What technology stack does Montebelle use?

We are tool-agnostic. Common components include Python or Node.js for agent logic, OpenAI or Anthropic for LLM capabilities, and direct API integrations with your existing tools. We choose the best tools for your specific workflow.

Do Montebelle agents use GPT-4 or Claude?

We use whichever model fits the task best. Some workflows benefit from GPT-4, others from Claude, and some use smaller specialized models. Cost, accuracy, and speed requirements drive the choice, not brand loyalty.

Can agents integrate with my legacy systems?

Yes. If your system has an API, we can integrate directly. If not, we can work with databases, file exports, email parsing, or screen automation as fallbacks. Most "legacy" systems are more connectable than people expect.

Integrations & Agent Architecture

How It Works

Our agents don't follow scripts. They understand context, reason through problems, and take action, learning and improving with every interaction.

Understand Context

Agents process natural language, structured data, and real-time signals to understand your business.

Reason & Decide

Multi-step reasoning chains, not simple if/then rules. Agents think through problems like your best team member.

Act & Learn

Execute tasks, integrate with your tools, and improve based on outcomes.

Seamless integrations

Connects to Your Entire Stack

Our agents plug into your existing tools. CRMs, communication platforms, databases, and payment systems. They work within the infrastructure you already trust.

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Agent Architecture

Intelligent Autonomous Systems

Every agent is built on a modular architecture. Reasoning engine, knowledge base, integration layer, and memory, working together to handle complex tasks end-to-end.

Four layers
powering every agent.

Each component works in concert to deliver agents that don't just respond, they think, act, and improve over time.

Reasoning Engine

LLM-powered decision making

Knowledge Base

Your docs, processes, tribal knowledge

Integration Layer

APIs, webhooks, real-time data

Memory & Learning

Improves from every interaction

What Agents Can Do

From lead qualification to compliance monitoring, our agents handle the work that slows your team down, autonomously, accurately, and around the clock.

Lead Qualification

Scores inbound leads against your ICP, asks discovery questions, handles objections, and books qualified meetings. 24/7.

Ticket Resolution

Searches your knowledge base, provides step-by-step solutions, and escalates complex issues with full context attached.

Market Intelligence

Monitors competitors, tracks industry trends, and delivers daily intelligence briefings tailored to your strategic priorities.

Invoice Processing

Extracts data from invoices, validates against purchase orders, flags discrepancies, and routes approvals automatically.

Customer Onboarding

Guides new customers through setup, answers questions in real time, and ensures every step is completed without manual follow-up.

Compliance Monitoring

Continuously checks processes against regulatory requirements, flags violations, and generates audit-ready documentation.

See an agent in action

Tell Us About Your Workflow

Describe your process and we'll show you what's possible. Every agent is built around your exact needs, no generic demos.

Custom-Built Logic

Your Data Sources

Real-Time Integrations

Continuous Learning

Every Agent is Custom

No templates. No drag-and-drop. Real autonomous intelligence built for your exact workflow.

Agents That Adapt to Your Business

Every agent is trained on your data, your processes, and your edge cases. They don't guess. They learn how your business actually works and get better over time.

Enterprise-Grade Architecture

Built with security, reliability, and scalability from day one. Your agent runs on infrastructure that meets the standards your business demands.

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