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Anurional AI

Services

AI. Built Right. From the Ground Up.

We don't just use AI — we build it. Custom models, LLM pipelines, NLP systems, AI agents, and the web experiences around them.

🧠

LLM Development

LLM Development

We design and fine-tune large language models for your specific domain — from customer support copilots to document reasoning engines.

You bring the data and goals; we handle architecture, training, and a production-ready LLM endpoint.

Deliverables

  • Custom LLM architecture and configuration
  • Fine-tuned model weights and artifacts
  • Inference API and serving endpoints
  • Evaluation benchmarks and reports

Tools

PyTorch, HuggingFace Transformers, LangChain, LlamaIndex, OpenAI API, Ollama.

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Model Training & Fine-Tuning

Model Training & Fine-Tuning

We run the full training loop for you — data prep, experiments, fine-tuning, and evaluation.

Parameter-efficient methods like LoRA/QLoRA keep compute costs sane while still hitting the accuracy you need.

Deliverables

  • Trained model checkpoints
  • Training scripts and configuration files
  • Evaluation metrics and dashboards
  • Dataset documentation and versioning

Tools

PyTorch, TensorFlow, HuggingFace Trainer, Weights & Biases, LoRA/QLoRA, Axolotl.

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NLP Solutions

NLP Solutions

We turn messy language data — tickets, chats, documents — into structured insight with NLP and LLM pipelines.

Classification, sentiment, extraction, and summarisation are all tailored to your domain and deployed behind simple APIs.

Deliverables

  • End-to-end NLP pipelines
  • REST or gRPC APIs for integration
  • Annotated datasets and labeling guidelines
  • Model and evaluation reports

Tools

spaCy, HuggingFace, NLTK, Transformers, FastAPI, LangChain.

🤖

AI Agents & Automation

AI Agents & Automation

We build autonomous AI agents that plan, reason, and execute tasks across your tools.

Guardrails, permissions, and monitoring are baked in so they stay reliable in production.

Deliverables

  • Agent architecture and orchestration flows
  • Tool and API integrations
  • Automated workflows and playbooks
  • Monitoring and audit dashboards

Tools

LangChain, LangGraph, AutoGen, CrewAI, n8n, Zapier, Python.

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AI Integration & RAG Pipelines

AI Integration & RAG Pipelines

Already have a product? We plug in RAG pipelines, smart search, and LLM APIs without a full rebuild.

Your app stays grounded in your data, with performance and costs tracked so you can scale safely.

Deliverables

  • Production-ready RAG pipelines
  • Vector database setup and indexing
  • Embedding models and APIs
  • Integrated application endpoints

Tools

Pinecone, Weaviate, Chroma, pgvector, OpenAI, Cohere, LangChain.

💻

Web Development

Web Development

We design and ship the web dashboards and interfaces that sit on top of your AI systems.

Modern, fast, and accessible — built to evolve as your product grows.

Deliverables

  • Full-stack web applications
  • Admin panels and internal tools
  • Analytics and monitoring dashboards
  • Robust API layers

Tools

Next.js, React, Node.js, FastAPI, PostgreSQL, MongoDB.

🎨

UI/UX Design

UI/UX Design

AI products fail when users can't understand them. We design interfaces that translate complex AI outputs into clear, intuitive experiences — with thoughtful information architecture, clean visual design, and user testing baked in.

We collaborate closely with your stakeholders to align on journeys, states, and edge cases. The result: products that feel powerful without overwhelming people.

Our design systems are built to scale — reusable components, clear tokens, and documentation that makes handoff smooth.

Deliverables

  • Wireframes and user flows
  • High-fidelity Figma prototypes
  • Design systems and component libraries
  • Handoff specs and documentation

Tools

Figma, FigJam, Framer, user testing frameworks.

☁️

Deployment & MLOps

Deployment & MLOps

We productionise your models — serving, monitoring, and CI/CD included.

You get clear dashboards and playbooks so your own team can run AI systems with confidence.

Deliverables

  • Dockerized model servers
  • CI/CD pipelines for models and apps
  • Monitoring and alerting dashboards
  • Scaling and rollout configuration

Tools

Docker, Kubernetes, AWS/GCP/Azure, MLflow, BentoML, FastAPI, Prometheus, Grafana.

Technologies We Use

Modern, proven tools across AI, infrastructure, and product engineering.

PythonPyTorchTensorFlowHuggingFaceLangChainOpenAINext.jsReactNode.jsFastAPIPostgreSQLMongoDBPineconeDockerAWSVercelFigma
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