Meta Integration & Autonomy Blueprint

Unified map across Ailysi OS + Abiworkers OS

Home

A. Unified Meta Integration Map

One Meta business (Ailysi OS) governs all brand assets; Abiworkers OS consumes worker-facing channels.

ChannelAilysi OSAbiworkers OSStatus
WhatsApp Cloud API
+971553300539 (pending WABA)+971561763854 (active)per-brand routing
Facebook Pages
publish + insights + messagingembedded feeds + readauthorized
Instagram Graph
reels, media, insights, commentsrecruitment posts, training reelsauthorized
Threads
publish (callback exists)embed feedpending connector
TikTok
user info + video listauthorized
LinkedIn
org + member socialauthorized
Discord
guilds + messagescommunityauthorized
Account Center / FB Login
employer/agency/partner identityworker phone-or-FB identityactive

Brand Asset Governance

Ailysi OS business owns the Meta Business Manager — WABA, Pages, IG accounts, apps, domains. The WhatsAppBusinessNumber registry routes outbound sends per brand field. Abiworkers OS reads brand assets for worker-facing channels (WhatsApp onboarding, embedded FB/IG/Threads feeds) but does not own the Meta business.

Webhook → Engine Flow

Every inbound Meta/authority event lands in a handler that fans out to engines.

WhatsApp inbound messagewhatsappEventHub
persona resolversession managerautonomy brain
WhatsApp delivery / readwhatsappEventHub
activity enginescore update
PCC authority statuspccAuthorityWebhook
pccDecisionServicecertificate vault
Job post updatedonJobPostUpdated
matchingnotification
Applicant placedonApplicantPlaced
deploymentcommissiongail welcome
Invoice createdonInvoiceCreated
e-invoicing transmissionretention archive
Lead createdonLeadCreated
scoringrouting
YouTube / Pinterest / Threads OAuthoauth2callback*
token storefleet readiness

B. Autonomous Engine Workflow Design

Tiered orchestrator loop: Strategic plans → Domain executes → Execution advances state. All events land in the event store and feed back.

masterOrchestratorStrategic enginesDomain enginesExecution enginesEvent storeWebhooks

The loop is closed: webhooks re-enter the orchestrator, so every external event triggers the next planning cycle.

Strategic

  • masterOrchestrator — top-level cycle driver
  • globalOrchestrator — cross-tenant coordination
  • aeonPredictiveEngine — forecast + preempt
  • crossTenantPredictiveExpansion — growth signals
  • evolutionaryBlueprintIntelligence — architecture evolution

Domain

  • workforceIntelligenceEngine — worker funnel analytics
  • employerIntegrityEngine — employer trust + compliance
  • partnerOSAutonomousRulesEngine — partner tiering + health
  • socialAutonomousAgentEngine — social posting + engagement
  • pccSelfHealingEngine — PCC pipeline recovery
  • autonomousFinancialDecisionEngine — billing + payout logic

Execution

  • workerOSLifecycleEngine — worker state machine
  • lifecycleTransitionEngine — entity state transitions
  • workflowAutoAdvanceEngine — workflow step advancement
  • autonomousWorkforceEngine — workforce action queue
  • workerPipelineAutoAdvance — pipeline progression

Entity State Machines

Each core entity has explicit lifecycle states driven by engines + events.

WorkerworkerOSLifecycleEngine + lifecycleTransitionEngine
ApplicantOnboardingActiveDeployedRenewalExit
EmployeremployerOnboardingAutomator + integrityEngine
pending_onboardingkyc_submittedkyc_verifiedagreement_signedpledge_signedactivated
PartnerpartnerTieringAutomation + partnerExceptionEngine
PendingApproved(tiered)Churned
PCC ApplicationpccDecisionService + pccSelfHealingEngine
draftreadysubmittedprocessingissued / rejected / expired
WhatsApp PersonawhatsappOsAutonomyBrain + activityEngine
beginnerintermediateadvanced (maturity evolves)

Automation Surfaces

Four trigger types power the autonomous loop.

Scheduled (cron/interval)daily/weekly cycles

autonomyBrain, regenerationEngine, complianceDeadlineMonitor

Entity-triggeredcreate/update/delete

onApplicantPlaced, onInvoiceCreated, onJobPostUpdated

Connector webhookMeta + authority events

whatsappEventHub, pccAuthorityWebhook

In-app agentconversation_started

copilot, gail, heera conversations

Governance & Self-Healing

Every autonomous action passes through Aeon gates and is observed.

Aeon Gate

aeonGovernanceGate + copilotWriteGuard enforce policy before any write. Blocked actions escalate to governanceInboxAggregator.

Self-Healing

orchestratorSelfHealingEngine detects failures; selfHealingAutoEnforcer + autoRepairEngine propose and apply remediation.

Observability

observabilityEngine + governanceSystemHealth emit PlatformMetric + AuditLog for every cycle.

Anomaly + Incident

anomalyAlertEngine + incidentPredictionEngine + aeonIncidentResponseManager handle drift before it cascades.

Open Gaps

Remaining work to fully realize this blueprint.

  • Wire WhatsApp send functions to read brand number from WhatsAppBusinessNumber registry (replace single global secret).
  • Register Ailysi number +971553300539 in Meta WABA → set AILYSI_WHATSAPP_PHONE_NUMBER_ID + AILYSI_WHATSAPP_BUSINESS_TOKEN.
  • Authorize Threads Graph publish connector (only OAuth callback exists today).
  • Build read-only FB/IG/Threads embedded-feed component for Abiworkers.com community pages.
  • Wire recruitment/training events → auto-publish to FB Pages + IG Graph API.
  • Add structured SuccessStory entity for the Abiworkers community module.