Our Technology Story: Building AI-Powered Solutions
At Analytiq Hub, we don't just use technology—we orchestrate it to automate workflows, extract insights, and drive efficiency across industries like finance, healthcare, and logistics. Let's walk through how we do it.
The Foundation: Scalable Cloud Infrastructure
Every great solution starts with a solid base. We leverage multi-cloud platforms to ensure your systems are reliable, scalable, and cost-effective—handling everything from insurance claims to supply chain audits without downtime.
AWS
Broadest service ecosystem and mature tooling—ideal for complex processing with services like S3, EC2, ECS, EKS, SQS, SES, Lambda, Bedrock.
Google Cloud
Superior AI/ML capabilities and data analytics—best choice when leveraging cutting-edge AI models and BigQuery.
Azure
Seamless Microsoft ecosystem integration—optimal for enterprises already using Office 365, Teams, and Active Directory.
Databricks
Orchestrates unified data analytics and ML workflows—accelerating model deployment from weeks to days.
The Intelligence: AI and Machine Learning
Next, we infuse intelligence. Using advanced AI, we streamline complex processes, automate repetitive tasks, uncover actionable insights, and enhance decision-making, achieving human-in-the-loop accuracy and efficiency for regulated industries.
OpenAI, Anthropic, Gemini
Power coding agents, chat, and intelligent document extraction.
Claude Code + MCP
Agentic coding tools with Multi-Chat Protocol—streamlining code generation for custom languages like SSL/XFD in Starlims.
LangChain & LlamaIndex
Build sophisticated RAG pipelines and agent workflows—enabling context-aware AI that understands your business domain.
LiteLLM & Multi-Provider
Seamlessly switch between AI providers—optimizing for cost, speed, and accuracy while avoiding vendor lock-in.
PyTorch & Fine-tuning
Create custom models for specialized tasks—fine-tuned on your data for computer vision and text processing.
MLFlow & Experiments
Track model performance and manage experiments—ensuring consistent accuracy and enabling rapid iteration cycles.
LabelStudio & Annotation
Streamline data labeling and quality control—enabling human-in-the-loop workflows for continuous model improvement.
Pinecone & Weaviate & PGVector
Serverless vector database for semantic search—enabling fast RAG retrieval.
Ragas & SigAgent.AI
Offline/online evaluation for AI agents and chaybots —measuring accuracy, completeness, and cost.
Stripe Integration
Seamless payment processing and subscription management—enabling secure billing for AI-powered SaaS solutions.
The Engine: Data Handling, Development, and Operations
With the foundation and intelligence in place, we build and operate seamlessly. This includes data analytics for insights and DevOps for rapid deployment, ensuring your workflows integrate with ERPs like Epic.
Data & Analytics
MongoDB
Flexible document storage for semi-structured LLM outputs and metadata
PostgreSQL
Reliable transactional data for UI backends and structured business logic
Apache Spark
Large-scale data processing for batch analytics and ML pipelines
Airbyte, Fivetran
Open-source ETL for knowledge base syncing (e.g., Zendesk to S3)—automating data ingestion for RAG pipelines
Custom chunking with libraries like Chonkie for optimized document processing
Development & Integration
React & Next.js
Modern responsive UIs with server-side rendering for optimal performance
FastAPI
High-performance async APIs with automatic documentation and validation
TypeScript
Type-safe development reducing bugs and improving maintainability. Used in NextJS/TS for chat servers and portals, including Cursor IDE for AI-enhanced development
Claude Agents, MCP, Skills
Build intelligent agents with Multi-Chat Protocol, reusable skills, and marketplace integrations for extensible AI workflows
VSCode Extensions
Custom extensions for AI-assisted coding—integrating copilots with local file mirrors and form designers
DevOps & Operations
Terraform
Infrastructure as code for reproducible, version-controlled deployments
Kubernetes
Container orchestration for scalable, resilient application deployment
Prefect
Workflow orchestration for complex data pipelines and ML operations
GitHub, GitLab
Version control and CI/CD pipelines for collaborative development and automated deployments
Plan, Build, Operate: Our End-to-End Approach
🎯 Plan & Automate
- • AI workflow automation: Streamline document processing for insurance claims and healthcare records
- • ERP integration: Seamless connections to Epic, Brightree, HDMS for automated order processing
- • Intelligent extraction: Transform unstructured PDFs into structured business data with 95%+ accuracy
- • Human-in-the-loop validation: Ensure compliance in regulated industries while maintaining efficiency
⚙️ Build & Operate
- • Full-stack development: Custom React/Next.js UIs with FastAPI backends tailored to your workflows
- • Cloud-native deployment: Scalable Kubernetes infrastructure that grows with your business demands
- • MLOps & monitoring: Continuous model performance tracking with Prefect orchestration and MLFlow
- • Security & compliance: HIPAA, SOC 2, and industry-specific frameworks built into every solution
The Safeguard: Security and Compliance
Finally, we protect what matters. Our solutions meet the highest standards, ensuring trust in sensitive workflows like patient records or financial audits.
Data Security
- • End-to-end encryption for all data in transit and at rest
- • Secure API authentication with role-based access controls
- • Data anonymization and deidentification for privacy protection
Regulatory Compliance
- • HIPAA compliance for healthcare document processing
- • SOC 2 Type II certification for enterprise security
- • GDPR and industry-specific privacy frameworks
Ready to Write Your Technology Story?
Partner with Analytiq Hub's experts to automate what slows you down. From document workflows to AI integrations, we'll tailor our stack to your needs.