- Answers from your own data
- RAG
- Picked for cost and privacy
- Any model
- To one AI vendor
- No lock-in
- Starting price
- From ₹1L
What does an AI development company build?
An AI development company builds software that runs on AI models. WebMarv builds AI assistants, RAG search over your documents, recommendation engines, copilots and AI SaaS, with models chosen for cost, accuracy and privacy.
- Part of
- Software Engineering
- Best for
- Founders building an AI product
- Starts from
- ₹1L
- First step
- Free audit
Before and after
Sound familiar? Here is what AI Software Engineering changes.
Current Friction
WebMarv Architecture
Current FrictionYou have an AI product idea but no team to build it.
WebMarv ArchitectureA working AI product built on your data.
Current FrictionStaff can't find answers buried in documents.
WebMarv ArchitectureAnswers from your own documents, with the source shown.
Current FrictionAI demos look good but break on real data.
WebMarv ArchitectureModels chosen and tested for quality, cost and privacy.
What's included
What AI Software Engineering covers. Pick one piece or the whole set.
What we build
- AI SaaS
- AI assistants
- AI applications
- AI search
- RAG systems
- Knowledge systems
- Recommendation engines
- AI dashboards
- AI copilots
- AI-powered products
- Multi-agent applications
AI Software Engineering services
Need one thing? Go straight to it.
Enterprise RAG & Semantic Search
Retrieval-Augmented Generation (RAG) connects large language models directly to your company's private documents, contracts, codebases, and databases. WebMarv builds secure RAG systems that provide instant, accurate answers with direct source citations and zero hallucinations.
Custom LLM Fine-Tuning & Model Serving
Custom LLM fine-tuning trains open-source models (such as Llama, Mistral, or Qwen) on your proprietary datasets, tone of voice, and specialized workflows. WebMarv curates training datasets, conducts parameter-efficient fine-tuning (LoRA), and deploys self-hosted models for maximum privacy and low latency.
Embedded AI Copilots & Task Agents
Embedded AI copilots integrate contextual AI assistants directly into your web applications and internal tools. WebMarv builds intelligent assistants that draft emails, analyze spreadsheet datasets, generate reports, and trigger software actions through natural language prompts.
How it works
Four steps. No guesswork.
- 01
Free scoping
We map your operations, users and goals before any design.
- 02
Plan and quote
You get the scope, tech stack, timeline and price in writing.
- 03
Build in releases
You review working software every release, not only at the end.
- 04
Launch and support
We deploy, monitor and keep improving it after go-live.
Is it a fit?
Right for you. Or not. We will say which.
A good fit if you are
- Founders building an AI product
- Companies adding AI to an existing product
- Teams that want a search over their own documents
Not the right fit if
- A simple rule or search box would solve it. We will say so.
- There is no data or clear use case yet.
By industry
How industries use AI Software Engineering. Same service, shaped for each.
Pricing
What does it cost?
From ₹1L
Every solution is scoped around your business, complexity and the outcomes you need. We quote after a free audit.
SCOPE & PRICING DETERMINANTS
- 01Number of screens, features and user roles
- 02Integrations with payments, CRM or other systems
- 03How fast you need to launch
Our promises
What you can count on.
Free audit first
We look at your current setup before we quote. There is no obligation to go ahead.
Price in writing
Scope, price and what you get are written down before any work starts.
You own the work
The code and content we build for you are yours. Ownership is in the agreement.
Straight answers
If an existing tool or a smaller fix will do, we tell you. Even when it is not a WebMarv project.
Short releases
You see working software as it is built, so nothing is a surprise at launch.
Identify your biggest revenue leak in 30 minutes.
In your country
Local versions of this service. Hours, currency and rules for your market.
AI development company for UAE businesses
For businesses in Dubai, Abu Dhabi, Sharjah.
AI software development and custom LLM solutions for US enterprises
For businesses in New York, Austin, San Francisco.
AI solutions, custom LLMs, and RAG development for Singapore businesses
For businesses in Singapore.
FAQ
AI Software Engineering questions
Not answered here? Ask us directly.
What is RAG?
RAG (retrieval-augmented generation) lets an AI answer from your own documents and data instead of only what it was trained on. It is how a business builds an assistant that gives accurate, sourced answers.
How is this different from Automation Engineering?
AI Software Engineering builds an AI product. Automation Engineering uses AI to run your own operations.
What is a RAG system?
RAG lets an AI answer from your own documents and data instead of guessing.
Which AI models do you use?
We choose per project for quality, cost and data privacy, and avoid locking you to one vendor.
How much does WebMarv charge for AI development?
WebMarv's AI development work is part of Software Engineering, which starts from ₹1L. The final price depends on scope and is agreed in writing after a free audit.
How do I get started with AI development?
Book a free audit. We review your current setup, then send a written plan and quote. There is no obligation to go ahead.