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 released through protected delivery after confirmed payment. Adaptation and full implementation are separate tiers below.
AI SYSTEMBLUEPRINT
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
HOW IT WORKS IN A BUSINESS
A normal day with this system
Boutique hotels, resorts and serviced villas with a lean team, where front desk, sales and service share the same people and requests arrive from messengers, OTAs and the website at once.
the Revenue Agent pulls overnight PMS and booking data, compares occupancy with plan and sends the GM a short brief listing what needs a decision.
a guest asks on WhatsApp about dates and a transfer: the Reservation Agent checks availability and rules, replies and logs the request in the PMS; a non-standard discount goes to a manager.
two days before arrival the AI Concierge offers approved extras; if the guest accepts, the Operations Agent turns it into a task for the team.
Without the system
Inquiries get lost between messengers and OTAs, upsells depend on who is on shift, and the GM pieces together the revenue picture by hand from several spreadsheets.
With the system
Routine guest requests are handled promptly by the same rules, upsells follow a set flow, and the GM starts each day with a clear view of revenue and operations.
What you provide
- Access to the PMS or booking engine, and the messengers and email guests use.
- Current rates, cancellation policies, the list of extras and what can be offered without approval.
- A named person on the hotel side who approves flows and handles escalations.
The first 30 days
- Week 1: audit of the guest journey and current software, data map and automation boundaries.
- Week 2: Reservation Agent and AI Concierge configured on real scenarios, escalation rules set.
- Weeks 3–4: PMS and reporting connected, morning brief launched, exceptions tested and refined.
What stays with people
Pricing and discounts outside the rules, compensation, complaints and conflicts, and every decision on money and staff stay with people.
AGENT DIRECTORY
What each AI agent 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 format. The purchased edition expands roles, core workflows, starter prompts, integration logic, governance, KPI/evaluation framework and the 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 adaptation and 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
Blueprint downloads right after payment. Implementation Pack starts with a brief after payment. Done For You: we agree the scope first, then you pay.
$299
Architecture, roles, workflows, prompts, integrations, governance 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
from $5,000
Design, configuration, integrations, testing, handover and optimization for the actual business. Final price is fixed after scope.
- ✓ 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
How purchase works, what the price includes and what it does not.
How do I order?
Add the Blueprint to your cart and pay by card, in roubles via YooKassa or in crypto. The file is available to download right after payment. Implementation Pack and Done for You start with a short brief — I will contact you within a day.
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?
The Blueprint is bilingual: every section in English and Russian in one file. The language of an Implementation Pack or Done for You is agreed during the brief.
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.