01Market Intelligence
Analyzes market signals, demand, competitors and opportunities and turns them into structured recommendations.
ModeRules + escalation
Hospitality · READY-TO-IMPLEMENT AI BLUEPRINT
AI Hotel Revenue Operating System
Connect acquisition, reservations, guest service, operations, revenue and management reporting into one coordinated AI operating layer.
✓ More direct-booking opportunities✓ Faster guest response✓ Structured upsell and retention✓ Clearer revenue and operations visibility
Blueprint is a digital product. Custom implementation and configuration are quoted separately.
AI SYSTEMREADY
12
specialized AI agents
4operating lanes
10+integrations
8deliverables
3purchase options
ARCHITECTURE
How the system works as one operating layer
Not a collection of disconnected bots: one orchestrator, specialist roles, shared context, integrations and explicit human-control points.
Owner / Executive
AI OrchestratorCoordinates agents, data, approvals and actions
Guest Acquisition
Market Intelligence
Content Engine
Advertising Agent
Guest Journey
Reservation Agent
AI Concierge
CRM & Retention
Operations
Operations Agent
Staff Assistant
Inventory & Supplies
Revenue
Revenue Agent
Reputation Agent
Financial Insights
Shared business brainContext, rules, SOPs, data and action history
Human approvalA human stays in control of material decisions
IntegrationsOpenAIWhatsAppInstagramTelegramGmailGoogle SheetsZapierMakePMS / Booking EngineStripe
AGENT DIRECTORY
What each of the 12 AI agents is responsible for
Roles are bounded by rules, data sources and authority. Material decisions, exceptions and higher-risk actions stay inside human approval.
01
Guest Acquisition
02Content Engine
Creates and adapts business content from approved facts, offers, brand rules and channel requirements.
ModeRules + escalation
03Advertising Agent
Prepares campaign logic, audiences, creative briefs and optimization signals while keeping spend changes inside approval rules.
ModeRules + escalation
02
Guest Journey
04Reservation Agent
Handles availability-related inquiries, gathers required details, applies booking rules and escalates exceptions.
ModeRules + escalation
05AI Concierge
Answers contextual guest or client questions and suggests approved services, upgrades and next actions.
ModeRules + escalation
06CRM & Retention
Maintains lifecycle follow-up, segmentation and next-touch logic using approved CRM data and communication rules.
ModeRules + escalation
03
Operations
07Operations Agent
Routes work, checks operating rules, tracks status and keeps routine execution visible to managers.
ModeRules + escalation
08Staff Assistant
Supports staff with procedures, schedules, recurring questions and structured internal communication.
ModeRules + escalation
09Inventory & Supplies
Tracks stock or purchasing signals, highlights exceptions and prepares replenishment or procurement actions for approval.
ModeRules + escalation
04
Revenue
10Revenue Agent
Combines commercial and operating data to surface revenue, margin, pricing and profitability opportunities.
ModeRules + escalation
11Reputation Agent
Monitors feedback and review themes, drafts compliant replies and escalates reputational risks.
ModeRules + escalation
12Financial Insights
Structures financial signals, exceptions and controls for management review without autonomously approving material transactions.
ModeRules + escalation
WHAT YOU GET
A build-ready package for your team or developer
Each Blueprint describes roles, connections, workflows, integrations, governance and implementation sequence.
01
Architecture diagram
02
Agent specifications
03
27 core workflow patterns
04
Prompt library
05
Integration map
06
Executive dashboard specification
07
Implementation roadmap
08
KPI framework
BLUEPRINT PREVIEW
See the structure before you buy
The sample below shows the page format. The full version expands the roles, workflows, prompts, integration logic, governance and roadmap for this system.
DENIS MIRONOV · AI SYSTEMS01
System Architecture
Orchestrator → specialist lanes → shared data → human approval.
DENIS MIRONOV · AI SYSTEMS02
Agent Map
- Market Intelligence
- Content Engine
- Advertising Agent
- Reservation Agent
12 roles in the base architecture.
DENIS MIRONOV · AI SYSTEMS03
Workflow Logic
Trigger→AI→Check→Action
Each core workflow defines trigger, context, action, approval and fallback.
DENIS MIRONOV · AI SYSTEMS04
Integrations
Designed to connect with the existing stack where practical.
DENIS MIRONOV · AI SYSTEMS05
Governance & Safety
- Human approval for material actions
- Role-based access
- Logging and escalation
DENIS MIRONOV · AI SYSTEMS06
Launch Roadmap
0102030405
Audit current guest journey and software → Map data, approvals and automation boundaries → Configure agent roles and workflows
IMPLEMENTATION
From blueprint to operating system
Implement it yourself, hand it to your team, or commission a full build.
Audit current guest journey and software
Map data, approvals and automation boundaries
Configure agent roles and workflows
Connect tools and test exception handling
Launch, measure and optimize
CHOOSE YOUR OPTION
One architecture, three ways to use it
Start with the Blueprint, step up to the implementation pack, or commission a full build.
$299
Architecture, roles, workflows, prompts, integrations and roadmap.
- ✓ Architecture diagram
- ✓ Agent specifications
- ✓ 27 core workflow patterns
- ✓ Prompt library
- ✓ Integration map
$1500
Blueprint plus business-specific adaptation, setup logic and launch support.
- ✓ Architecture customization
- ✓ Workflow configuration
- ✓ Integration plan
- ✓ Technical handoff
- ✓ Launch checklist
Custom quote
Design, configuration, integrations, testing, handover and optimization for your actual business.
- ✓ Custom implementation
- ✓ Tool integrations
- ✓ Testing
- ✓ Team training
- ✓ Post-launch support
Important: benefits on this page describe intended optimization targets, not guaranteed financial outcomes. Actual results depend on starting conditions, execution, traffic, implementation quality and connected tools.
FAQ
Before you buy
Do I need to replace my current software?
No. The blueprint is designed to sit above or connect to your existing CRM, booking, finance and communication tools where practical.
Is the blueprint the same as full implementation?
No. The blueprint is the architecture, workflows, prompts, integration map and implementation plan. Implementation is a separate service.
Can it be customized?
Yes. Every system can be adapted to the business model, team, software stack, approval rules and data restrictions.
PURCHASE & DELIVERY
What to know before ordering
Clear terms without pretending an automated delivery flow exists before it is connected.
How do I order today?
Use the order button on the system page. It opens WhatsApp with the product name pre-filled. Until a dedicated automated checkout is connected, payment and file-delivery instructions are confirmed directly before purchase.
What is included in the Blueprint price?
The digital architecture for the selected system and the materials listed on its page. Customization, tool setup, APIs, third-party subscriptions and hands-on implementation are not included unless explicitly stated in the proposal.
Are OpenAI, CRM, Make, Zapier or other subscriptions included?
No. Third-party software, API, CRM, messaging, payment and infrastructure charges are paid separately by the client according to the relevant providers’ pricing.
Which language will I receive?
Russian and English are supported. The delivery language is confirmed before payment. A bilingual set can be agreed for a custom Implementation Pack.
Does the system guarantee revenue growth?
No. A Blueprint describes architecture and automation processes. Commercial or operating results depend on the starting situation, data, team, traffic, software and quality of implementation.