Top AI Product Development in Bhubaneswar.
Led by Nihar Ranjan Rout & Creuto. We turn foundational AI into revenue-generating software products — custom LLM apps, autonomous AI agents, enterprise RAG search engines, and intelligent SaaS systems with zero fluff.
AI Product Development Services in Bhubaneswar
From problem framing and data engineering to model evaluation, guardrail orchestration, and scalable cloud deployment.
Custom LLM Application Development
Domain-specific conversational systems, summarization pipelines, and intelligent automated workflows powered by OpenAI GPT-4o, Anthropic Claude 3.5, and Meta Llama 3 with prompt caching and deterministic controls.
- GPT-4o & Claude 3.5
- Llama 3 / Mistral
- Prompt Engineering
- Structured Outputs
- Cost Optimization
Autonomous AI Agents & Tool Calling
Multi-agent systems that autonomously plan, research, query internal databases, execute API calls, and resolve complex multi-step workflows without constant human micro-management.
- LangGraph
- CrewAI
- Function Calling
- Self-Reflection Loops
- Human-in-the-Loop
Enterprise Retrieval-Augmented Generation (RAG)
Grounded AI search engines that chat with your private knowledge bases (PDFs, Notion, SQL databases, Confluence, ERP). Hybrid keyword + vector semantic search with zero hallucination guarantee.
- Pinecone / Qdrant
- LlamaIndex
- Chunking & Reranking
- pgvector
- Citation Tracing
Model Fine-Tuning & Quantization
Custom weights adaptation using LoRA, QLoRA, and supervised fine-tuning (SFT) on your proprietary datasets. Run self-hosted, lightweight open-weight models on your own AWS/GCP servers with vLLM.
- LoRA / QLoRA
- vLLM Inference
- Ollama
- PyTorch
- HuggingFace Hub
AI MVP Development for Startups
Launch your AI SaaS product in 4 to 8 weeks. We provide end-to-end product architecture, UI/UX frontend in Next.js/React, token metering, Stripe billing, and scalable vector pipelines.
- FastAPI Backend
- Next.js Frontend
- Token Rate Limiting
- Stripe Subscriptions
- Analytics Dashboard
AI Security, Privacy & Guardrails
Hardened AI applications with automated PII masking, prompt injection defense, hallucination detectors, content moderation filters, and full compliance with enterprise security policies.
- NeMo Guardrails
- Llama Guard
- PII Anonymization
- Audit Trails
- SOC2 Alignment
Why Bhubaneswar Companies Partner with Nihar & Creuto
Bhubaneswar's tech corridor (Infocity, Patia, O-Hub, and STPI) is becoming a center of deep-tech innovation. We cut through the AI hype: instead of selling wrapper toys, we build robust software that integrates with your core database, automates real team hours, and delivers measurable ROI.
The Product-First AI Methodology
- ✓ No AI for AI's Sake: We run a feasibility assessment to determine whether an LLM, traditional ML, or deterministic heuristic algorithm is the fastest, cheapest solution.
- ✓ Zero Data Leakage / Full IP Ownership: Your internal knowledge bases and fine-tuned model artifacts remain your exclusive property.
- ✓ Cost & Token Architecture: Intelligent semantic caching and prompt distillation to prevent runaway API bills.
- ✓ Production SLA & Observability: Real-time latency tracking, token consumption logging, and LangSmith/Arize observability tracing.
Models, Frameworks & Vector Databases
Battle-tested AI tech stack chosen for enterprise latency, throughput, cost-efficiency, and resilience.
LLMs & Foundational
Agentic Frameworks
Vector DBs & Search
Inference & Cloud
Our 4-Step AI Product Engineering Playbook
How we take your AI concept from prompt experimentation to high-scale production reliability.
Feasibility Audit & PRD
We analyze your proprietary data, evaluate benchmark accuracy goals, calculate expected inference cost per user, and write a crystal-clear technical PRD.
Architecture & RAG Prototype
We construct the data ingestion pipeline, implement vector chunking strategies, set up eval benchmarks, and demo a working MVP prototype within 2 weeks.
Guardrails & Accuracy Tuning
We test edge cases, optimize prompts, implement semantic caching, add injection guardrails, and fine-tune models to reach 99%+ accuracy.
Production Deployment & Observability
We containerize your AI microservices, hook up token billing and latency observability, and deploy on resilient AWS/GCP/Cloudflare cloud architecture.
AI Product Solutions Tailored for High Impact
Practical AI tools that automate manual operations and unlock net-new revenue streams.
LegalTech & Contract Analysis
Autonomous clause extraction, multi-jurisdiction regulatory compliance checks, document redlining, and instant precedent cross-referencing.
Healthcare Clinical AI Copilots
Patient intake summarization, medical transcript parsing, diagnostic query assistance, and HIPAA-compliant doctor notes generation.
FinTech Intelligence & Risk AI
Automated balance sheet auditing, transaction anomaly detection, conversational SQL query engines, and predictive credit assessment.
Autonomous Customer Support Agents
Context-aware tier-1 & tier-2 support agents that read order history, resolve tickets, process refunds, and escalate gracefully to humans.
E-Commerce Semantic Search & Recs
Natural language search bars that understand intent ("red evening dress under 3000 for a winter party"), personalized cross-sell engines.
Industrial & Supply Chain Analytics
Predictive equipment maintenance, automated vendor invoice matching, inventory demand forecasting, and logistics routing intelligence.
Common Questions on AI Product Development
Learn how we protect data confidentiality, control API expenses, and bring AI products to life in Bhubaneswar.
How much does it cost to build a custom AI product or MVP in Bhubaneswar? +
How do you prevent hallucinations in generative AI systems? +
Is my proprietary company data safe from training public models? +
How fast can we launch an AI MVP? +
Can we meet in Bhubaneswar for an in-person AI discovery session? +
Book a Free AI Feasibility & Product Architecture Audit
Share what you want to automate or build. We evaluate technical feasibility, model selection, token economics, and provide a clear PRD roadmap within 24 hours.
Direct Founder Contact:
📧 Email: mail@niharrout.com
📍 Location: Infocity & Patia Tech Hub, Bhubaneswar, Odisha 751024