NewMulti-agent swarms for regulated industries

We engineer intelligent systems that run your business.

JP INFOTECH designs and ships autonomous AI agents, enterprise RAG and cloud-native platforms for companies that can't afford to get it wrong.

Book a consultation How we deliver

Successful Deliveries: 850+
Global Enterprise Clients: 140+
AI & Software Engineers: 120+

release v2.4 · on track

Week 1 of 9

● Bengaluru · London · San Francisco · Singapore— 24/7 follow-the-sun delivery

Engineered with the stack leading enterprises trust

OpenAI GPT-4oAnthropic Claude 3.5 SonnetGoogle Gemini 1.5 ProMeta Llama 3.3 70BDeepSeek R1Mistral Large 2PineconeQdrantChromaDBNeo4j GraphRAGLangGraphLlamaIndexNext.js 15/16React 19TypeScriptTailwind CSSThree.jsFramer Motion & GSAPElectronPythonGoRustNode.jsLaravelPHPPostgreSQLMySQLRedisAmazon Web ServicesGoogle Cloud PlatformMicrosoft AzureKubernetesDockerTerraform

[01]Live orchestration

Watch agents plan, act and verify — in real time.

Every system we ship runs on the same loop: a planner decomposes the goal, specialists execute, and a validator must reach consensus before anything touches production.

How our agents work

Objective

Provision a high-availability Kubernetes cluster, configure an Istio service mesh, and deploy 14 microservices with zero downtime.

PlannerTask decomposition & DAG
ResearcherCloud topology & quota analysis
ExecutorTerraform & Helm dispatcher
ValidatorCanary health & chaos probes

agent-session · microservices-deploy

0/7

$ jp-swarm run --objective "Autonomous cloud swarm"
▍

[02]Capabilities

Three practices. One engineering standard.

AI & Autonomous Systems

Agents, multi-agent swarms, RAG knowledge engines and fine-tuned LLMs with guardrails your risk team signs off on.

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Product Engineering

SaaS platforms, enterprise applications and immersive web experiences built on Next.js, Go and Rust.

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Cloud & Platform

Kubernetes, GitOps and FinOps on AWS, GCP and Azure — self-healing infrastructure with 99.99% SLAs.

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01

AI Agent Development

Self-governing AI agents with memory, tool calling, and cognitive loop execution that run complex end-to-end workflows without human intervention.

LangChainLangGraphLlamaIndex

02

Multi-Agent AI Systems

Coordinated swarms of specialized AI agents collaborating hierarchically to tackle massive enterprise problems with decentralized resilience.

CrewAILangGraphAutoGen

03

Generative AI Solutions

Enterprise-grade generative solutions spanning text, code, audio, 3D assets, and vision models customized for proprietary business domains.

Hugging FacevLLMTensorRT

04

LLM Integration & Fine-Tuning

Production-grade integration of premier LLMs (OpenAI, Anthropic, Gemini, DeepSeek, open-weights) with prompt routing, caching, and rate limiting.

LiteLLMPortkeyLangfuse

05

RAG Solutions & Knowledge Engines

Enterprise knowledge retrieval with advanced chunking, hybrid BM25 + dense vector search, reranking, and citation guarantees.

PineconeQdrantChromaDB

06

Next-Gen AI Chatbots

Omnichannel AI conversational agents that resolve customer queries, schedule appointments, qualify leads, and connect to CRM systems in real time.

Next.jsWebSocketTailwind CSS

07

AI Automation & Workflow Orchestration

Automate complex manual operations, document processing, invoice reconciliation, and cross-platform synchronization with cognitive workflows.

n8nTemporalPython

08

Modern Web Development

Blazing-fast, SEO-optimized, highly responsive web apps built with Next.js, React, PHP / Laravel and MySQL or PostgreSQL.

Next.jsLaravelPHP

09

Mobile App Development

Beautiful, 120fps fluid mobile applications engineered with React Native, Flutter, Swift, and Kotlin with offline-first synchronization.

React NativeFlutterSwift

View all 19 services

By the numbers

Outcomes speak louder than decks.

Since 2012, we've shipped production systems for enterprises across four continents.

Successful Deliveries: 850+
Global Enterprise Clients: 140+
AI & Software Engineers: 120+
Average Client ROI: 12.4x

[03]Selected work

Measured in millions, not milestones.

All case studies

Logistics & Freight

$4.2M/yr

Fuel Cost Savings

Autonomous Supply Chain Swarm Intelligence

Deployed a decentralized swarm of 24 specialized AI agents that dynamically reroute global cargo ships, forecast port congestions, and negotiate customs clearances in real time.

62%

Port Delay Reduction

94.6%

Automated Routing Decisions

FinTech & Banking

$18.5M

Fraud Losses Prevented

Sub-15ms AI Fraud Defense for Banking

Architected a real-time graph neural network and LLM verification engine analyzing 80,000 transactions per second to block fraudulent wire transfers before funds settle.

79%

False Positive Reduction

Diagnostic Research Time

HIPAA-Compliant Clinical RAG Copilot

Built an offline air-gapped clinical knowledge engine synthesizing 15 million patient records and biomedical research papers for 3,000 oncologists with verifiable medical citations.

99.98%

Citation Accuracy

3,200+

Active Doctors Onboarded

E-Commerce

+38%

Checkout Conversion Lift

Next-Gen 3D Generative Product Configurator

Interactive WebGL and generative 3D visualizer empowering shoppers to customize fabrics, lighting, and materials in real time with photorealistic rendering on the web.

-45%

Return Rate Drop

+210%

Average Session Duration

This is the first AI tool our physicians actually trust. The citations are indisputable and instant.

Dr. Arvind PatelChief Medical Information Officer, MedHealth Hospital Network

[04]How we deliver

From first call to production in nine weeks.

Our process

[01]Week 1
Cognitive Discovery & Architecture
Deep-dive alignment into your business bottlenecks, technical constraints, data architecture, and AI feasibility. We architect comprehensive system blueprints and threat models.
[02]Week 2 - 3
Interactive 3D & Rapid Prototype
Creation of clickable high-fidelity Figma design systems, interactive 3D WebGL prototypes, and baseline LLM prompt benchmark harnesses for stakeholder validation.
[03]Week 4 - 7
Agent & Core Engineering
Production development using Next.js, TypeScript, Python, and LangGraph. Building autonomous reasoning loops, deterministic guardrails, and modular microservices.
[04]Week 8
Security, Fine-Tuning & Evaluation
Red-teaming against prompt injection, latency profiling, load testing at 50,000+ concurrent requests, and fine-tuning domain models for zero hallucination.
[05]Week 9
Zero-Downtime Cloud Deployment
Automated GitOps release onto AWS/GCP/Azure with Kubernetes, multi-region failover, cloud cost controls, and end-to-end monitoring.
[06]Ongoing
Autonomous Monitoring & Evolution
24/7 telemetry tracking model drift, API latency, and automated retraining pipelines to ensure continuous competitive advantage.

[05]Industries

Built for high-stakes sectors.

Regulation, latency and auditability are design inputs, not afterthoughts.

Security & compliance

Built for trust at scale.

Zero-trust architecture, private model hosting and audit trails on every agent action — ready for your security review on day one.

SOC 2 Type II
ISO 27001
HIPAA
GDPR & CCPA
PCI DSS
OWASP LLM Top 10

FAQ

Questions, answered.

Chatbots merely generate text replies to prompts. Autonomous agents perceive objectives, create step-by-step action plans, execute code/APIs, verify results, and iteratively solve problems until the goal is achieved.

We engineer intelligent systems that run your business.

Watch agents plan, act and verify — in real time.

Three practices. One engineering standard.

AI & Autonomous Systems

Product Engineering

Cloud & Platform

AI Agent Development

Multi-Agent AI Systems

Generative AI Solutions

LLM Integration & Fine-Tuning

RAG Solutions & Knowledge Engines

Next-Gen AI Chatbots

AI Automation & Workflow Orchestration

Modern Web Development

Mobile App Development

Outcomes speak louder than decks.

Measured in millions, not milestones.

Autonomous Supply Chain Swarm Intelligence

Sub-15ms AI Fraud Defense for Banking

HIPAA-Compliant Clinical RAG Copilot

Next-Gen 3D Generative Product Configurator

From first call to production in nine weeks.

Cognitive Discovery & Architecture

Interactive 3D & Rapid Prototype

Agent & Core Engineering

Security, Fine-Tuning & Evaluation

Zero-Downtime Cloud Deployment

Autonomous Monitoring & Evolution

Built for high-stakes sectors.

Built for trust at scale.

Know your budget in thirty seconds.

Questions, answered.

Let's build what's next, together.

We engineer intelligent systems that run your business.

Watch agents plan, act and verify — in real time.

Three practices. One engineering standard.

AI & Autonomous Systems

Product Engineering

Cloud & Platform

AI Agent Development

Multi-Agent AI Systems

Generative AI Solutions

LLM Integration & Fine-Tuning

RAG Solutions & Knowledge Engines

Next-Gen AI Chatbots

AI Automation & Workflow Orchestration

Modern Web Development

Mobile App Development

Outcomes speak louder than decks.

Measured in millions, not milestones.

Autonomous Supply Chain Swarm Intelligence

Sub-15ms AI Fraud Defense for Banking

HIPAA-Compliant Clinical RAG Copilot

Next-Gen 3D Generative Product Configurator

From first call to production in nine weeks.

Cognitive Discovery & Architecture

Interactive 3D & Rapid Prototype

Agent & Core Engineering

Security, Fine-Tuning & Evaluation

Zero-Downtime Cloud Deployment

Autonomous Monitoring & Evolution

Built for high-stakes sectors.

Built for trust at scale.

Know your budget in thirty seconds.

Questions, answered.

How do autonomous agents differ from standard chatbots?

Can we review high-stakes actions before execution?

Can RAG handle complex tabular data and diagrams inside PDFs?

How quickly can an engagement start?

Do you work with in-house engineering teams?

Let's build what's next, together.