MCP / Claude Skills Integration
Are your CRM, ERP, or calendar operating in isolation from artificial intelligence? Directly connecting AI to your existing business systems is the crucial step to automate complex tasks and unleash your team's potential for high-value work.
What's included
- Discovery of the current system
- Integration architecture
- Custom MCP or Skill development
- Documentation + team training
Who it's for.
Client profile that gets the most value from this product
- 01Companies leveraging tools like HubSpot, Notion, or Google Workspace, seeking to embed AI directly for automating follow-ups, intelligent data categorization, or contextual report generation.
- 02B2B businesses burdened by intricate sales or service processes that demand intelligent automation, seamlessly linked to their operational systems to streamline workflows and scale efficiently.
- 03Growing small and medium-sized enterprises (SMBs) aiming to eliminate repetitive manual tasks, such as data entry or lead qualification, through bespoke AI agents designed for precision and speed.
- 04Technical teams requiring direct and secure connectivity between advanced language models like Claude or GPT and their internal databases for rapid queries, document analysis, or confidential content generation.
- 05Organizations needing AI to interact with legacy APIs that lack native integration with modern AI platforms, creating a smart, modern communication layer for improved efficiency and data flow.
How we do it.
Standard process for this category — adjusted to your case
- 01STEP
Diagnose flows where AI adds real value (not hype)
- 02STEP
Technical setup: APIs, models, memory, guardrails
- 03STEP
Training with your content (FAQ, knowledge base, voice)
- 04STEP
Sandbox testing before going live, with your approval
- 05STEP
Monitoring + continuous tuning in first 30 days
How we do it.
Fases específicas deste produto.
Strategic Discovery
We deep-dive into your processes and systems to uncover pain points, define clear objectives, and determine how AI can specifically address your operational challenges, establishing a precise scope focused on impact and agility.
Solution Design
We meticulously architect the integration, detailing how AI will communicate with your CRMs, ERPs, and other systems, prioritizing security, optimal performance, and flexibility to ensure future growth and adaptability.
Agile Development
We construct the custom Skill or MCP in rapid, iterative cycles, testing and validating each stage collaboratively with your team. This ensures the solution evolves to meet your exact expectations and real-world needs efficiently.
Implementation & Optimization
We deploy the AI into your production environment, monitor its performance closely, and make necessary adjustments to ensure a seamless integration that delivers immediate benefits and maximizes your return on investment.
The MCP/Custom Skills integration project is typically completed within 6 to 10 weeks, varying based on the complexity of your existing systems and the defined scope. The initial 2 weeks are dedicated to detailed Discovery and thorough Mapping. Solution Design and agile Development span weeks 3 through 8. The final 2 weeks focus on careful Implementation, rigorous testing, comprehensive team training, and post-launch refinements, ensuring a robust and well-integrated solution.
What you get.
Concrete deliverables at the end of the project
- System and Workflow Discovery: A comprehensive audit of your current systems, pinpointing integration opportunities, identifying bottlenecks, and ensuring AI intervention aligns perfectly with your specific business goals and operational needs.01
- Custom Integration Architecture: A detailed blueprint outlining precisely how AI will connect with your systems, featuring clear diagrams, defined scope boundaries, and robust security recommendations, all engineered for future scalability and performance.02
- Proprietary MCP or Custom Skill Development: The complete build and implementation of your tailored AI solution, whether a Mosaiko Control Plane (MCP) or a bespoke Skill, rigorously tested for flawless interaction with your unique data and processes.03
- Production Deployment and Validation: Launching your AI solution into a live environment, accompanied by continuous monitoring and fine-tuning to guarantee maximum efficiency and desired outcomes from day one, ensuring a smooth transition.04
- Technical Documentation and Training: Provision of a thorough technical guide for your in-house team, simplifying future maintenance and fostering self-sufficiency, along along with a practical workshop to empower them to maximize the new AI's capabilities and value.05
- Ongoing Optimization and Support: Post-deployment, we offer a dedicated period of continuous refinement to enhance AI performance, adapt to evolving business needs, and ensure sustained value delivery, keeping your AI solution cutting-edge.06
Typical use cases.
Situations where this solution makes sense
Smart CRM for B2B Software: A leading SaaS company using HubSpot needed an AI agent to automatically qualify leads, extract meeting insights, and schedule personalized follow-ups directly within their CRM. studiomosaiko built the custom Skill, saving the sales team 20 hours per week and significantly boosting conversion rates.
Automated Legal Support: A prominent law firm was overwhelmed by repetitive client inquiries. We developed an AI Skill connected to their legal database that efficiently answered common client questions and drafted preliminary documents, cutting response times by 40% and allowing lawyers to focus on complex cases.
Supply Chain Optimization: A mid-sized manufacturer with an outdated ERP system required more accurate inventory forecasts to reduce waste. We implemented an MCP that processed real-time sales data, intelligently suggested order optimizations, and integrated with key suppliers, decreasing losses from overstocking or shortages by 15%.
Market Data Analysis for Retail: A national retail chain sought deeper insights into consumer trends from disparate sales systems data. We created an AI Skill that analyzed this data and generated actionable reports for the marketing team, identifying new product opportunities and driving a measurable increase in sales.
E-commerce Content Generation: An online store needed to rapidly accelerate the creation of product descriptions for an expanding catalog. We linked AI to their product catalog system, which automatically generated SEO-optimized texts based on product features, speeding up new item launches by 3x and improving search rankings.
Interested?
Send us a message and we'll build the quote for your case.
Pairs well with
Solutions that amplify this one when combined
Frequently asked questions.
The most common doubts before hiring
What exactly are MCP and Custom Skills?
MCP (Mosaiko Control Plane) is studiomosaiko's AI orchestrator, an intelligent layer that securely and efficiently connects advanced language models like Claude or GPT to your internal business systems. A Custom Skill is a bespoke AI function we develop specifically to interact with your unique data and perform tailored tasks, automating a complex process within your operations, such as lead qualification or report generation, with precision.
Do I need an in-house IT team to utilize this service?
Not necessarily. studiomosaiko manages the entire process: architecture, development, deployment, and validation of the solution. Your team will primarily need to learn how to interact with the new, integrated AI, which we facilitate with comprehensive documentation and practical, targeted training sessions. This empowers your team to confidently manage and maintain the solution in their daily workflows.
Which types of systems can you integrate with AI?
We can integrate with the vast majority of systems that offer APIs (Application Programming Interfaces). This includes popular CRMs (like HubSpot, Salesforce, Pipedrive), ERPs (SAP, TOTVS), productivity tools (Notion, Google Workspace, Monday.com), marketing automation platforms (RD Station), and even legacy databases. We conduct a detailed initial discovery to map all potential connection points and define the optimal integration strategy.
Is the security of my data guaranteed during the integration process?
Absolutely, the security of your data is our highest priority. We implement industry-leading data protection practices, end-to-end encryption, stringent access controls, and adhere to global privacy standards like GDPR. The AI interacts with your systems securely, strictly following established protocols, without exposing sensitive information or compromising the integrity of your existing infrastructure.
How long does it take to get the AI fully operational within my systems?
The timeline for an MCP/Custom Skills integration project typically ranges from 6 to 10 weeks. This duration depends directly on the complexity of the systems being connected and the scope of the desired automations. Following our initial discovery phase, we provide a detailed project plan with specific timelines, clear milestones, and transparent communication to keep you informed every step of the way.
Can I start with a small automation and expand its capabilities later?
Yes, absolutely. Our working methodology is modular and designed for inherent scalability. It's perfectly viable, and often recommended, to begin with a specific AI Skill to address a particular pain point and achieve rapid, measurable results. With proven success, you can organically expand to new automations and integrations, leveraging the flexible architecture studiomosaiko builds.
What's the difference between this service and using a generic AI model?
The primary difference lies in context and specificity. Generic AI models do not 'know' your internal systems, your proprietary data, your specific terminology, or your unique business processes. A Custom Skill is developed and configured to deeply understand your business context, intelligently interact with your data, and execute complex, tailored tasks that a standard AI simply cannot perform, delivering significantly higher and more targeted value.
How do I determine if my company truly needs this AI integration?
If your team spends significant hours on repetitive data entry, searching for information across multiple disparate systems, or if you feel your current AI solutions (if any) are not extracting maximum value from your internal data, then MCP/Skills integration might be the ideal solution. It unlocks AI's full potential to optimize operations, reduce costs, and drive innovation within your business, enhancing efficiency and team satisfaction.