31 solutions across AI engineering, vertical platforms, regulated systems, and core infrastructure. Each one comes with deep-dive implementation guides for product and engineering teams.
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RAG, agents, fine-tuning, model serving, voice, and workflow orchestration. The full stack for production AI systems.
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.
A private AI chatbot trained on your company knowledge: project documents, meeting recordings, requirements, decisions, customer interviews, and internal wikis. Ask questions in plain English and get answers with sources. Runs inside your own cloud or on your servers. Built with full guardrails, role-based access, and the option to use small private models for sensitive data.
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.
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.
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.
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.
AI for manufacturing uses computer vision, machine learning, and predictive analytics to automate quality inspection, predict equipment failures, optimize production schedules, and reduce waste. 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%. We integrate with existing SCADA, MES, and ERP systems and deliver measurable defect-rate and yield improvements.
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.
An enterprise AI copilot is a private AI assistant trained on your company's internal knowledge, including 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, so sales sees sales data and 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.
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.
Your customers tell you what they need every day, across support tickets, emails, WhatsApp chats, reviews, and social channels. Our AI-powered Customer Intelligence Platform reads every conversation, spots the patterns, and turns them into clear, actionable insight about what customers are asking, what is frustrating them, and where your next product or content opportunity is. One place to understand your customers and act faster.
We design and build AI agents that go beyond chatbots, systems that can autonomously plan multi-step tasks, call APIs and tools, maintain memory across conversations, and collaborate with other agents. From customer support agents that resolve issues end-to-end, to internal copilots that automate research and reporting. Every agent we build includes safety guardrails, observability dashboards, and human escalation paths so you stay in control.
We build AI automation systems that process documents, extract data, triage communications, and orchestrate multi-step workflows, powered by LLMs with human-in-the-loop checkpoints. Our clients typically see 60-80% reduction in manual processing time within the first pilot. We handle the hard parts like confidence scoring, error recovery, audit trails, and graceful fallback to human review when the AI isn't sure.
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.
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.
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.
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.
Build production-ready small language model systems with fine-tuning, optimized inference, secure deployment, and continuous evaluation. Enterprise-grade SLM pipelines for domain adaptation, cost-efficient inference, observability, and model governance across training and production.
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.
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Vertical platforms purpose-built for specific industries. Sports federations, marketplaces, e-learning, and more.
We build property and society management platforms, residents, billing, facilities, maintenance, visitors, and documents, and make them AI-native. A resident assistant answers questions from your own rules and notices, and a maintenance agent reads a complaint, categorises it, assigns the right vendor, and tracks it to resolution. The result is far less manual chasing for your committee and staff.
We build complete B2B marketplace platforms, multi-vendor management, catalogs, RFQs, bulk ordering, and credit terms, and make them AI-native. An AI procurement assistant helps buyers find the right suppliers and products, drafts requests for quotation, and matches specifications. The catalog cleans and enriches itself, and search understands what buyers actually mean. The result is a marketplace that does the heavy lifting of B2B buying, not one that just lists products.
We build storage and logistics management platforms, units and inventory, fulfilment, scheduling, billing, and access, and make them AI-native. Demand forecasting, space optimisation, and route optimisation mean capacity and operations run on prediction rather than guesswork, while a self-service portal keeps customers out of your inbox.
We build complete e-learning and LMS platforms and make them AI-native from the start. Your learners get an AI tutor that answers their doubts at any hour, drawn from your own course material. Your instructors get agents that grade work and draft feedback, plus tools that turn existing material into courses and quizzes. The result is a platform that does more than host content. It teaches, it adapts to each learner, and it takes the repetitive load off your team.
We build complete fan engagement platforms, gamification, fantasy and prediction games, contests, loyalty, community, and ticketing, and add AI where it genuinely helps: personalising what each fan sees, generating content at the pace live events demand, and keeping large communities safe. The result is a platform that turns passive audiences into active, returning fans.
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KYC and European payment systems where regulatory compliance drives the architecture.
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.
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.
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Real-time streaming, video processing, and systems-level engineering with Rust.
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.
We build production Rust systems for companies that need C/C++ performance without the security risks. Our team has shipped Rust in production for async API servers, real-time data pipelines, WebAssembly modules, and infrastructure tooling. Rust's compile-time memory safety eliminates 70% of security vulnerabilities found in C/C++ codebases, the same reason Microsoft, Google, AWS, and the Linux kernel are adopting it. We help you adopt Rust pragmatically, starting with performance-critical components rather than rewriting everything.
End-to-end Rust implementation. From backend services and data pipelines to WebAssembly, CLI tooling, and C/C++ migration, we ship production Rust that is fast, safe, and maintainable.
End-to-end Apache Kafka and event-driven architecture implementation. From cluster setup and stream processing to event sourcing, CQRS, and real-time analytics pipelines, we build streaming infrastructure that scales to billions of events per day.
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.
35%+ faster operations
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 study42% faster response
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 study60% faster approvals
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 studyWe align on data boundaries, integration points, and rollout risks before build work begins.
Critical automations ship with human checkpoints, fallback paths, and escalation controls.
Every important model decision and workflow step is traceable for compliance and QA.
If you are comparing vendors, use these as decision steps: architecture review, cost model, and readiness check before engineering kickoff.
We don't just build features. We architect systems that handle real-world complexity.
Every solution is designed for production from day one. Proper error handling, monitoring, and scalability are not afterthoughts.
We understand the compliance landscape. PSD2, GDPR, RBI, and DPDP Act requirements are baked into the architecture.
We help you decide what to build custom and what to integrate. Not every problem needs a custom solution.
Share your project details and we'll get back to you within 24 hours with a free consultation—no commitment required.
Boolean and Beyond
825/90, 13th Cross, 3rd Main
Mahalaxmi Layout, Bengaluru - 560086
590, Diwan Bahadur Rd
Near Savitha Hall, R.S. Puram
Coimbatore, Tamil Nadu 641002