What We Build
End-to-end engineering services spanning AI, RAG pipelines, LLM integration, web, cloud, and everything in between. Every service is delivered with production-grade quality and honest communication.
AI & Machine Learning
Artificial intelligence is no longer a futuristic concept. It is a production tool. At BigInt Studio, we build AI systems that solve real business problems, not demos that impress in a boardroom and fall apart in the wild. From natural language processing to computer vision, we design, train, and deploy models that work at scale.
Our speciality lies in Large Language Model integration and Retrieval-Augmented Generation (RAG) pipelines. We connect your proprietary data to state-of-the-art models so your team can query, summarize, and reason over thousands of documents in seconds. Every pipeline we build is production-hardened with proper chunking strategies, embedding optimization, semantic search, and hallucination guardrails.
We also build autonomous AI agents that handle multi-step workflows, from customer support triage to sales qualification to internal operations. These agents are not simple chatbots. They reason, use tools, and escalate when they hit their limits.
Whether you need a proof of concept in 4 weeks or a full production deployment, we bring the engineering discipline that turns AI experiments into reliable business systems. Our expertise spans prompt engineering, fine-tuning, embeddings, vector search, and retrieval-augmented generation.
What’s Included
- Custom LLM integration
- RAG pipeline development
- AI agent architecture & development
- Prompt engineering & optimization
- Model fine-tuning
- Embedding & vector search implementation
- Semantic search systems
- AI-powered automation workflows
Technologies
Web Application Development
The web is where most businesses live or die. A slow, clunky application costs you customers every day. We build fast, reliable, and beautifully engineered web applications using the modern stack that powers the best products on the internet.
Our core stack is React, Next.js, TypeScript, Node.js, and PostgreSQL. This is not a trendy choice. It is a battle-tested combination that balances developer productivity with production reliability. Server-side rendering for SEO, static generation for speed, and client-side interactivity where it matters.
We build everything from MVPs for seed-stage startups to enterprise-grade SaaS platforms handling millions of requests. Multi-tenant architectures, real-time features, complex permission systems, payment processing, and audit trails are standard in our playbook.
Every application ships with proper error handling, logging, monitoring, and documentation. We write the code your next engineering hire will thank you for.
What’s Included
- Full-stack SaaS applications
- Server-rendered Next.js apps
- Real-time dashboards
- Admin panels & CMS
- E-commerce platforms
- Multi-tenant architectures
- Authentication & authorization
- Payment integration
Technologies
AI Agent Development
AI agents are the next frontier of automation. Unlike traditional chatbots that follow scripts, AI agents reason about problems, use tools, and execute multi-step workflows autonomously. At BigInt Studio, we build production-grade AI agents that handle real business processes end-to-end.
We use LangChain and Claude API to build agents that qualify sales leads, triage customer support tickets, process documents, generate reports, and orchestrate complex workflows across multiple systems.
Every agent we build comes with proper guardrails: tool-use policies, escalation rules, audit logging, and human-in-the-loop checkpoints where they matter. We do not deploy agents that hallucinate or go rogue. Production reliability is non-negotiable.
Whether you need a single-purpose agent that handles invoice processing or a multi-agent system that runs your entire support operation, we design, build, and deploy agents that deliver measurable ROI from day one.
What’s Included
- Custom AI agent development
- Multi-agent orchestration systems
- Tool-use & API integration for agents
- Human-in-the-loop workflows
- Agent monitoring & observability
- Sales & support automation agents
- Document processing agents
- Workflow automation with AI
Technologies
Cloud Infrastructure & DevOps
Your infrastructure should be invisible. When it works, nobody notices. When it breaks, everyone does. We design and implement cloud architectures that scale automatically, recover from failures gracefully, and do not drain your bank account.
We work primarily with AWS and GCP, using Terraform for infrastructure as code so every piece of your environment is version-controlled, reproducible, and auditable. No more snowflake servers that nobody dares to touch.
Our CI/CD pipelines are built with GitHub Actions and are designed for speed and safety: automated testing, preview deployments, canary releases, and one-click rollbacks. Deployments that used to take hours happen in minutes with zero downtime.
Monitoring and alerting are not afterthoughts. We set up comprehensive observability with Datadog or your preferred tooling so you know about problems before your customers do. Every infrastructure engagement includes a cost optimization review because paying for idle resources is a waste.
What’s Included
- Cloud architecture design
- Container orchestration
- CI/CD pipeline setup
- Infrastructure as Code
- Monitoring & alerting
- Auto-scaling configuration
- Disaster recovery planning
- Cost optimization
Technologies
Database Architecture
A poorly designed database is technical debt that compounds daily. Slow queries frustrate users. Bad schemas make features impossible to build. Missing indexes turn a simple page load into a multi-second ordeal. We fix all of this.
PostgreSQL is our database of choice, and we know it deeply. From jsonb indexing to window functions, CTEs to row-level security, partitioning to logical replication, we leverage PostgreSQL features that most teams do not even know exist.
Our database engagements start with a thorough analysis of your current schema, query patterns, and performance bottlenecks. We use tools like pg_stat_statements and EXPLAIN ANALYZE to identify exactly where time is being wasted, then fix it with surgical precision.
For high-traffic systems, we design read replica topologies, implement connection pooling with PgBouncer, and set up intelligent caching layers with Redis. The goal is always the same: fast queries, reliable data, and a schema that evolves gracefully as your product grows.
What’s Included
- Schema design & optimization
- Query performance tuning
- Indexing strategies
- Migration planning
- Read replica setup
- Connection pooling
- Backup & recovery
- Partitioning for scale
Technologies
API Design & Integration
APIs are the contracts that hold modern software together. A well-designed API is a joy to integrate with. A poorly designed one is a source of endless frustration and bugs. We build APIs that developers love to use.
We design RESTful and GraphQL APIs with clear, consistent conventions, proper error handling, pagination, filtering, and comprehensive documentation. Every endpoint is tested, rate-limited, and monitored.
Third-party integrations are a core part of our work. Payment gateways like Stripe and Razorpay, communication platforms like Twilio and SendGrid, analytics tools, CRMs, ERPs, and custom webhook systems. We build unified abstraction layers that insulate your application from the quirks of individual providers.
For teams building platforms, we design API-first architectures with OAuth/SSO, API key management, usage metering, and developer portals. Your API becomes a product in itself.
What’s Included
- RESTful API design
- GraphQL schema design
- Third-party API integration
- Webhook systems
- Payment gateway integration
- OAuth/SSO implementation
- Rate limiting & caching
- API documentation
Technologies
IT Solutions for Local Businesses
Not every business needs a Silicon Valley tech stack. Bengaluru is full of shops, restaurants, clinics, and small businesses that need practical, affordable technology solutions. That is exactly what we deliver.
We build custom POS and billing software tailored to how Indian businesses actually work, with GST calculation, UPI integration, and multi-language support. No more generic software that forces you to change your workflow.
For restaurants and food businesses, we create online ordering systems with WhatsApp notifications that let you take direct orders without paying 25-30% commission to aggregators. Paired with Google Business Profile optimization, your customers find you and order from you directly.
Every solution is designed for the Indian context: works on affordable hardware, handles intermittent connectivity, supports regional languages, and integrates with the payment methods your customers actually use.
What’s Included
- Custom POS/billing software
- Inventory management systems
- Online ordering & delivery
- Google Business Profile optimization
- Digital menu & QR ordering
- WhatsApp Business integration
- Basic website & SEO
- Staff management tools
Technologies
Technical Consulting & Audits
Sometimes you do not need a development team. You need an experienced engineer to tell you what is wrong, what to fix first, and how to get from where you are to where you need to be. That is what our consulting practice delivers.
Our architecture reviews go deep. We examine your codebase, database, infrastructure, deployment pipeline, and monitoring setup. We identify bottlenecks, security vulnerabilities, and architectural decisions that will cause pain as you scale. Then we give you a prioritized, actionable roadmap.
Performance audits are data-driven. We use Lighthouse, WebPageTest, load testing tools, and real user monitoring to establish baselines, identify problems, and measure the impact of every optimization. No guesswork, just numbers.
For teams looking to adopt AI, we offer AI readiness assessments and strategy consulting. We evaluate your data, identify high-impact use cases for LLM integration and RAG pipelines, and create a practical implementation roadmap.
What’s Included
- Architecture review & recommendations
- Performance audit & optimization
- Security assessment
- Tech stack evaluation
- AI readiness assessment
- Code quality review
- Team mentoring & training
- Scalability roadmap
Technologies
Frequently Asked Questions
Common questions about working with BigInt Studio
Projects range from ₹1 lakh for simple websites to ₹50+ lakhs for complex AI systems and enterprise platforms. We provide detailed estimates after a discovery call where we understand your requirements, timeline, and budget constraints. Every project gets a fixed-price quote, no surprise bills.
A simple website takes 2-4 weeks. A full-stack web application typically takes 6-12 weeks. AI/ML projects range from 4-8 weeks for a proof of concept to 3-6 months for production deployment. We provide a detailed timeline during the Blueprint phase.
Yes. We work with early-stage startups and understand the constraints: tight budgets, evolving requirements, speed-to-market pressure. We offer MVP packages designed specifically for early-stage companies.
Absolutely. While we have our preferred tools, we're experienced across a wide range of technologies. If you have an existing codebase in Django, Rails, Vue, Angular, or any other framework, we can work with it. We'll assess and recommend improvements where they make sense.
Yes. We offer monthly maintenance retainers that include bug fixes, security updates, performance monitoring, and feature enhancements. Most clients find that 10-20 hours per month covers their ongoing needs.
Every project gets a dedicated Slack channel (or your preferred platform), weekly video demos, and a shared project board. You'll have direct access to the engineers working on your project, no account managers or middlemen.
You can engage us for any individual service. If you need AI/ML integration into your existing systems, we are happy to work on just the AI layer while your team handles the rest.
Yes, we sign NDAs before every discovery call. Your intellectual property and business information are treated with strict confidentiality. We can also work with your legal team's preferred NDA template.
For web: Next.js, TypeScript, Node.js, PostgreSQL, Tailwind CSS, and Vercel. For AI: Python, LangChain, OpenAI/Anthropic APIs, and vector databases. For infrastructure: AWS, Docker, Kubernetes, and Terraform. These are battle-tested choices that balance developer productivity with production reliability.
Yes. While we're based in Bengaluru, we work with businesses across India and internationally. We are comfortable working across time zones and equipped to handle international payment processing, compliance requirements, and remote collaboration.
This is one of our specialties. We help Bengaluru shops, restaurants, clinics, and SMBs with custom billing software, inventory management, online ordering systems, Google Business Profile optimization, and simple websites that drive local traffic.
Fill out the contact form on this page or email us at yoginth@hey.com. We'll schedule a free 30-minute discovery call within 24 hours to understand your project and provide an initial estimate.