What is a RAG pipeline and why do enterprises need one?

A RAG (Retrieval-Augmented Generation) pipeline connects your enterprise knowledge base to an LLM, enabling accurate AI responses grounded in your own data. Enterprises in finance, healthcare, and legal rely on RAG to query internal documents, compliance records, and proprietary databases without hallucination.

Which industries does Sthambh serve with AI solutions?

Sthambh builds production-grade AI systems for financial services (banks, insurance, fintech), healthcare, and legal enterprises. Our RAG pipelines, LLM integrations, and AI agents comply with HKMA, MAS, and HIPAA regulatory requirements.

How long does a free AI readiness assessment take?

Sthambh's AI readiness assessment takes 1-2 weeks and covers your data infrastructure, use case prioritisation, compliance considerations, and a recommended AI roadmap. It is free for qualifying enterprise clients.

What is the difference between RAG and fine-tuning an LLM?

RAG retrieves relevant documents at query time, keeping your knowledge current without retraining. Fine-tuning embeds knowledge into model weights and is more expensive, requires retraining as data changes, and is prone to hallucinations. For most enterprise use cases RAG is faster to deploy, cheaper to maintain, and more accurate.

Does Sthambh work with companies in Singapore and Hong Kong?

Yes. Sthambh works with enterprises across Singapore, Hong Kong, and the United States. We have deep expertise in MAS and HKMA regulatory requirements and build compliance-aware AI systems for APAC and US markets.

Enterprise AI Engineering: From Pilot to Production

Sthambh designs and deploys production-grade AI systems — RAG pipelines, LLM integrations, and custom AI agents — so your team can move from proof-of-concept to real business impact.

From proof-of-concept to production AI — in weeks.

We architect RAG pipelines, LLM integrations, and AI agents that solve real enterprise problems, not just demos.

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Enterprise AI without the enterprise price tag.

Two senior AI engineers, fully focused on making your AI work in production. Faster delivery, lower cost, zero fluff.

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Experienced teams and an agile framework, we prioritise the commercial goals of the client to deliver the highest business value.

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We deliver AI systems that
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AI Agents & Process Automation

From autonomous research agents to multi-step workflow automation — we build AI agents that take action and deliver results, not just generate text.

RAG Pipeline Development

We design and deploy Retrieval-Augmented Generation systems that give your AI accurate, grounded answers from your proprietary data — no hallucinations.

AI Readiness Assessment

A structured 2-week engagement to map your highest-value AI opportunities, identify technical gaps, and deliver a clear production roadmap. Free for qualifying companies.

LLM Integration & Fine-Tuning

Connect OpenAI, Anthropic, Gemini, or open-source models to your workflows — with custom prompts, guardrails, and domain-specific fine-tuning.

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Telemedicine

Healthcare is broken. Fix it by building a better virtual solution with a telehealth app or a web platform

Industries we serve

Edtech Apps

Learning can be tough, but building a learning app shouldn’t be

Industries we serve

Fintech

Fintech projects are strict.
We bring our innovative approach to it.

WHAT OUR CUSTOMERS SAY

“Sthambh has consistently demonstrated a deep understanding of our needs and delivered high-quality digital solutions. Their commitment to excellence and innovative approach has made them a key partner in our success..”

We have been working with Sthambh for over a year, and their team's proactive nature and technical expertise stand out. They have always exceeded our expectations, delivering on time and with remarkable precision

The team has earned our trust through their reliable service and attention to detail. They take ownership of the project and have helped us achieve critical milestones with ease

Organizations recognized our work

Sthambh has been recognized as a Leader in the 2022 Gartner®

We use latest technologies to run your project smoothly

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AI solutions built and deployed for enterprise

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Enterprise AI Engineering: From Pilot to Production

From proof-of-concept to production AI — in weeks.

Enterprise AI without the enterprise price tag.

We deliver AI systems that drive measurable business results

AI Agents & Process Automation

RAG Pipeline Development

AI Readiness Assessment

LLM Integration & Fine-Tuning

AI solutions built and deployed for real-world impact

Convenience and learning, all at your fingertips

Your trusted partner for hassle-free legal solutions, right at your fingertips

Bite-sized learning modules for easy absorption and retention

Industries we’ve excelled in

Telemedicine

Edtech Apps

Fintech

Organizations recognized our work

Sthambh has been recognized as a Leader in the 2022 Gartner®

We use latest technologies to run your project smoothly

Create a great career and grow your future with Sthambh

AI solutions built and deployed for enterprise

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Redefining industries through custom product development.

Redefining industries through custom product development.

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We deliver AI systems that
drive measurable business results