Luxury concierge teams handling high-value requests across WhatsApp, forms, inbox, and phone handoffs.
Vertical service
Luxury concierge automation platform for real operations
We build and run concierge automation systems with governed approvals, persistent client memory, provider orchestration, and web/mobile operator surfaces that stay reliable under load.
System shape
WhatsApp / inbox / forms / phone] --> I[Intake normalization] I --> M[VIP memory graph] M --> R[Ranked provider matching] R --> H[Human approval] H --> D[Delivery + confirmation
web / iOS / Android] D --> F[Feedback loop] F --> M
Who this is for
Destination management operators coordinating villas, transfers, drivers, chefs, events, and partner vendors.
Founders and operations leads who need AI leverage without losing control, privacy discipline, or service quality.
First-principles foundation
Canonical state
memory graphOne profile per VIP with hard constraints, soft preferences, acceptance/rejection signals, and service history.
Governed control
human in commandApproval boundaries, role-based access, audit trails, and rollback paths for client-facing commitments.
Deterministic reliability
runbook firstFallback logic, queue visibility, SLA escalation, and incident playbooks that operators can execute under pressure.
Continuous learning
feedback loopEvery fulfilled request writes outcome signals back into ranking and service quality decisions.
Web + mobile surfaces
one backend policyOperator and client experiences across web, iOS, and Android without channel-specific business logic drift.
What we build in practice
Provider orchestration
ranked matchingStructured matching across properties, transport, hospitality, events, and support vendors with explicit fit logic.
Operator control room
realtime opsLive status board, SLA timers, escalation lanes, and incident command views for peak windows.
Execution connectors
bounded integrationsIntegrations to existing systems with explicit action boundaries and deterministic fallback behavior.
Operating model
Assess: map risk, owners, constraints, and reliability targets for one high-value workflow.
Build: ship one production lane with approvals, observability, and deterministic handoff notes.
Run: weekly cadence for reliability, provider quality signals, and controlled iteration.
Program ladder (core + add-ons)
Paid Assessment
$500 / 60 minArchitecture + ops review, reliability targets, and a decision-ready 30-day plan.
Workflow Buildcamp
$6,000 / 3 daysCore launch for one concierge workflow shipped end-to-end with practical constraints and operator ownership.
OpenClaw Quickstart
$2,500 / 5-7 daysCore add-on for secure control baseline with one bounded workflow path and verification checklist.
Hardening Sprint
$12,000 / 2 weeksCore add-on for reliability hardening, incident recovery, and safer execution boundaries.
Production Sprint
$25,000 / 4 weeksMulti-workflow delivery with stronger orchestration and operator controls.
Operator Retainer
$3,500/moWeekly execution ownership, incident response, and continuous service quality tuning.
Serie de investigación OS
Tesis
primeros principiosArquitectura
contratosConfiabilidad
modelo operativoMalla de proveedores
operación de dos ladosModelo de coordinación entre agente cliente y agente proveedor
Sala de control
tiempo realGobernanza
privacidad + auditoríaProductización
de entrega a productoRecorrido del flujo
de punta a puntaUn flujo completo desde intake hasta entrega con aprobaciones
Hoja de ruta 90 días
plan de implementaciónStart with one workflow, not a full platform gamble
We do not replace your concierge team. We build a governed operating layer that improves speed, consistency, and reliability while preserving white-glove quality.