AI, Agentic & Data Engineering

Build AI systems that move from prompt to production.

Hithika builds production AI capabilities across prompt engineering, RAG, LLM applications, AI agents, agentic workflows, machine learning, data engineering and MLOps.

Core AI Capabilities

Engineering the complete AI application.

Agentic Development

Design agents that reason over context, select tools, execute multi-step workflows and complete business tasks within defined controls.

RAG Engineering

Build retrieval-augmented generation systems with document ingestion, chunking, embeddings, vector search, reranking, grounding and evaluation.

Prompt Engineering

Engineer system prompts, tool instructions, structured outputs, prompt templates and reusable patterns for consistent production behavior.

LLM Application Engineering

Connect models to APIs, databases, enterprise systems and product experiences with security, observability and production controls.

AI Evaluation

Measure response quality, groundedness, safety, latency, token cost and regression performance against real product scenarios.

AI Platform & MLOps

Build data pipelines, model deployment, monitoring, evaluation, observability and operational foundations for AI at scale.

From business problem to AI system

AI capability with engineering ownership.

AI initiatives succeed when the model is only one part of the system. Hithika connects product requirements, data, retrieval, prompts, agents, APIs, security, evaluation and infrastructure into one production engineering capability.

That means the AI feature is designed to work inside the product—not as a disconnected experiment.

Technology Stack

Build with the AI stack your product requires.

PythonFastAPIPyTorchOpenAILLM ApplicationsPrompt EngineeringRAGVector SearchLangChainLangGraphAI AgentsKafkaRedisMongoDBPostgreSQLAWSAzureKubernetesTerraformMLOps
AI & Agentic Engineering

Turn AI capability into a business capability.

Bring us the workflow, product opportunity or AI bottleneck. We will build the engineering capability around it.

Schedule an AI Capacity Audit →
Free diagnostics

Resources for Scaling Engineering Teams

Practical diagnostic guides for founders, CEOs and CTOs scaling between 10 and 150 employees.

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The Hidden Cost Iceberg

Most companies discover their fully-loaded cost of a hire is 1.5–2× the base salary… only after they’ve already hired too many.

The Fully-Loaded Cost of a Hire: Get the free diagnostic that reveals the hidden 1.5–2× multiplier and the biggest leaks draining your runway.

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Decision Bottlenecks & Strategic Drift

If you asked 10 people across your company what the top 3 priorities are this quarter… how many different answers would you get?

The Priority Alignment Test: Get the free diagnostic that exposes strategic drift in your company — and the simple system to fix it fast.

Trusted Integral Partner

Ready to add capability — or still mapping the gap?

Book a consultation when you know what you need, or start with a free diagnostic.

Book a consultation