Research-Led AI & Intelligent Systems

Research-Led AI.
Built to Last.
Deployed to Win.

BlueBuck Research bridges rigorous AI/ML research with real-world product engineering — helping enterprises build intelligent systems that compound value over time.

NASSCOM
CLUTCH
G2 LEADER
ISO 27001
DPIIT
180+
Projects Delivered
75+
Global Clients
40+
Research Engineers
94%
Client Retention
Our Core Capabilities

From foundational AI research to production deployment — we cover every layer of intelligent system development.

Applied AI & LLM Systems

Custom LLM pipelines, fine-tuning, RAG architectures, and autonomous AI agents.

  • LLM Fine-tuning
  • RAG & Knowledge-Grounded AI
  • AI Agent Orchestration
  • Multimodal AI (Vision + Text)
  • AI Copilot Development

Data Science & Research

Statistical modelling, predictive analytics, and custom ML research.

  • Predictive & Prescriptive Analytics
  • Custom Model Research
  • Time-Series & Anomaly Detection
  • NLP & Document Intelligence
  • Causal Inference

Product Engineering

Full-stack product development from concept to launch — AI integration built in.

  • AI-Integrated Web & Mobile Apps
  • API-First Backend Systems
  • Real-Time Data Platforms
  • Legacy Modernization
  • QA Automation

Cloud & MLOps

Production-grade ML infrastructure, automated retraining, cloud-native deployments.

  • MLOps Pipeline Design & CI/CD
  • Vector Databases & Embeddings
  • Model Monitoring & Drift Detection
  • AWS/Azure/GCP Architecture
  • Cost Optimisation & FinOps
Trusted by forward-thinking companies
HDFC Bank
Apollo Hospitals
ICICI Lombard
Tata Steel
Reliance Retail
IndiGo
CRISIL
L&T Infotech
HDFC Bank
Apollo Hospitals
ICICI Lombard
Tata Steel
Reliance Retail
IndiGo
CRISIL
L&T Infotech
Solutions Built on Research

Innovative Solutions to Drive Your Business Forward

Deploy an AI Research Agent

Autonomous agents that can research topics, summarize documents, and execute specific multi-step workflows.

Build a Production RAG System

Enterprise-grade Retrieval Augmented Generation pipelines that root LLM answers in your secure, proprietary data.

Launch an AI Copilot

Context-aware AI assistants embedded directly into your software products to augment user productivity.

Fine-Tune an LLM on Your Data

Custom model alignment to ensure the AI perfectly understands your domain terminology and brand voice.

Build a Predictive Analytics Engine

Turn passive historical data into active, high-accuracy predictions to optimize inventory and pricing.

Prototype & Validate in 4 Weeks

Rapid scoping, architecture, and deployment of a working AI proof-of-concept before full-scale investment.

Our Work

We Build Products That Work!

AI systems and digital products that solve real business problems — measurably.

AI Credit Risk Engine

70% Faster Decisioning · 23% NPA Reduction

A custom machine learning model integrated into core banking systems to predict default probability with high accuracy.

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AI Credit Risk Engine

Clinical NLP Platform

80% Manual Review Reduction · 3X Diagnosis Support

An intelligent document processing system that extracts critical patient history from unstructured clinical notes.

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Clinical NLP Platform

Insurance Claims AI Agent

60% Touchless Claims · 40% Faster Settlement

An autonomous agent that handles first-notice-of-loss, validates damage via computer vision, and routes complex claims.

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Insurance Claims AI Agent

Supply Chain Forecasting

35% Inventory Cost Reduction · 94% Forecast Accuracy

Time-series forecasting models using deep learning to predict demand patterns across 10,000+ SKUs globally.

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Supply Chain Forecasting

EdTech AI Tutor

40% Score Improvement · 2X Student Engagement

A personalized conversational tutor that adapts to student learning paces and explains concepts interactively.

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EdTech AI Tutor

Retail Recommendation Engine

28% AOV Increase · 3.2X CTR Improvement

A real-time recommendation system handling millions of user interactions to serve hyper-personalized product suggestions.

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Retail Recommendation Engine
Industries We Serve

Sector-Specific Intelligence,Proven Results

Banking & Finance

Fraud Det.Credit ScoreAlgo TradingRiskKYC

Healthcare

Clinical NLPDrug Discov.Med ImagingTriageEHR

Manufacturing

Pred. Maint.Supply ChainQuality Cont.Digital TwinYield

Insurance

Auto-ClaimsUnderwritingTelematicsFraudPricing

Fintech

Robo-AdvisorP2P LendingSpend AnalyticsCryptoRegTech

Retail & E-Commerce

Rec. EngineDemand Forec.Dynamic PriceVisual SearchChurn

Education & EdTech

AI TutorAdaptive LearnAuto-GradeRetentionKnowledge Graph

Energy & Utilities

Smart GridLoad Forec.RenewablesOutage Pred.Carbon Tracking
Engagement Models

How We Deliver Value

Build Your Expert AI Research Team

We embed dedicated AI/ML engineers and researchers into your workflows, giving you instant capacity without the 6-month hiring delay.

AI Strategy & Research Consulting

Rigorous feasibility studies, architecture design, and roadmapping before you write a single line of production code.

Long-Term Research Partnership

Continuous model monitoring, retraining, and R&D iterations to ensure your AI systems compound in value over time.

Ready to Build AI that Actually Works in Production?

Our Impact

Driving Research.
Delivering Impact.

We measure our success not by the complexity of the models we build, but by the tangible business value they create. Our team has engineered intelligent systems for industries ranging from healthcare to finance.

Every deployment is backed by rigorous testing, dedicated research engineers, and a commitment to long-term compounding value.

180+
Projects Delivered
75+
Global Clients
40+
Research Engineers
94%
Client Retention Rate
Client Segments

Who We Serve

Startups & Scale-ups
30%

Startups & Scale-ups

Rapid prototyping and scalable architecture for fast-growing tech companies.

Large Enterprises
55%

Large Enterprises

Compliance-ready, highly secure AI deployments integrated into legacy systems.

Research Partners
15%

Research Partners

Collaborative R&D projects pushing the boundaries of applied machine learning.

Our Team

The Researchers Who Made It Happen.

We are a collective of ML engineers, data scientists, and full-stack developers. Founded in Kolkata, India's intellectual capital, we prioritize rigorous thinking and flawless execution above all else.

Team 1
Team 2
Team 3
Team 4
Team 5
Friday Research Reviews

Friday Research Reviews

Weekly deep dives into the latest arXiv papers and models.

Deep Work Culture

Deep Work Culture

No-meeting blocks to ensure uninterrupted engineering flow.

Continuous Learning

Continuous Learning

Dedicated budgets for cloud certs, courses, and conferences.

Technology Stack

The Tools We Trust in Production

We remain stack-agnostic, choosing the right combination of state-of-the-art research models and bulletproof enterprise engineering tools for every project.

AI / ML Frameworks

PyTorchTensorFlowJAXScikit-LearnHugging Face

LLMs & Orchestration

OpenAIAnthropicLlama 3LangChainLlamaIndexDSPy

Vector Databases

PineconeQdrantWeaviateMilvuspgvector

Cloud & MLOps

AWSGoogle CloudAzureDockerKubernetesMLflowW&B

Backend & Data

PythonFastAPINode.jsPostgreSQLRedisKafkaSnowflake

Frontend & Mobile

ReactNext.jsTypeScriptTailwind CSSReact NativeFlutter
Client Testimonials

Don't Just Take Our Word For It

"BlueBuck didn't just build a model; they re-architected how we approach credit risk. The AI engine now handles ₹500Cr+ in daily decisioning with 99.8% uptime."

Ananya Krishnamurthy
Chief Risk Officer, Top 5 Private Bank

"What impressed us most was their rigorous testing methodology. The Clinical NLP platform was delivered in 8 weeks and reduced manual review by 80%."

Dr. Rohan Sinha
Head of Medical Informatics

"Unlike generic AI agencies, BlueBuck understands production realities. Their computer vision agent for touchless claims is now processing 60% of our volume."

Vikram Mehta
VP Claims Innovation

"The predictive engine they built for our supply chain forecasting achieved 94% accuracy, directly translating to a 35% reduction in carrying costs."

Priya Nair
Global Head of Supply Chain
Insights & Research

Latest from the Lab

View All Publications
Understanding RAG: Why Vector Databases Aren't Enough for Enterprise AI
ArchitectureOCT 12, 2026

Understanding RAG: Why Vector Databases Aren't Enough for Enterprise AI

This guide cuts through the hype. Vector similarity search alone fails in complex enterprise scenarios. Learn how to implement hybrid search algorithms and graph-based retrieval to ground your production LLMs.

By Supriyo Paul
Fine-Tuning Llama 3 for Financial Services
LLMsSEP 28, 2026

Fine-Tuning Llama 3 for Financial Services

By Riya Bose
Deploying Edge AI on Limited Hardware
MLOpsSEP 15, 2026

Deploying Edge AI on Limited Hardware

By Arjun Raychaudhuri
FAQ

Common Questions

Everything you need to know about our research methodology, engagement models, and AI engineering practices.

We are an AI research lab first. We don't just glue together OpenAI APIs; we build custom predictive models, fine-tune LLMs on proprietary data, and architect deep-tech solutions that generalist agencies cannot execute.

Get Started

Let's Build Something Extraordinary.

Whether you need a custom LLM fine-tuned on your data, or a predictive analytics engine to optimize costs, our research engineers are ready to build it.

Headquarters
Kolkata, India

Sector V, Salt Lake City
West Bengal 700091

Direct Inquiries
research@bluebuck.ai

Tell us about your project

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