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Production-ready AI copilot with strict guardrails
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LLM Integration

Embed Large Language Models into your software products, grounded in your business logic.

We integrate LLMs into production software for smart assistants, document summarization, entity extraction, and automated decision support with guardrails and cost controls.

Typical fits

SaaS products embedding intelligent AI copilots and automated features
Internal enterprise productivity and knowledge management platforms
Customer support teams seeking AI-driven response drafting

How we deliver

  1. 01

    Identify high-value operational use cases for LLM automation

  2. 02

    Evaluate models (Claude, GPT, open-source) against proprietary prompts & data

  3. 03

    Integrate robust API wrappers with structured JSON outputs and fallback mechanisms

  4. 04

    Implement caching, token optimization, and cost safeguards

  5. 05

    Monitor response quality, latency, and drift in live production environments

Stack

ClaudeOpenAILangChainPythonNode.js
See this in production: case studies

Need LLM Integration?

Contact Engineering Team
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