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Beyond chatbot wrappers — real LLM engineering.

We go beyond chatbot wrappers. We build production-grade LLM systems — custom knowledge bases, autonomous agents, document intelligence, and enterprise workflows that actually replace manual work.

  • LLM fine-tuning (GPT-4, Claude, Mistral, Llama)
  • RAG pipelines on your private data
  • Autonomous AI agents (LangChain, AutoGen)
  • Document parsing & extraction
  • Conversational interfaces
  • LLM evaluation & safety guardrails
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Knowledge Bases

Vector-indexed, RAG-powered knowledge systems trained on your documents, wikis, and data.

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AI Agents

Autonomous agents that browse, reason, and take actions — replacing repetitive knowledge work at scale.

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Document Intelligence

Contracts, invoices, reports — extract, classify, and summarize unstructured documents automatically.

The full LLM engineering stack.

From model selection to production monitoring — every component of a reliable AI system.

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LLM Selection & Fine-tuning

We select the right model for your task and fine-tune it on your domain data for maximum accuracy.

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RAG Architecture

Retrieval-augmented generation pipelines with chunking, embedding, and retrieval strategies tuned for your data.

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Vector Database Setup

Pinecone, Weaviate, or ChromaDB — configured, indexed, and optimized for sub-100ms retrieval.

Agent Orchestration

LangChain and AutoGen multi-agent systems that plan, use tools, and complete complex tasks autonomously.

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API Integration

FastAPI endpoints and webhooks that plug your LLM system into Slack, CRMs, ERPs, and internal tools.

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Monitoring & Cost Control

Token usage dashboards, latency tracking, hallucination detection, and automatic cost budgeting.

The LLM toolkit we deploy.

Best-in-class models, frameworks, and infrastructure for enterprise AI.

OpenAI GPT-4 Claude Mistral Llama LangChain LlamaIndex Pinecone Weaviate ChromaDB FastAPI Python AWS Bedrock

What our LLM systems deliver.

Measured across document processing, customer support, and knowledge management deployments.

10×
Productivity Gain
80%
Manual Work Automated
<2s
Response Latency
99%
Uptime

Ready to build AI into your business?

Show us a manual workflow — we'll show you how to automate it with an LLM system in weeks, not months.

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