; no chat assistant UI, prompt runner, tool execution, conversation history, or provider-backed response exists here

تنفيذ المزود:No OpenAI, local model, OCR provider, embedding, vector store, webhook, or external provider integration

التقاط المستندات:No upload UI, mobile capture flow, OCR execution, parsing, extraction review queue, or document handoff

الحصص:No quota enforcement, metering, top-up, overage charge, reset, provider usage sync, or billing linkage

المحاسبة:No invoice/voucher creation, save, validation, approval, posting, journal, VAT, stock, report, or export behavior

الأحداث:No AI worker orchestration, outbox execution, event replay, notification dispatch, or autonomous remediation

الدعم:No support ticketing, assisted session execution, impersonation, support takeover, or tenant-boundary shortcut