Crafting bespoke AI agents that do real work in production

At Inkhorn, we build production-grade AI agents, MCP integrations, and the evals and observability that make them dependable — from first prototype to scale.

Let's build together

Boutique AI Engineering for the Agent Era

Inkhorn is a Dubai-based boutique software development shop specializing in AI agents and LLM-powered systems. We architect multi-agent workflows, MCP integrations, and agentic retrieval over your data that transform how companies operate and compete.

Our mission is to take AI from demo to dependable: production agents backed by rigorous evals, observability, and cloud-native architectures that deliver measurable business value.

Custom software crafted for complex challenges

AI Agent Development

We build custom agents and multi-agent workflows using LangGraph and the Claude and OpenAI Agent SDKs — agents that plan, call tools, and complete real tasks.

Custom Software Engineering

We architect event-driven systems, microservices, and full-stack applications using modern frameworks like Next.js, FastAPI, and cloud-native infrastructure.

MCP Servers & Integrations

We connect AI to your stack with custom MCP servers, agentic retrieval over vector search, and secure tool gateways with auth and audit trails.

Evals, Observability & LLMOps

We make AI systems trustworthy with automated eval suites, LLM-as-judge testing, tracing with Langfuse and OpenTelemetry, and cost and latency optimization.

How we work with you

At Inkhorn, we become an extension of your team. Our process starts with deep technical discovery and requirements analysis. We then design the right agentic architecture for the job and build eval suites alongside every feature. Through iterative sprints, code reviews, and CI/CD, we deliver production-ready systems with comprehensive documentation, observability, and monitoring.

Why work with Inkhorn

We're a boutique team that treats every project as a partnership, not a transaction.

Deep technical expertise: We specialize in agentic systems, LLM applications, and cloud infrastructure across AWS, GCP, and containerized environments.

Production-grade quality: Most AI pilots never make it to production — ours do. We ship with automated evals, tracing, and monitoring, and maintain 99.9% uptime SLAs.

Modern tech stack: We work at the edge of the ecosystem — MCP, reasoning models, multi-agent orchestration — and build with observability and scalability from day one.

Ready to build production-grade AI agents and systems that scale?

Let's connect