VRISHANK Labs
Production-Grade Full-Stack & Agentic AI

High-Velocity Full-Stack Engineering.
Autonomous Agentic Architectures.

Vrishank Labs engineers robust web and mobile applications integrated directly with self-correcting multi-agent pipelines, RAG engines, and real-time voice AI.

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Architecture

Deterministic

Delivery

Direct Engineers

Core Stack

Next / Flutter / Python

SYSTEM ARCHITECTURE COREENTERPRISE READY

Full-Stack Core

Next.js App Router & Flutter Mobile

Agentic RAG & OCR

Hybrid Vector Search & LlamaParse

Specialized AI

Sub-350ms Telephony & Edge Vision

100% Deterministic Pipelines • Zero Brittle Wrappers
FLAGSHIP PRODUCTION PLATFORMS

In-House Product Innovations

Live enterprise platforms and AI-driven e-commerce systems designed, engineered, and operated by Vrishank Labs.

RAG Conversational Commerce & AI Assistant

Sumritanjan Arts

An e-commerce platform equipped with a pilot RAG (Retrieval-Augmented Generation) sales agent that converts natural language visitor queries into instant, personalized product recommendations and stock insights.

Pilot RAG Sales & Search Agent Integration
Custom Vector Embeddings for Catalog Queries
Headless Storefront Navigation & Filtering
Automated Product Recommendation Engine
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sumritanjan.com
RAG Pilot: Active

Sumritanjan Conversational Engine

Vector Catalog Index & Generative Recommendations

Stack: E-Commerce / RAG AgentLive Production

Engineering Pillars & Capabilities

We structure our capabilities into three core engineering pillars. Inspect any pillar to review its modules, architectural blueprints, and technology stacks.

Software Core

Full-Stack Application Engineering

Production-grade enterprise platforms, lead management systems, and cross-platform mobile ecosystems built on modern server-driven runtimes.

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AI Workflows

Agentic AI & Enterprise RAG Systems

Context-aware Retrieval-Augmented Generation engines, lead qualification AI agents, and deterministic document processing workflows.

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Specialized AI

Specialized Intelligence & Edge Vision

Real-time telephony voice AI agents for sales qualification and edge-deployed computer vision systems.

Inspect Blueprint
ACTIVE ARCHITECTURE BLUEPRINT

Full-Stack Application Engineering

Production-grade enterprise platforms, lead management systems, and cross-platform mobile ecosystems built on modern server-driven runtimes.

System Architecture Flow:
Lead Capture UI ➔ API Gateway ➔ Vector LMS Engine ➔ Sales Pipeline Routing ➔ CRM Sync

Enterprise Lead Management Systems (LMS)

Powering platforms like Vector LMS for real-time lead analytics, status tracking, and automated pipeline execution.

Next.jsTypeScriptTailwind CSSREST/GraphQL

Intelligent Mobile Ecosystems

Cross-platform mobile lead management & CRM tools with offline local sync.

FlutterDartSQLiteEdge ML

Autonomous Storefront Architectures

Headless e-commerce connected to automated order and inventory middleware.

PrestaShopNode.jsHeadless APIsWebhooks

Standard Tech Stack

We rely on clean abstraction layers and deterministic engineering principles to keep codebases resilient, modular, and easy to scale.

Web Tier
Next.jsReactTypeScriptTailwind CSS
Mobile Systems
FlutterDartSQLiteEdge AI
Core Backend & Intelligence
Node.jsPythonFastAPIVector DBsLangChainCrewAI
Infrastructure & Automation
Temporal.ioAWSGoogle CloudPostgreSQLDocker

Initiate an Architecture Scope

Send your specifications to schedule an initial consultation.