AI / ML Development

AI systems that ship to production, not just demos.

We build LLM-powered products, RAG pipelines, and agentic systems that solve real business problems — not proof-of-concepts that collect dust.

What We Build

Core AI/ML capabilities

LLM Integration

GPT-4, Claude, Gemini, Mistral — production-grade API integrations with fallback routing and cost controls.

RAG Pipelines

Retrieval-augmented generation over your proprietary data with vector DBs, chunking strategies, and eval frameworks.

Fine-Tuning

Domain-specific model fine-tuning on your data for higher accuracy and lower inference costs.

AI Safety & Evals

Automated evaluation pipelines, hallucination detection, and guardrails for production AI systems.

Agentic Systems

Multi-agent orchestration with LangChain, AutoGen, and custom tool-use frameworks for complex workflows.

MLOps & Monitoring

Model versioning, drift detection, A/B testing infrastructure, and real-time performance dashboards.

Case Studies

Real results from real deployments

Financial Services

FinTech Startup

RAGGPT-4PineconeFine-tuning

Challenge

Manual document review was costing 40+ analyst hours per week with high error rates on regulatory filings.

Solution

Built a RAG pipeline over 200k+ compliance documents using GPT-4 + Pinecone, with a custom fine-tuned classifier for regulatory intent detection.

94%
Reduction in review time
$2.1M
Annual cost savings
99.2%
Classification accuracy
Healthcare Technology

Healthcare SaaS

Claude 3NLPHIPAAOn-Prem Inference

Challenge

Clinical notes were unstructured, making it impossible to surface insights across patient populations at scale.

Solution

Deployed a HIPAA-compliant LLM pipeline using Claude 3 with custom entity extraction, structured output schemas, and on-prem inference for PHI data.

10x
Faster clinical reporting
3 wks
From POC to production
100%
HIPAA compliant
Retail Technology

E-Commerce Platform

EmbeddingsWeaviateRe-rankingA/B Testing

Challenge

Product discovery was broken — 60% of searches returned irrelevant results, driving high bounce rates.

Solution

Replaced keyword search with a semantic search layer using OpenAI embeddings + Weaviate, with a re-ranking model trained on click-through data.

38%
Increase in conversion
4.2x
Search relevance score
22%
Reduction in bounce rate
Client Testimonials

What Indian clients say

Cloudian.IO built our AI document intelligence system in under 4 weeks. The RAG pipeline they designed processes 50,000+ insurance claims daily with 97% accuracy — something our in-house team estimated would take 8 months.

Arjun Mehta
CTO, BajajTech Ventures
Mumbai, India
97%
Claim accuracy
4 wks
Delivery time
50k+
Daily claims processed

We needed an LLM system that understood Indian legal language and regional compliance nuances. Cloudian.IO fine-tuned a model on our corpus and the results were remarkable — our legal team now reviews 10x more contracts per day.

Priya Nair
VP Engineering, LexiCorp India
Bengaluru, India
10x
Contract review throughput
89%
Reduction in manual effort
₹2.4Cr
Annual savings

Their agentic AI system for our supply chain forecasting cut our demand prediction errors by 43%. The team understood our domain deeply and delivered production-ready code, not a prototype.

Vikram Sharma
Head of Technology, Reliance Logistics Unit
Delhi, India
43%
Forecast error reduction
3 wks
POC to production
99.1%
Pipeline uptime

Ready to ship your AI system?

From first prototype in 48 hours to production deployment — we move fast without cutting corners.

Book a Discovery Call