We Build
AI-Driven RAG
Solutions.
Vadodara-based AI engineering firm building retrieval-augmented generation (RAG) systems, LLM apps and AI agents — specified up front and delivered in agile sprints, alongside the web and mobile products that carry them.
Our Services
AI-first engineering — RAG systems, AI agents and the products around them, specified up front and shipped in agile sprints.
RAG Solutions
Retrieval-augmented generation (RAG) systems that ground LLM answers in your own documents, databases and APIs — so responses are accurate, current and traceable to a source.
Learn more about RAG Solutions- Document ingestion, chunking & embeddings
- Vector & hybrid search over your data
- Cited answers with source attribution
- Evaluation for retrieval quality & hallucinations
AI Agents & LLM Integration
LLM-powered features, AI agents and MCP tool calling embedded directly into your product, automating workflows with your live business data.
Learn more about AI Agents & LLM IntegrationCustom Software Development
Bespoke web apps and SaaS tools built on scalable cloud architecture, specified up front and delivered in agile sprints.
Learn more about Custom Software DevelopmentWebsite Development
Responsive, high-performance websites built with modern frameworks — from landing pages to complex web portals.
Learn more about Website DevelopmentSpec-Driven Agile Development
AI projects fail when nobody defines what “good” looks like. We write it down first, then deliver against it in short, demo-driven sprints.
Specify
We start with a written spec: goals, user stories, acceptance criteria, data sources and the metrics an AI feature must hit.
Architect
Retrieval pipeline, model selection, API contracts and infrastructure are designed against the spec before code is written.
Build in Sprints
Short agile sprints with a working demo at the end of each one. The spec evolves with your feedback, so scope never drifts silently.
Evaluate
Every release is tested against the spec — including retrieval accuracy, answer grounding and hallucination checks for RAG features.
Launch & Improve
We ship to production, monitor real usage and answer quality, and feed what we learn into the next sprint.
TollPassCogniTCXT — our AI-powered chat commerce platform for WooCommerce, and TollPass — an offline Android app that finds every toll plaza on your Indian highway route.
Explore our productsHave a project in mind?
Book a free AI consultation — tell us about the RAG solution, AI agent or digital product you want to build and we'll suggest an approach. No cost, no commitment.
Book a Free ConsultationVadodara, Gujarat, India