MCP, VectorDB, and Bring-Your-Own-Model Support
With the latest update, GridStudio introduces full support for Model Control Protocol (MCP), remote VectorDB orchestration, and BYOM (Bring Your Own Model) capabilities — empowering enterprises to connect, manage, and automate AI like never before.
On August 20, 2025, we are proud to announce one of our most significant Product Updates yet. With this release, GridStudio introduces full support for the Model Control Protocol (MCP), remote VectorDB integration, and Bring-Your-Own-Model (BYOM) orchestration. Enterprises can now seamlessly connect their own AI infrastructure — from custom LLMs to proprietary vector databases — while orchestrating them directly through GridStudio’s advanced AI automation engine.
MCP Support: Full Control Over Models
With Model Control Protocol (MCP), enterprises gain fine-grained control over how AI models are managed, switched, and orchestrated within GridStudio:
- 🔄 Dynamically switch between hosted and private models at runtime
- ⚙️ Control inference parameters, rate limits, and context windows directly
- 📡 Deploy GridStudio flows across hybrid architectures — cloud, on-prem, and edge
- 📊 Collect model-level analytics for cost, performance, and quality insights
This capability gives businesses the flexibility to optimize both performance and cost without being locked into a single provider.
Custom VectorDB on Remote Servers
In this release, GridStudio now supports external, customer-managed vector databases, enabling complete data ownership and sovereignty while preserving full orchestration power:
- 🌐 Connect self-hosted VectorDBs like Pinecone, Weaviate, Milvus, Qdrant, or custom solutions
- 🔌 Securely integrate private databases running on remote on-prem or cloud servers
- ⚡ Execute real-time embeddings, semantic search, and hybrid RAG pipelines at scale
- 🛡️ Maintain full compliance with GDPR, KVKK, HIPAA, and UAE-specific regulations
This update is especially critical for enterprises in regulated industries where data residency and security compliance are non-negotiable.
Bring Your Own Model (BYOM)
GridStudio now allows enterprises to bring their own models, whether hosted privately or provided via Model-as-a-Service (MaaS). Supported configurations include:
- 🏢 On-Prem Models: Deploy custom fine-tuned LLMs securely behind firewalls
- ☁️ Model-as-a-Service: Connect hosted proprietary models from any cloud vendor
- 🔀 Combine BYOM with GridStudio’s native support for 150+ third-party AI models
- 📈 Dynamically route different workloads to the most optimized models per task
With BYOM, organizations can unify their proprietary IP and public AI models within a single orchestration layer, gaining the flexibility to build competitive, domain-specific AI solutions.
RAG + Custom Orchestration Power
GridStudio’s RAG (Retrieval-Augmented Generation) capabilities now become exponentially more powerful with MCP, BYOM, and remote VectorDB integration:
- 🔍 Enable hybrid RAG pipelines mixing public data sources with private embeddings
- 📚 Serve hyper-personalized answers using proprietary company knowledge bases
- ⚡ Reduce response latency by optimizing storage-to-inference pipelines
- 🧠 Achieve state-of-the-art retrieval accuracy with enterprise-trained embeddings
This makes GridStudio the most flexible AI orchestration platform for knowledge-heavy businesses like finance, healthcare, legal tech, and SaaS.
MonoChat Integration
With this update, MonoChat becomes even more intelligent and enterprise-ready:
- 💬 Route WhatsApp, Instagram, Messenger, Telegram, and WebChat conversations to private BYOM-powered agents
- 📸 Use customer-owned VectorDBs to deliver richer, context-aware responses instantly
- 🤖 Deploy specialized AI agents across BoldAI, ThriftyAI, Badge Clinic AI, and more — all backed by your own infrastructure
This empowers enterprises to control every layer of their conversational AI stack while leveraging GridStudio’s orchestration strength.
Strategic Advantage for Enterprises
By combining MCP, BYOM, and remote VectorDB orchestration, GridStudio gives enterprises an unprecedented competitive advantage:
- 🚀 Achieve complete infrastructure independence
- ⚡ Build RAG-powered enterprise copilots at massive scale
- 💸 Optimize costs by mixing self-hosted and managed AI resources
- 🛡️ Preserve full control of sensitive data while delivering better experiences
Availability
The MCP integration, BYOM support, and remote VectorDB orchestration are available today for all GridStudio customers. To learn how these capabilities can supercharge your AI strategy, visit gridstudio.ai or schedule a live demo with our team.