N Nearlight Tech
Services

What we build.

We focus on a small set of services we can deliver with rigor. Every engagement is scoped around clear outcomes and a realistic plan.

01 / SERVICE

AI Application Development

End-to-end development of AI-powered applications — from model selection and prompt engineering to production deployment.

  • Custom chatbots, assistants, and copilots for specific business domains
  • Content generation and editing platforms built on frontier LLMs
  • Retrieval-augmented generation (RAG) pipelines over private data
  • Production-grade evaluation, observability, and cost controls
02 / SERVICE

LLM Integration

Bringing large language models into existing software systems without disrupting the workflows that already work.

  • API integration with Anthropic Claude, OpenAI, and Google Vertex AI
  • Model routing, caching, and fallback strategies for reliability
  • Structured output, tool use, and agent orchestration
  • Compliance-minded deployment for regulated environments
03 / SERVICE

Developer Productivity Tools

Internal tools and platforms that help engineering teams move faster without fighting their tooling.

  • AI-assisted code review, refactoring, and documentation tools
  • Automated testing and quality assurance workflows
  • CI/CD enhancements powered by language models
  • Custom IDE and CLI integrations for specialized workflows
04 / SERVICE

Intelligent Data Processing

Turning unstructured text, documents, and logs into structured data your systems can actually use.

  • Document extraction, summarization, and classification at scale
  • Log analysis and anomaly detection for operational insights
  • Knowledge base construction from internal documents
  • Cost-efficient batch pipelines with careful model selection