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Overview
At Flipbytes, we build AI systems on top of a flexible and scalable technology stack that supports rapid development, deep integrations and long term stability. Every component is selected for speed, reliability and real world performance. Whether you are a technical stakeholder or completely new to AI, our stack makes innovation simple, powerful and accessible.
Infrastructure
We primarily operate on AWS, which gives us a secure, high performance environment for deploying and scaling AI systems. This ensures strong uptime, fast response times and the ability to expand effortlessly as your usage grows.
We also support multi cloud setups across Azure, Google Cloud Platform and DigitalOcean when clients have specific regulatory or operational needs. Our cloud engineers configure the environment that best fits your business.
Core technologies we use
Supabase
A fast, open source backend that handles authentication, real time updates and secure data operations. It helps us ship user facing features quickly while keeping everything stable.
PostgreSQL
Our preferred database for structured data. It is reliable, scalable and ideal for running complex workflows with accuracy.
Vector Databases
We use Pinecone, Weaviate and Qdrant for semantic search, similarity matching and contextual intelligence. These databases allow AI systems to understand meaning, not just keywords.
API Key Provisioning
Every client gets dedicated, permission scoped API keys for safe, controlled access to systems and data.
Internal Developer Tooling
We maintain custom scripts, secure CLI tools and ClickUp or GitHub pipelines that help us build faster, test efficiently and maintain clean deployments.
Programming and Integrations
Our development approach is shaped by tools that support rapid iteration and seamless integration with external systems.
Languages
Python for AI, backend and automation.
JavaScript and TypeScript for front end interfaces and lightweight logic.
Together they give us speed, stability and flexibility in both prototyping and production.
Developer Tools
We use modern platforms like Replit, Cursor, Lovable and Bolt for collaboration, code generation and fast prototyping. These tools let us move quickly without sacrificing code quality.
Integration Layer
Through our partnerships with n8n, we support more than eight hundred ready made integrations. This lets us connect your AI system to CRMs, calendars, ERPs, marketing platforms and any SaaS tool you rely on. Fast integrations mean faster results.
Voice AI
We use ElevenLabs for high quality voice synthesis and combine it with other providers when needed. This lets us build voice agents that sound natural, respond instantly and handle real conversations with context.
Artificial Intelligence
We take a model agnostic approach. We benchmark different LLM providers and pick the model that fits your goals for accuracy, speed, cost or multilingual output.
Key AI capabilities
Retrieval Augmented Generation (RAG)
We enhance responses with accurate data from your own documents, knowledge bases or internal systems. This reduces hallucination and keeps the AI grounded in your information.
Embedding Model Testing
We run structured experiments to pick the right embedding model so your AI can identify patterns, meanings and relationships in your data.
Agent Frameworks
Our agent systems can search, summarise, take actions, trigger workflows or run tasks based on real time input. They are built with modular components so they improve over time.
Model Evaluation and Routing
We score LLM responses using automated judge systems and route tasks to the highest performing model. This keeps your AI consistent, accurate and efficient.

Book your AI strategy call
Please schedule a AI consultation call. We’ll discuss your business needs and explore how AI can enhance your operations and drive growth.


![[CASE STUDY] AI-Voice Learning and Automation Platform for a Language Institute Text reads: "AI-voice driven learning and automation platform for an Italian language institute" with a small illustration of a person holding a large pencil in the bottom right corner.](https://www.flipbytes.com/wp-content/uploads/2025/12/Case-Study-4-768x576.jpeg)
![[CASE STUDY] AI Chatbot and Automation System for a Large Yoga and Wellness Company A person doing a yoga pose in the background with the text "AI Chatbot and Automation System for a Yoga and Wellness Retreat" overlaid in the center.](https://www.flipbytes.com/wp-content/uploads/2025/12/Case-Study-3-768x576.jpeg)
![[CASE STUDY] AI Voice Agent Platform for a Large-Scale Real Estate Company Text reads “AI-Voice Agent Platform for a Large-Scale Real Estate Company” on a dark background with abstract graphics and two green logos.](https://www.flipbytes.com/wp-content/uploads/2025/12/Case-Study-2-768x576.jpeg)