AI Is Rewriting the Rules of Software. Do You Follow?

Whether you build software or depend on it, AI makes development faster, applications smarter, and powerful tools more accessible than ever before.

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Tools & LangChain MCP Servers Skills Prompts Context Sub-agents
About Us

Making AI Work for You

AI has fundamentally changed how software is built. Development that once took months now takes days. But speed alone isn't enough — you need the right strategy to use AI and to make your products AI-ready.

With over 20 years of experience in productizing AI, Koding.AI helps you navigate this transformation. We don't just talk about AI — we help you implement it, from your development workflow to your end-user experience.

Koding.AI consultancy illustration
What We Do

AI Consultancy Services

We help two kinds of companies thrive in the age of AI.

For Software Companies

AI isn't just a feature to add — it's changing how software is built from the ground up. Companies that don't adopt AI in their development cycle will fall behind.

  • AI in your SDLC: Integrate coding agents like Claude Code, Qwen Code, and Open Code into your development workflow for dramatically faster delivery.
  • AI in your applications: Embed AI capabilities that improve your users' experience and make your software accessible to LLM agents.

For All Businesses

Software development has become significantly faster and more affordable. Custom tools that were once too costly are now within reach for every business.

  • AI-powered workflows: Automate repetitive tasks, improve decision-making, and unlock productivity gains across your organization.
  • Custom AI tools: Get purpose-built AI solutions at a fraction of what they would have cost just two years ago.
Our Expertise

What We Help You Build & Integrate

From AI agents to production-ready integrations, we cover the full stack of modern AI engineering.

Tools & LangChain

Connect your LLM to external processes, APIs, and data sources using tool integrations. Let AI agents take actions, retrieve information, and produce real-world results.

LangChain Function Calling Tool Use

MCP Servers

Expose your application so it can be consumed by LLM agents via the Model Context Protocol. Make your software a first-class citizen in the AI ecosystem.

MCP API Design Interoperability

Skills & Knowledge

Create on-demand skill modules that enrich LLMs with domain-specific knowledge, loaded exactly when needed to keep context focused and effective.

Skills RAG Domain Knowledge

Prompt Engineering

Craft effective prompts for AI agents — from task instructions that get results, to system prompts that enforce best practices and quality output.

System Prompts Best Practices Output Quality

Context Configuration

Set up CLAUDE.md, AGENTS.md, and other context files that guide AI agents to understand your codebase, conventions, and project-specific requirements.

CLAUDE.md AGENTS.md Context Engineering

Sub-agents & Hooks

Design multi-agent architectures with sub-agents that handle specialized tasks, and hooks that trigger automated workflows at the right moment.

Multi-Agent Orchestration Automation
Security First

Private LLM Setups

Security is not an afterthought. For organizations that require full control over their data and AI infrastructure, we offer consultancy on deploying private LLM environments.

  • On-premise or private cloud LLM deployment
  • Data sovereignty and compliance
  • Secure API gateway and access control
  • Air-gapped and isolated environments

Ready to Embrace AI?

Whether you need to accelerate your development, integrate AI into your product, or unlock new workflows — we're here to help.

Contact Us