GenAI & ML Consulting for High-Growth Companies

Turn AI Ambition IntoProduction Reality

We help engineering teams build and deploy production-grade AI systems. From RAG architectures to custom ML models to full MLOps pipelines— we ship AI that actually works.

SOC 2 Compliant
AWS Partner
HIPAA Ready
47+
Production AI Systems Deployed
96%
Client Retention Rate
$28M+
Combined Client ROI Generated
72
Average Project NPS
Our Services

End-to-End AI Solutions

From strategy to production, we handle the entire AI lifecycle so your team can focus on building great products.

Most Popular

GenAI Strategy & Implementation

Transform your business with production-ready generative AI solutions. From LLM selection to deployment, we architect systems that deliver measurable ROI.

  • LLM Strategy & Selection
  • RAG Architecture Design
  • Prompt Engineering
  • Fine-tuning & Optimization

Custom ML Model Development

Build proprietary machine learning models tailored to your unique data and business challenges. From prototype to production-grade systems.

  • Predictive Analytics
  • Computer Vision
  • NLP & Text Analytics
  • Time Series Forecasting

MLOps & AI Infrastructure

Build scalable ML infrastructure that enables rapid experimentation and reliable production deployments. From model versioning to continuous training.

  • ML Pipelines
  • Model Registry & Versioning
  • A/B Testing Frameworks
  • Automated Retraining

Intelligent Automation

Automate complex cognitive workflows using AI agents. Reduce operational costs while improving accuracy and speed across your organization.

  • AI Agent Development
  • Document Intelligence
  • Workflow Automation
  • Decision Support Systems

Data Engineering & Analytics

Build the data foundation your AI initiatives need. Modern data architectures that scale from startup to enterprise.

  • Data Lake Architecture
  • Real-time Pipelines
  • Feature Stores
  • BI & Dashboards

AI Security & Governance

Deploy AI responsibly with robust security, compliance, and governance frameworks. Protect your models and data assets.

  • Model Security Audits
  • Bias Detection & Mitigation
  • Regulatory Compliance
  • Responsible AI Frameworks
Technology Stack

Built With Best-in-Class Tools

We leverage the most powerful AI/ML tools to build robust, scalable solutions.

LLMs & GenAI

🤖OpenAI GPT-4
🧠Claude
🦙Llama 2/3
💨Mistral
🔗LangChain
📚LlamaIndex

ML Frameworks

🔥PyTorch
📊TensorFlow
🎯Scikit-learn
🤗Hugging Face
📈MLflow
📉Weights & Biases

Cloud & Infra

☁️AWS SageMaker
🌐GCP Vertex AI
🔷Azure ML
⚙️Kubernetes
🐳Docker
🏗️Terraform

Data & Vector DBs

🌲Pinecone
🔍Weaviate
❄️Snowflake
🧱Databricks
🐘PostgreSQL
Apache Spark
Case Studies

Real Results for Real Companies

See how we've helped companies across industries deploy AI solutions that deliver measurable business impact.

Major Insurance Company

Enterprise RAG System for Fortune 500 Insurer

The Challenge

Claims adjusters spending 4+ hours daily searching through policy documents and precedent cases.

Our Solution

Built a multi-modal RAG system with hybrid search (semantic + keyword) over 2M+ documents, integrated with their claims workflow.

Technologies Used

GPT-4LangChainPineconeAzureReact

Results Delivered

73%
Reduction in research time
$4.2M
Annual cost savings
89%
User adoption rate
< 3 sec
Average query response
Industries

Deep Expertise Across Sectors

We bring domain knowledge and technical excellence to organizations across industries.

Financial Services

Risk modeling, fraud detection, algorithmic trading

Healthcare & Life Sciences

Clinical NLP, diagnostics, drug discovery

Manufacturing

Predictive maintenance, quality control, supply chain

Retail & E-commerce

Personalization, demand forecasting, chatbots

Technology & SaaS

Product AI features, search, recommendations

Professional Services

Document intelligence, knowledge management

Our Process

From Concept to Production

A proven methodology that minimizes risk and maximizes speed to value.

01

Discovery & Assessment

Deep dive into your data, systems, and business objectives. We identify the highest-impact AI opportunities and create a prioritized roadmap.

1-2 weeks
02

Solution Architecture

Design a production-ready architecture tailored to your infrastructure, security requirements, and scalability needs.

1-2 weeks
03

Rapid Prototyping

Build a working prototype to validate the approach with real data. Iterate based on stakeholder feedback before full development.

2-4 weeks
04

Production Development

Full implementation with CI/CD, monitoring, and documentation. We build for maintainability and knowledge transfer.

4-12 weeks
05

Launch & Optimization

Production deployment with gradual rollout, performance monitoring, and continuous optimization based on real-world usage.

Ongoing
Why Nebula

We're Not Just Consultants. We're Builders.

Too many AI projects fail because they're designed in PowerPoint, not production environments. We're engineers first—every solution we recommend is something we've built ourselves.

Let's Talk

Production-First Mindset

We don't build demos—we build systems that scale. Every solution is designed for production from day one.

Full-Stack ML Expertise

From data engineering to model deployment to frontend integration. One partner for your entire AI stack.

Business Outcome Focus

We measure success in business metrics, not model accuracy. Every project starts with defining the ROI.

Knowledge Transfer

We don't create dependency. Comprehensive documentation and training ensure your team owns the solution.

Client Testimonials

Trusted by Engineering Leaders

Hear from the teams we've worked with.

"Nebula didn't just build us a RAG system—they transformed how our entire organization accesses knowledge. The solution handles edge cases we didn't even think to test for. Their deep understanding of both the tech and our business context made all the difference."
SC
Sarah Chen
VP of Engineering
InsureTech Solutions
Enterprise RAG Implementation
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