Boolean and Beyond
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Boolean and Beyond

Building AI-enabled products for startups and businesses. From MVPs to production-ready applications.

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Services

  • Product Engineering with AI
  • MVP & Early Product Development
  • Generative AI & Agent Systems
  • AI Integration for Existing Products
  • Technology Modernisation & Migration
  • Data Engineering & AI Infrastructure

Resources

  • AI Cost Calculator
  • AI Readiness Assessment
  • Tech Stack Analyzer
  • AI-Augmented Development

Comparisons

  • AI-First vs AI-Augmented
  • Build vs Buy AI
  • RAG vs Fine-Tuning
  • HLS vs DASH Streaming

Locations

  • Bangalore·
  • Coimbatore

Legal

  • Terms of Service
  • Privacy Policy

Contact

contact@booleanbeyond.com+91 9952361618

AI Solutions

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Selected links for quick navigation. For the full catalog of implementation pages, use the services index.

Core Solutions

  • RAG Implementation
  • LLM Integration
  • AI Agents
  • AI Automation

Featured Services

  • AI Agent Development
  • AI Chatbot Development
  • Claude API Integration
  • AI Agents Implementation
  • n8n WhatsApp Integration
  • n8n Salesforce Integration

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Bangalore, India

Boolean and Beyond
ServicesWorkAboutInsightsCareersContact
SSolutions

Production-ready solutions for complex technical challenges

We build systems that handle identity verification, payments, video processing, AI recommendations, enterprise knowledge management, and autonomous AI agents. Engineering-driven solutions designed to scale in the real world.

RAG Implementation ServicesLLM Integration ServicesAI Agents DevelopmentAI Automation ServicesKYC & Identity Verification SolutionsPayment Solutions for Europe - PSD2, SCA, Stripe, MangoPayVideo Processing & Transcoding SolutionsAI Recommendation Engine DevelopmentRAG-Based AI & Knowledge SystemsAgentic AI & Autonomous Systems for BusinessSports Federation Management PlatformProperty & Society Management PlatformB2B Marketplace Platform DevelopmentMeal Plan & Subscription Management PlatformStorage & Logistics Management PlatformE-Learning & LMS Platform DevelopmentFan Engagement Platform DevelopmentAI Voice Agent DevelopmentPrivate LLM & On-Premise AI DeploymentAI for Manufacturing & Quality ControlMCP Implementation & AI Tool IntegrationEnterprise AI Copilot & Internal Knowledge BaseWhatsApp AI Agent for BusinessRust Systems ProgrammingGemini Embedding 2 Implementation Partner — Bengaluru, IndiaRust Implementation Partner — Bengaluru, IndiaApache Kafka & Real-Time Streaming Implementation Partner — Bengaluru, IndiaFlutter & React Native Mobile App Development Partner — Bengaluru, IndiaVector Database & Embedding Architecture PartnerPostgreSQL Vector Search Implementation Partner, BengaluruRAG Pipeline Development Partner, BengaluruReal-Time ML Pipeline Architecture Partner, BengaluruLLM Fine-Tuning & Deployment Partner, BengaluruAI Workflow Orchestration Partner, Bengaluru
AI Engineering Services

Generative AI & LLM Solutions

Specialized services for companies building with large language models, RAG systems, and AI agents.

RAG Implementation Services

RAG Implementation Services

Expert RAG implementation services. Build enterprise-grade Retrieval-Augmented Generation systems with vector databases, semantic search, and LLM integration. Production-ready RAG solutions for accurate, contextual AI responses.

Data Ingestion PipelineVector Store ArchitectureEmbedding Optimization
LLM Integration Services

LLM Integration Services

Expert LLM integration services. Integrate ChatGPT, Claude, GPT-4 into your applications. Production-ready API integration, prompt engineering, and cost optimization for enterprise AI deployment.

Multi-Model ArchitecturePrompt EngineeringFunction Calling & Tools
AI Agents Development

AI Agents Development

Expert AI agent development services. Build autonomous AI agents that reason, plan, and execute complex tasks. Multi-agent systems, tool integration, and production-grade agentic workflows with LangChain, CrewAI, and custom frameworks.

Autonomous ReasoningTool IntegrationMulti-Agent Collaboration
AI Automation Services

AI Automation Services

Expert AI automation services for businesses. Automate complex workflows with intelligent AI systems. Document processing, data extraction, decision automation, and workflow orchestration powered by LLMs.

Document IntelligenceEmail & CommunicationData Processing
Solution 01

KYC & Identity Verification Solutions

KYC & Identity Verification Solutions

Learn more

What is KYC verification? We build compliant identity verification systems with document verification, selfie & liveness detection, device fingerprinting, fraud scoring, and third-party integrations. GDPR and EU regulatory compliant.

Who it's for

Key capabilities

    Learn more about KYC & Identity Verification Solutions
    Solution 02

    Payment Solutions for Europe - PSD2, SCA, Stripe, MangoPay

    Payment Solutions for Europe - PSD2, SCA, Stripe, MangoPay

    Learn more

    What is PSD2 compliance? We build European payment systems with Strong Customer Authentication (SCA), SEPA integration, Stripe subscriptions, MangoPay marketplace flows, and multi-currency handling. GDPR compliant payment infrastructure.

    Who it's for

    Key capabilities

      Learn more about Payment Solutions for Europe - PSD2, SCA, Stripe, MangoPay
      Solution 03

      Video Processing & Transcoding Solutions

      Video Processing & Transcoding Solutions

      Learn more

      Expert video processing solutions: transcoding, HLS/DASH adaptive streaming, scalable pipelines, cost optimization, and AI-powered video analysis. Custom video infrastructure for startups and enterprises.

      Who it's for

      Key capabilities

        Learn more about Video Processing & Transcoding Solutions
        Solution 04

        AI Recommendation Engine Development

        AI Recommendation Engine Development

        Learn more

        Custom AI recommendation engines: collaborative filtering, content-based systems, cold start solutions, real-time personalization, and A/B testing frameworks. Build recommendation systems that drive engagement.

        Who it's for

        Key capabilities

          Learn more about AI Recommendation Engine Development
          Solution 05

          RAG-Based AI & Knowledge Systems

          RAG-Based AI & Knowledge Systems

          Learn more

          Build enterprise RAG systems with vector databases, intelligent chunking, and secure deployment. Production-ready retrieval-augmented generation for knowledge bases, customer support, and document processing.

          Who it's for

          Key capabilities

            Learn more about RAG-Based AI & Knowledge Systems
            Solution 06

            Agentic AI & Autonomous Systems for Business

            Agentic AI & Autonomous Systems for Business

            Learn more

            Build AI agents that autonomously execute business tasks: multi-agent architectures, tool-using agents, workflow orchestration, and production-grade guardrails. Custom agentic AI solutions for operations, sales, support, and research.

            Who it's for

            Key capabilities

              Learn more about Agentic AI & Autonomous Systems for Business
              Solution 07

              Sports Federation Management Platform

              Sports Federation Management Platform

              Learn more

              Build comprehensive digital infrastructure for sports federations. Athlete management, tournament scheduling, live scoring, official apps, and governance tools for any sport—football, cricket, basketball, tennis, rugby, and more.

              Who it's for

              Key capabilities

                Learn more about Sports Federation Management Platform
                Solution 08

                Property & Society Management Platform

                Property & Society Management Platform

                Learn more

                Build comprehensive property and society management platforms. Resident portals, facility booking, maintenance management, visitor tracking, accounting, and AI-powered community engagement for residential complexes, gated communities, and commercial properties.

                Who it's for

                Key capabilities

                  Learn more about Property & Society Management Platform
                  Solution 09

                  B2B Marketplace Platform Development

                  B2B Marketplace Platform Development

                  Learn more

                  Build comprehensive B2B marketplace platforms. Multi-vendor management, RFQ systems, bulk ordering, credit management, AI-powered product matching, and enterprise procurement solutions for wholesale and industrial commerce.

                  Who it's for

                  Key capabilities

                    Learn more about B2B Marketplace Platform Development
                    Solution 10

                    Meal Plan & Subscription Management Platform

                    Meal Plan & Subscription Management Platform

                    Learn more

                    Build meal planning and food subscription platforms. Menu management, dietary customization, subscription handling, delivery scheduling, kitchen operations, and AI-powered meal recommendations for tiffin services, meal kits, and corporate catering.

                    Who it's for

                    Key capabilities

                      Learn more about Meal Plan & Subscription Management Platform
                      Solution 11

                      Storage & Logistics Management Platform

                      Storage & Logistics Management Platform

                      Learn more

                      Build storage facility and logistics management platforms. Subscription-based storage, warehouse operations, inventory tracking, pickup/delivery scheduling, and AI-powered space optimization for self-storage, warehousing, and fulfillment services.

                      Who it's for

                      Key capabilities

                        Learn more about Storage & Logistics Management Platform
                        Solution 12

                        E-Learning & LMS Platform Development

                        E-Learning & LMS Platform Development

                        Learn more

                        Build e-learning platforms and learning management systems. Course creation, student management, assessments, live classes, AI tutoring, and analytics for edtech companies, corporate training, and educational institutions.

                        Who it's for

                        Key capabilities

                          Learn more about E-Learning & LMS Platform Development
                          Solution 13

                          Fan Engagement Platform Development

                          Fan Engagement Platform Development

                          Learn more

                          Build fan engagement platforms for sports, entertainment, and media. Fantasy sports, live experiences, loyalty programs, social features, and AI-powered personalization for teams, leagues, and entertainment brands.

                          Who it's for

                          Key capabilities

                            Learn more about Fan Engagement Platform Development
                            Solution 14

                            AI Voice Agent Development

                            Build intelligent voice AI agents that handle calls, appointments, and customer interactions in multiple languages — Hindi, Tamil, Kannada, Telugu, and English.

                            Learn more

                            AI voice agents are intelligent systems that can make and receive phone calls, understand natural speech, respond conversationally, and take actions like booking appointments or processing orders. Unlike traditional IVR systems that force callers through rigid menus, voice agents use large language models to understand intent, handle interruptions, and speak naturally. They operate 24/7, handle thousands of concurrent calls, and cost a fraction of human agents — typically Rs 1-2 per conversation versus Rs 50-100 for a human agent. Boolean & Beyond builds custom voice agents with multilingual support for Indian languages, integrated with your CRM, calendar, and business systems.

                            Who it's for

                            Call centres handling 500+ calls/dayHealthcare clinics needing appointment schedulingD2C brands with high order volumeInsurance companies processing claimsReal estate firms qualifying leadsRestaurants managing reservations

                            Key capabilities

                            • Multilingual voice AI (Hindi, Tamil, Kannada, Telugu, English)
                            • Outbound calling campaigns with AI agents
                            • Inbound call handling and smart routing
                            • Real-time speech-to-text and text-to-speech
                            Learn more about AI Voice Agent Development
                            Solution 15

                            Private LLM & On-Premise AI Deployment

                            Deploy large language models on your own infrastructure — full data privacy, regulatory compliance, zero data leaving your network.

                            Learn more

                            Private LLM deployment means running large language models like Llama, Mistral, or fine-tuned models on your own servers or private cloud — not sending data to OpenAI or Google. This is critical for organizations bound by RBI data localization rules, HIPAA compliance, DPDP Act requirements, or internal data governance policies. Your prompts, documents, and responses never leave your infrastructure. Boolean & Beyond builds private AI deployments on AWS, Azure, GCP private cloud, or bare-metal servers. We handle model selection, infrastructure sizing, fine-tuning on your domain data, and production deployment with monitoring. Typical inference costs drop 60-80% compared to API-based LLMs at scale.

                            Who it's for

                            Banks and financial institutions (RBI compliance)Healthcare organizations (HIPAA, patient data)Government agencies (data sovereignty)Legal firms (client confidentiality)Defence and aerospace (classified data)Enterprises with DPDP Act obligations

                            Key capabilities

                            • On-premise LLM deployment (Llama 3, Mistral, Phi, Gemma)
                            • Private cloud AI on AWS/Azure/GCP (VPC-isolated)
                            • Domain-specific fine-tuning on your data
                            • RAG systems with private vector databases
                            Learn more about Private LLM & On-Premise AI Deployment
                            Solution 16

                            AI for Manufacturing & Quality Control

                            Computer vision, predictive maintenance, and AI-powered quality control that cuts defect rates by up to 90% for Indian manufacturers.

                            Learn more

                            AI for manufacturing uses computer vision, machine learning, and predictive analytics to automate quality inspection, predict equipment failures, optimize production schedules, and reduce waste. In textile manufacturing, AI-powered cameras detect fabric defects in real-time at 99%+ accuracy — catching flaws that human inspectors miss 15-20% of the time. In auto parts manufacturing, predictive maintenance reduces unplanned downtime by 30-50%. Boolean & Beyond builds custom AI solutions for Indian manufacturers — from textile mills in Tirupur and Coimbatore to auto parts factories in Bangalore and Chennai. We integrate with existing SCADA, MES, and ERP systems. 99% of Indian manufacturers are now investing in AI, and the market is growing at 14.26% CAGR to reach Rs 29,000 crores by 2029.

                            Who it's for

                            Textile manufacturers (fabric inspection, defect detection)Auto parts manufacturers (quality control, predictive maintenance)Food processing plants (safety compliance, packaging inspection)Pharmaceutical manufacturers (batch monitoring, compliance)Electronics assembly (PCB inspection, component verification)Any factory with 100+ daily production units

                            Key capabilities

                            • Computer vision for defect detection (99%+ accuracy)
                            • Predictive maintenance to prevent equipment failures
                            • Production scheduling optimization with AI
                            • Real-time quality monitoring dashboards
                            Learn more about AI for Manufacturing & Quality Control
                            Solution 17

                            MCP Implementation & AI Tool Integration

                            Connect AI agents to your business tools using Model Context Protocol (MCP) — the open standard for AI-to-system integration by Anthropic.

                            Learn more

                            Model Context Protocol (MCP) is an open standard created by Anthropic that lets AI agents securely connect to external tools, databases, APIs, and business systems. Think of MCP as a USB-C port for AI — one standard protocol that connects any AI model to any tool. Instead of writing custom integrations for each AI model and each tool, MCP provides a universal interface. Your AI agent can query your database, search your documents, call your APIs, send emails, update CRM records, and trigger workflows — all through standardized MCP servers. Boolean & Beyond builds custom MCP servers and integrations that connect Claude, GPT-4, and open-source LLMs to your existing business systems. We are early adopters of MCP since its release in November 2024, with production deployments connecting AI agents to ERP, CRM, and internal tools.

                            Who it's for

                            Enterprises building AI agent workflowsCompanies using Claude or GPT in productionTeams with multiple internal tools to connectSaaS companies adding AI featuresDevOps teams standardizing AI integrationsCTOs evaluating agentic AI architecture

                            Key capabilities

                            • Custom MCP server development for your internal tools
                            • Database MCP connectors (PostgreSQL, MySQL, MongoDB)
                            • CRM integration via MCP (Salesforce, HubSpot, Zoho)
                            • Document search MCP servers (Confluence, SharePoint, Google Drive)
                            Learn more about MCP Implementation & AI Tool Integration
                            Solution 18

                            Enterprise AI Copilot & Internal Knowledge Base

                            Build a private ChatGPT for your company — an AI assistant that knows your documents, policies, products, and processes.

                            Learn more

                            An enterprise AI copilot is a private AI assistant trained on your company's internal knowledge — documents, SOPs, product manuals, HR policies, sales playbooks, engineering docs, and customer data. Unlike generic ChatGPT, your copilot gives accurate answers grounded in YOUR data, with source citations. Employees ask questions in natural language and get instant, accurate answers instead of searching through 50 Confluence pages or waiting for a colleague to respond. Built using RAG (Retrieval-Augmented Generation) architecture, your copilot connects to your existing knowledge sources (Google Drive, Confluence, SharePoint, Notion, databases) and stays automatically updated. It respects access controls — sales sees sales data, engineering sees engineering docs. Boolean & Beyond builds custom enterprise copilots that reduce internal query resolution time by 70-80% and save 2-3 hours per employee per week.

                            Who it's for

                            Enterprises with 100+ employees and scattered documentationIT companies with complex internal knowledge basesCustomer support teams needing instant product knowledgeHR departments handling repetitive policy questionsSales teams needing quick access to product and pricing infoEngineering teams with large codebases and documentation

                            Key capabilities

                            • Custom RAG-based AI assistant on your company data
                            • Multi-source ingestion (Confluence, SharePoint, Google Drive, Notion, databases)
                            • Access control and role-based information filtering
                            • Source citation with every answer (verify AI responses)
                            Learn more about Enterprise AI Copilot & Internal Knowledge Base
                            Solution 19

                            WhatsApp AI Agent for Business

                            Deploy an AI employee on WhatsApp Business that handles customer queries, takes orders, books appointments, and qualifies leads — 24/7 in any Indian language.

                            Learn more

                            A WhatsApp AI agent is an intelligent AI assistant deployed on WhatsApp Business API that handles customer conversations autonomously. Unlike simple chatbots with scripted responses, a WhatsApp AI agent understands natural language, maintains conversation context across messages, accesses your product catalogue and CRM in real-time, and can complete transactions — from taking food orders to booking appointments to processing insurance claims. With 500+ million WhatsApp users in India, this is the most natural channel for customer interaction. Boolean & Beyond builds custom WhatsApp AI agents that handle 80-90% of customer queries without human intervention, at a cost of Rs 2-5 per conversation versus Rs 50-100 for human agents. We integrate with Razorpay for payments, Shiprocket for delivery tracking, and your existing CRM and inventory systems.

                            Who it's for

                            D2C brands handling 200+ daily WhatsApp queriesRestaurants and food delivery businessesHealthcare clinics managing appointmentsReal estate developers qualifying leadsInsurance agents processing claims and renewalsEducation institutions handling admissions queriesE-commerce businesses with catalogue-based selling

                            Key capabilities

                            • Natural language understanding in Hindi, Tamil, Kannada, English, and 8+ languages
                            • Product catalogue browsing and ordering within WhatsApp
                            • Payment collection via Razorpay/PayU WhatsApp payment links
                            • Appointment booking with calendar integration
                            Learn more about WhatsApp AI Agent for Business
                            Solution 20

                            Rust Systems Programming

                            Rust Systems Programming Services

                            Learn more

                            Expert Rust systems programming services. Build high-performance backends, data pipelines, WebAssembly modules, and infrastructure software with zero-cost abstractions and memory safety guarantees.

                            Who it's for

                            Fintech & Trading systemsReal-time analyticsCloud infrastructureBrowser performance

                            Key capabilities

                            • Async API Servers
                            • Data Pipeline Engines
                            • WebAssembly Modules
                            • Infrastructure Software
                            Learn more about Rust Systems Programming
                            Solution 21

                            AI Agents Development

                            AI Agents Development

                            Learn more

                            Expert AI agent development services. Build autonomous AI agents that reason, plan, and execute complex tasks. Multi-agent systems, tool integration, and production-grade agentic workflows with LangChain, CrewAI, and custom frameworks.

                            Who it's for

                            Key capabilities

                            • Autonomous Reasoning
                            • Tool Integration
                            • Multi-Agent Collaboration
                            • Memory & Context
                            Learn more about AI Agents Development
                            Solution 22

                            Gemini Embedding 2 Implementation Partner — Bengaluru, India

                            Gemini Embedding 2 Implementation Partner

                            Learn more

                            End-to-end Gemini Embedding 2 implementation for enterprises in Bengaluru and across India. From multimodal embedding architecture to production-grade RAG pipelines, semantic search, and cross-modal retrieval systems — we partner with your team to deliver measurable AI outcomes.

                            Who it's for

                            Product teams adding multimodal search to their platformEnterprises unifying knowledge search across documents, images, and videoE-commerce companies building visual product discoveryAI teams migrating from text-only embedding models to multimodalStartups building RAG-powered applications on Google Cloud

                            Key capabilities

                            • Multimodal embedding pipeline architecture
                            • Gemini Embedding 2 API integration
                            • RAG pipeline development with multimodal retrieval
                            • Vector database setup and optimization (Pinecone, Weaviate, pgvector)
                            Learn more about Gemini Embedding 2 Implementation Partner — Bengaluru, India
                            Solution 23

                            AI Automation Services

                            AI Automation Services

                            Learn more

                            Expert AI automation services for businesses. Automate complex workflows with intelligent AI systems. Document processing, data extraction, decision automation, and workflow orchestration powered by LLMs.

                            Who it's for

                            Key capabilities

                            • Document Intelligence
                            • Email & Communication
                            • Data Processing
                            • Decision Automation
                            Learn more about AI Automation Services
                            Solution 24

                            Rust Implementation Partner — Bengaluru, India

                            Rust Implementation Partner

                            Learn more

                            End-to-end Rust implementation for companies in Bengaluru and across India. From backend services and data pipelines to WebAssembly, CLI tooling, and C/C++ migration — we partner with your team to ship production Rust that's fast, safe, and maintainable.

                            Who it's for

                            Engineering teams rewriting performance-critical services from Java, Go, or PythonCompanies migrating legacy C/C++ codebases to memory-safe RustStartups building developer tools and CLI applicationsFintech companies needing predictable low-latency transaction processingTeams building WebAssembly modules for browser-based computeIoT and embedded companies needing memory-safe firmware

                            Key capabilities

                            • Rust backend API development (Axum, Actix-web, Tonic)
                            • Async systems with Tokio runtime
                            • Data pipeline development (Polars, DataFusion, Arrow)
                            • WebAssembly compilation and browser integration
                            Learn more about Rust Implementation Partner — Bengaluru, India
                            Solution 25

                            Apache Kafka & Real-Time Streaming Implementation Partner — Bengaluru, India

                            Apache Kafka & Real-Time Streaming Partner

                            Learn more

                            End-to-end Apache Kafka and event-driven architecture implementation for enterprises in Bengaluru and across India. From Kafka cluster setup and stream processing to event sourcing, CQRS, and real-time analytics pipelines — we build streaming infrastructure that scales.

                            Who it's for

                            Fintech companies building real-time transaction processingE-commerce platforms needing real-time inventory and pricingSaaS companies implementing event-driven microservicesAnalytics teams building real-time dashboards and alertingLogistics companies tracking deliveries and fleet in real-timeEnterprises migrating from batch ETL to stream processing

                            Key capabilities

                            • Apache Kafka cluster design and deployment
                            • Confluent Platform setup and management
                            • Kafka Streams and ksqlDB development
                            • Apache Flink stream processing pipelines
                            Learn more about Apache Kafka & Real-Time Streaming Implementation Partner — Bengaluru, India
                            Solution 26

                            LLM Integration Services

                            LLM Integration Services

                            Learn more

                            Expert LLM integration services. Integrate ChatGPT, Claude, GPT-4 into your applications. Production-ready API integration, prompt engineering, and cost optimization for enterprise AI deployment.

                            Who it's for

                            Key capabilities

                            • Multi-Model Architecture
                            • Prompt Engineering
                            • Function Calling & Tools
                            • Structured Outputs
                            Learn more about LLM Integration Services
                            Solution 27

                            Flutter & React Native Mobile App Development Partner — Bengaluru, India

                            Cross-Platform Mobile App Development Partner

                            Learn more

                            End-to-end mobile app development using Flutter and React Native for companies in Bengaluru and across India. From UI design and native module development to app store deployment and ongoing maintenance — we build cross-platform apps that feel native on both iOS and Android.

                            Who it's for

                            Startups launching their first mobile app on iOS and AndroidEnterprises building internal mobile tools for field teamsE-commerce companies needing high-performance shopping appsSaaS companies extending their web platform to mobileCompanies migrating from native iOS/Android to cross-platformTeams needing React Native or Flutter expertise to augment their staff

                            Key capabilities

                            • React Native app development (Expo and bare workflow)
                            • Flutter app development (Material and Cupertino)
                            • Native module development (iOS Swift, Android Kotlin)
                            • Offline-first architecture and local storage
                            Learn more about Flutter & React Native Mobile App Development Partner — Bengaluru, India
                            Solution 28

                            RAG Implementation Services

                            RAG Implementation Services

                            Learn more

                            Expert RAG implementation services. Build enterprise-grade Retrieval-Augmented Generation systems with vector databases, semantic search, and LLM integration. Production-ready RAG solutions for accurate, contextual AI responses.

                            Who it's for

                            Key capabilities

                            • Data Ingestion Pipeline
                            • Vector Store Architecture
                            • Embedding Optimization
                            • Retrieval Quality
                            Learn more about RAG Implementation Services
                            Solution 29

                            Vector Database & Embedding Architecture Partner

                            Vector Database & Embedding Architecture

                            Learn more

                            Navigate the growing landscape of vector databases and embedding models with a partner who has production experience across the stack. We help product and engineering teams evaluate, architect, and implement the right combination of embedding models (Google Embedding 2, OpenAI, Cohere, open-source) and vector databases (HydraDB, Pinecone, Weaviate, pgvector, Qdrant) for their specific requirements.

                            Who it's for

                            Product managers evaluating vector database and embedding optionsEngineering teams building their first AI-powered search or RAG systemCompanies migrating from legacy search to semantic retrievalEnterprises with data residency requirements needing self-hosted solutionsStartups choosing between managed services and open-source infrastructure

                            Key capabilities

                            • Embedding model evaluation and benchmarking on your data
                            • Vector database selection and architecture design
                            • HydraDB deployment, tuning, and production hardening
                            • Google Embedding 2 integration via Vertex AI
                            Learn more about Vector Database & Embedding Architecture Partner
                            Solution 30

                            PostgreSQL Vector Search Implementation Partner, Bengaluru

                            PostgreSQL Vector Search Implementation

                            Learn more

                            Production-grade vector search on PostgreSQL using pgvector, from index design and query optimization to migration planning when you outgrow it. We help teams add semantic search, RAG, and recommendation features without overcomplicating their infrastructure.

                            Who it's for

                            Engineering teams adding vector search to existing PostgreSQL applicationsStartups building AI search features on a lean infrastructure budgetProduct teams evaluating pgvector vs dedicated vector databasesCompanies needing vector search with transactional consistencyTeams planning migration from pgvector to Pinecone or Weaviate at scale

                            Key capabilities

                            • pgvector installation, indexing, and query optimization
                            • HNSW and IVFFlat index tuning for production workloads
                            • Hybrid search (vector + full-text + metadata filtering)
                            • Pinecone and Weaviate implementation for scale-out needs
                            Learn more about PostgreSQL Vector Search Implementation Partner, Bengaluru
                            Solution 31

                            RAG Pipeline Development Partner, Bengaluru

                            RAG Pipeline Architecture & Development

                            Learn more

                            Production-grade RAG pipelines built for performance, maintainability, and your specific retrieval requirements. We design, build, and optimize retrieval-augmented generation systems, from document ingestion and embedding to custom retrieval logic and LLM integration, without unnecessary framework overhead.

                            Who it's for

                            Product teams building their first RAG-powered featureEngineering teams migrating away from LangChain to custom pipelinesCompanies needing domain-specific retrieval quality improvementsEnterprises building internal knowledge search and Q&A systemsStartups needing production-ready RAG with limited engineering bandwidth

                            Key capabilities

                            • Custom RAG pipeline architecture and development
                            • Document ingestion and intelligent chunking strategies
                            • Embedding model selection and benchmarking
                            • Multi-stage retrieval with re-ranking
                            Learn more about RAG Pipeline Development Partner, Bengaluru
                            Solution 32

                            Real-Time ML Pipeline Architecture Partner, Bengaluru

                            Real-Time ML Pipeline Architecture

                            Learn more

                            Production event streaming for machine learning, from feature stores and real-time inference to model serving and A/B testing infrastructure. We architect and implement ML pipelines on Kafka, Pub/Sub, and Kinesis that handle production scale with the reliability your models depend on.

                            Who it's for

                            ML teams building real-time feature storesEngineering teams adding online inference to their productCompanies migrating from batch prediction to real-time MLEnterprises choosing between Kafka and managed event streaming for MLStartups building event-driven AI productsTeams with ML latency SLAs they are currently not meetingCompanies dealing with data quality issues in feature pipelines

                            Key capabilities

                            • Apache Kafka deployment and tuning for ML workloads
                            • Google Pub/Sub integration with Vertex AI and Dataflow
                            • Real-time feature store architecture (Feast, Tecton, custom)
                            • Online inference pipeline development
                            Learn more about Real-Time ML Pipeline Architecture Partner, Bengaluru
                            Solution 33

                            LLM Fine-Tuning & Deployment Partner, Bengaluru

                            LLM Fine-Tuning & Deployment

                            Learn more

                            From API-based prototypes to fine-tuned production models, we help product teams navigate the build-vs-buy decision for LLM-powered features. End-to-end implementation covering training data curation, model fine-tuning, evaluation, GPU-optimized deployment, and hybrid routing architectures that balance cost and quality.

                            Who it's for

                            Product teams evaluating fine-tuning vs API for their LLM featuresCompanies with high token volume looking to reduce LLM API costsEnterprises with data privacy requirements needing self-hosted modelsEngineering teams deploying their first fine-tuned model to productionStartups building domain-specific AI products on open-source models

                            Key capabilities

                            • LLM fine-tuning (LoRA, QLoRA) on Llama, Mistral, Qwen, and others
                            • Training data curation and quality pipeline
                            • Systematic model evaluation and benchmarking
                            • GPU-optimized inference deployment (vLLM, TGI, TensorRT-LLM)
                            Learn more about LLM Fine-Tuning & Deployment Partner, Bengaluru
                            Solution 34

                            AI Workflow Orchestration Partner, Bengaluru

                            AI Workflow Orchestration

                            Learn more

                            Reliable orchestration for AI agent pipelines, multi-step inference workflows, and long-running LLM tasks. We implement Temporal, BullMQ, Inngest, and custom orchestration layers that make your AI backend durable, observable, and scalable, so agent failures become retries, not outages.

                            Who it's for

                            Teams building AI agent systems that need reliable multi-step executionCompanies with LLM-powered features hitting reliability issues in productionEngineering teams choosing between Temporal and simpler queue-based approachesStartups building AI products that need background job processingEnterprises implementing human-in-the-loop AI workflows

                            Key capabilities

                            • Temporal workflow design and deployment for AI pipelines
                            • BullMQ implementation with AI-specific patterns (rate limiting, retries)
                            • Inngest serverless durable execution setup
                            • AI agent loop orchestration with tool use
                            Learn more about AI Workflow Orchestration Partner, Bengaluru

                            Real Outcomes, Not Just Architecture

                            Teams usually come to us overwhelmed by delivery delays, fragile automations, or AI pilots that never reach production. These are the exact transformations that changed that story.

                            Case Studies with Context

                            35%+ faster operations

                            Enterprise AI Agent Implementation for Ops Automation

                            From fragmented operations to predictable AI-assisted execution.

                            Before: Ops teams were overloaded with repetitive triage and inconsistent escalation quality.

                            After: Governed automation improved speed, consistency, and SLA reliability.

                            View case study→

                            42% faster response

                            WhatsApp AI Integration for Customer Workflows

                            From support backlog and lead leakage to always-on structured automation.

                            Before: High-volume repetitive messages were slowing support and sales teams.

                            After: Automated conversations improved deflection, bookings, and conversions.

                            View case study→

                            60% faster approvals

                            AI-Driven Digital Lending and Credit Decisioning Platform

                            From manual risk processing to fast, explainable automated decisions.

                            Before: Manual review cycles increased turnaround time and default risk exposure.

                            After: Automation improved approval velocity while reducing default rates.

                            View case study→

                            Delivery Assurance

                            Architecture review in week 1

                            We align on data boundaries, integration points, and rollout risks before build work begins.

                            Approval gates for high-risk actions

                            Critical automations ship with human checkpoints, fallback paths, and escalation controls.

                            Audit-ready implementation logs

                            Every important model decision and workflow step is traceable for compliance and QA.

                            Implementation Playbooks

                            Insight

                            AI Agent Development Cost in India

                            Budget framework for pilot to production planning.

                            Insight

                            How to Choose an AI Agent Development Company

                            Vendor evaluation checklist and selection signals.

                            Guide

                            Claude API Quickstart for Product Teams

                            Implementation sequence for faster LLM rollouts.

                            Guide

                            n8n WhatsApp Integration Guide

                            Step-by-step workflow automation setup.

                            Service

                            AI Agent Development Services

                            Production agent architecture and delivery support.

                            Service

                            Claude API Integration Services

                            Model integration with governance and observability.

                            Start Your Rollout

                            If you are comparing vendors, use these as decision steps: architecture review, cost model, and readiness check before engineering kickoff.

                            Book a Solution Discovery Call

                            Align use cases, architecture approach, and delivery phases.

                            Talk to our team→

                            Estimate AI Solution Cost

                            Build a quick cost model for MVP and production scale.

                            Open calculator→

                            Run AI Readiness Assessment

                            Check organizational readiness before implementation.

                            Start assessment→

                            Why companies choose our solutions

                            We don't just build features. We architect systems that handle real-world complexity.

                            Production-first mindset

                            Every solution is designed for production from day one. Proper error handling, monitoring, and scalability are not afterthoughts.

                            Regulatory awareness

                            We understand the compliance landscape. PSD2, GDPR, AML regulations - our solutions are built with regulatory requirements baked in.

                            Build vs. integrate clarity

                            We help you decide what to build custom and what to integrate. Not every problem needs a custom solution.

                            Ready to start building?

                            Share your project details and we'll get back to you within 24 hours with a free consultation—no commitment required.

                            Registered Office

                            Boolean and Beyond

                            825/90, 13th Cross, 3rd Main

                            Mahalaxmi Layout, Bengaluru - 560086

                            Operational Office

                            590, Diwan Bahadur Rd

                            Near Savitha Hall, R.S. Puram

                            Coimbatore, Tamil Nadu 641002

                            Boolean and Beyond

                            Building AI-enabled products for startups and businesses. From MVPs to production-ready applications.

                            Company

                            • About
                            • Services
                            • Solutions
                            • Industry Guides
                            • Work
                            • Insights
                            • Careers
                            • Contact

                            Services

                            • Product Engineering with AI
                            • MVP & Early Product Development
                            • Generative AI & Agent Systems
                            • AI Integration for Existing Products
                            • Technology Modernisation & Migration
                            • Data Engineering & AI Infrastructure

                            Resources

                            • AI Cost Calculator
                            • AI Readiness Assessment
                            • Tech Stack Analyzer
                            • AI-Augmented Development

                            Comparisons

                            • AI-First vs AI-Augmented
                            • Build vs Buy AI
                            • RAG vs Fine-Tuning
                            • HLS vs DASH Streaming

                            Locations

                            • Bangalore·
                            • Coimbatore

                            Legal

                            • Terms of Service
                            • Privacy Policy

                            Contact

                            contact@booleanbeyond.com+91 9952361618

                            AI Solutions

                            View all services

                            Selected links for quick navigation. For the full catalog of implementation pages, use the services index.

                            Core Solutions

                            • RAG Implementation
                            • LLM Integration
                            • AI Agents
                            • AI Automation

                            Featured Services

                            • AI Agent Development
                            • AI Chatbot Development
                            • Claude API Integration
                            • AI Agents Implementation
                            • n8n WhatsApp Integration
                            • n8n Salesforce Integration

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                            Bangalore, India