We provide project-based architecture and system integration services for LLM integration into your enterprise and organization. We are the right choice when you need a custom-built AI solution that interacts with your proprietary databases, ERPs, or CRMs.

• Custom RAG Architecture: Building Retrieval-Augmented Generation pipelines that allow an LLM to "read" your company’s internal PDFs, wikis, and databases to provide accurate, grounded answers.

• Model Fine-Tuning: Taking a base model and training it on your specific domain language (e.g., specific legal terminology or proprietary engineering specs).

• Agentic Workflow Design: Moving beyond simple chat by building "AI Agents" that can actually do things—like an agent that monitors an inbox, extracts data from invoices, and automatically updates your ERP.

• API & Middleware Integration: Stitching the LLM into your existing software stack so that AI insights appear directly inside the tools your team already uses.

• Multi-Model Orchestration: Designing systems that can switch between models (e.g., using a cheap model like GPT-4o-mini for simple tasks and a "heavy" model like Claude 3.5 Sonnet for complex reasoning) to optimize performance.

Our MSP services focus on operational continuity and recurring value. They are ideal if you want to use existing LLM tools (like Microsoft Copilot) but need someone to manage the "messy" parts like security, permissions, and costs.

• AI Readiness & Governance: Creating acceptable use policies and performing "Data Sanitization" (ensuring the LLM doesn't accidentally surface sensitive HR or payroll data to the wrong employees).

• Managed Copilot/SaaS Support: Handling the tenant-level configuration for tools like Microsoft 365 Copilot, including license optimization and user onboarding.

• LLM FinOps (Cost Control): Monitoring API usage and token spend to prevent "bill shock" from unoptimized or runaway autonomous agents.

• Private/Local LLM Hosting: For highly regulated industries (Legal, Healthcare), MSPs can deploy and manage private instances of models (like Llama 3) on secure private clouds to ensure data never leaves your perimeter.

• Prompt Engineering as a Service: Providing a library of vetted, high-performing prompts tailored to your specific department workflows (Sales, Support, HR).