Enterprise Technology Stack | Vishleshan | Enterprise AI & Digital Solutions

Technology Stack

Open source, cloud-native, and enterprise-ready. Built to integrate with what you already have.

Built on open source. Enterprise-grade by design.

We build on open source technologies because they are battle-tested, community-proven, and free from vendor lock-in. Our clients own their platforms — not a licence agreement. Every system we build can be maintained, extended, and scaled without dependency on a single vendor's roadmap.

Core Stack

Our core stack spans AI, data, application, and infrastructure layers for building enterprise digital products.

AI and Intelligence

LLMs and RAG systems
Agent orchestration
Conversational and search systems

Data and Retrieval

Data pipelines and ingestion
Vector databases and indexing
Structured and unstructured data

Application Layer

Backend services and APIs
Frontend applications
Workflow and task systems

Search and Discovery

Semantic search
Document and knowledge retrieval
Recommendation systems

Infrastructure

Cloud and hybrid deployment
Containers and orchestration
CI/CD and monitoring

Integrations

ERP and CRM systems
Third-party APIs
Messaging and event systems

Development Tools & Technologies

Angular

React

Python

mySQL

Linux

.net framework

Qdrant

Android

IOS

Azure

AWS

PostgreSQL

Oracle

Solr

Google Cloud

SQL Server

Redis

Figma

MongoDB

Node.js

Zeplin

How we approach technology

We choose the right tool for the job — not the most popular one.

We don't have a preferred stack we force onto every project. We assess your existing systems, your scale requirements, and your team's capabilities — then design the right combination of technologies to deliver what you need in production.

Selected based on use case, not convention
Built to integrate with existing ERP, CRM, and legacy systems
Designed for production from day one — not retrofitted
Deployable on cloud, on-prem, or hybrid environments

System Architecture

Every system we build follows an API-first, modular architecture designed to scale and integrate without disruption.

LLM + RAG systems for retrieval and reasoning
API-first architecture for system integration
Modular services across workflows and applications
Real-time processing for data, events, and actions

How we build

We define the problem, map workflows, and design how the system should work — before a line of code is written.

Identify use cases and user flows from real operational contexts
Map business processes end to end across stakeholders
Define system behaviour, logic, and edge cases upfront
Validate with business and technical teams before build begins
Reduce rework by solving the right problem first

Every client we work with has been told by someone before us that their systems are too complex to integrate. We've never believed that. The complexity is real — but so is the solution. We just have to be willing to stay in it long enough to find it.

Complexity isn't a reason to walk away. It's the reason we're here.

Deepak Gupta

Delivery & Operations, Vishleshan AI Solutions

APIfy Framework

The connective tissue between your enterprise systems and every digital and AI platform we build.

APIfy is Vishleshan's API-first integration framework — a simple, open, cloud-native architecture built in two layers. It ingests data from your existing systems, consolidates it into a unified data store, and makes it available to every application and AI layer without disrupting what you already have.

Integrates across diverse data sources and formats
Cloud-native, scalable, and security-first
No rip and replace — works with what you already have

How APIfy works

Two layers. One governed data ecosystem.

APIfy Core ingests structured, semi-structured, and unstructured data from your ERP, CRM, and backend systems into a unified data store. Core is untouchable — no external application can access it directly.

APIfy Skin exposes that data via APIs to web and mobile applications, AI platforms, reporting tools, and third-party systems — giving every consumer a clean, governed data interface.

Single source of truth for every application
Self-service data access without backend exposure
DevOps-governed for performance and compliance

Frequently asked questions

Common questions about how Vishleshan builds enterprise platforms.

Vishleshan builds on an open source, cloud-native stack — covering frontend frameworks, backend services, data engineering, AI and ML infrastructure, DevOps, and enterprise integration. Every platform is API-first and designed to integrate with existing ERP and legacy systems.

Open source technologies are battle-tested, community-proven, and free from vendor lock-in. Our clients own their platforms outright — no proprietary dependency, no licence renegotiation, and no constraint on future development or scaling.

Yes. Our APIfy framework is specifically designed to connect enterprise systems — ERP, CRM, MES, SCADA, and legacy platforms — through clean, reusable APIs without requiring core system replacement or big-bang migrations.

APIfy is Vishleshan's proprietary API-first integration framework. It connects enterprise systems through structured APIs — enabling data to flow between ERP, digital platforms, AI layers, and partner ecosystems without disrupting existing infrastructure.

Yes. Our platforms support on-premises, private cloud, and hybrid deployment configurations — designed for enterprises with data residency, security, and compliance requirements.

All our platforms are designed mobile-first for field teams, dealers, distributors, and technicians who work away from a desk. This includes multilingual interfaces, offline capability where required, and role-based UX tailored to each user type.

The right stack makes the difference between a pilot and a platform.

Tell us what you're building. We'll design the system and choose the right tools.

Book a demo