brainyyack : ai automation solutions

Est. 2006

Custom & LLM Integrations

Connecting an LLM to your business is easy. Connecting it properly securely, context-aware, and tailored to your internal workflows is where most businesses struggle. That’s the gap we fill. Our team specializes in building custom integrations between your existing systems and the latest LLM technologies including ChatGPT, Llama, Gemini, Mistral, and proprietary models. Whether you need an AI layer on top of your CRM, automated document processing, knowledge retrieval, or end-to-end workflow automation, we design solutions that fit your ecosystem, not the other way around.

LLM Models ChatGPT

What Sets Us Apart

We translate your real business needs into reliable, scalable AI systems backed by a team who supports you long after launch.

We translate your real business needs into reliable, scalable AI systems—backed by a team who supports you long after launch.

What We Deliver

  • Custom API integrations with LLMs and agent frameworks

  • Automated workflows connecting your internal apps, databases, and tools

  • Retrieval-augmented systems (RAG) for private company knowledge

  • Secure model routing, guardrails, and performance optimization

  • LLM personalization using your organization’s data without compromising privacy

  • Human-in-the-loop pipelines for accuracy and safety

  • Ongoing support, refinement, and technical scalability planning

Why Custom LLM Integrations

Turn Your Data & Tools into Intelligent Systems

 Off‑the‑shelf chatbots rarely fit complex workflows. With custom LLM integrations, you can securely connect models to your business data and applications unlocking search, assistance, and automation that feels native to your organization. Brainyyack helps you move beyond demos to production‑ready AI that drives measurable value.

Our LLM Integration Services

End‑to‑End LLM & AI Integration Services

Architecture & Solution Design – Use‑case discovery, model selection (OpenAI, Anthropic, Azure OpenAI, Google, open‑source), and technical roadmaps

RAG & Knowledge Retrieval – Document ingestion, chunking/embeddings, vector databases (Pinecone, pgvector, Milvus), and relevance tuning

Agents & Orchestration – Multi‑tool agents, function calling, workflow runtimes (LangChain, LlamaIndex, OpenAI Tools, semantic kernels)

System Integrations – CRMs, ERPs, data warehouses, search, and SaaS (Salesforce, HubSpot, Microsoft 365, Google Workspace, Slack, ServiceNow, SharePoint)

Guardrails & Observability – Prompt safety, PII redaction, evals, tele

Case Studies / Proof

LLM Integrations in Action

Financial Services Advisor Copilot.   RAG + tool‑use with CRM and policy docs; improved first‑contact resolution by 28%

Healthcare Knowledge Assistant HIPAA‑aligned retrieval on provider guidelines; reduced time‑to‑answer by 45%

Public Services Digital Assistant  Multilingual, accessibility‑first AI portal; decreased call center load by 22%

Why Businesses Choose Us for LLM Integration

Integrations for your workflow

Integrating AI into your tech stack isn’t a plug-and-play job. Every organization has different data sources, workflows, security requirements, and legacy tools. Our team steps in to translate all of that complexity into a single, seamless ecosystem powered by AI.

Ready to integrate AI into your business the right way?

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Book a strategy call with our team and discover how AI can streamline your operations, enhance customer experience, and scale your systems.

FAQs

Custom & LLM Integrations
What systems can you integrate LLMs with?

We work with virtually any modern platform, including CRMs, ERPs, CMS systems, databases, internal tools, and cloud services. Whether you’re using HubSpot, Salesforce, WordPress, Notion, SharePoint, custom software, or proprietary systems, we can build secure, scalable integrations tailored to your workflow.

Security is baked into every step. We implement role-based permissions, encrypted data flows, secure API calls, governance frameworks, and strict data isolation. We also align your integrations with regulatory requirements such as GDPR, PIPEDA, CCPA, SOC2, and HIPAA (where applicable).

Not always. Many integrations work using your existing documents, databases, or internal systems through retrieval-based AI (RAG) rather than fine-tuning. If custom training is required, we guide you through the entire data preparation and governance process.

Absolutely. We are model-agnostic. We work with OpenAI, Gemini, Llama, Claude, Mistral, and custom/self-hosted models. We can route requests to different models based on task type, cost, or performance requirements.

Most projects take 4–8 weeks, depending on complexity. Smaller automations or integrations can be completed sooner, while larger enterprise systems involving multiple data sources or workflows may take over a year. We provide a clear timeline during the discovery phase.

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