⚡ Real-time Agent Fleet Active    •    💼 Enterprise CRM & ERP Solutions Live    •    🚀 Scale Your Operations with Autonomous AI    •    ⚡ Built for High-Growth Teams    •    💼 Real-time Webhook & n8n Automation    •    🚀 99.98% System Uptime
Agent Fleet Live
Empowering Modern Brands

We build custom software & AI agents that scale your business.

Mossware Labs is a premier software engineering agency specializing in autonomous AI agents, enterprise CRM/ERP systems, automated multi-channel pipelines, and high-conversion digital platforms.

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Test AI Sandbox ↓
50+ Platforms Built
35+ Custom CRM & ERPs
4+ Countries Served
99.9% Automation Uptime
Mossware System Engine v4.2
LIVE TELEMETRY
Pipeline Value $94,250
Lead Scoring 99.4% Match
Active Agents 12 Running
Live Pipeline Queue
Inbound Lead Triage ✓ Executed
Vector DB Embedding ✓ Synced
ERP Invoice Dispatch ✓ Dispatched
Fleet Health 100%
Agent Status
Live Logs
Lead Qualified
Enterprise Lead • WhatsApp
✓
Invoice Dispatched
Stripe API webhook ($3,400)
✓
$ python mossware_agent.py --fleet=enterprise
> Initiating autonomous AI worker...
> Embedding schemas loaded (0.04s)
> Listening on webhook: /v1/triggers/live
> Stream online. 1,420 events processed.
n8n Workflows
Custom ERP
Agentic AI

Powering digital backbones across global systems

Interactive Live Demo

Experience the Agent Fleet in real-time.

Select an industry below and run a live simulation to see how Mossware custom agents automate data pipelines, qualify leads, and synchronize enterprise ERPs.
agent_flow_ecommerce.ts
Ready
// System initialized. Select a scenario and execute simulation.
// Target workflow: Inbound Order → Vector Fraud Check → Automated Invoice → WhatsApp Status
Latency: 142ms Accuracy: 99.8%

Autonomous Workflow Pipeline

Idle
1
Inbound Trigger Webhook received from Shopify & WhatsApp API
2
LLM Context & Decision Evaluating query against vector database & pricing rules
3
ERP / CRM Synchronize Updating inventory DB and generating PDF invoice
4
Omnichannel Output Dispatching instant WhatsApp notification & Stripe link
Strategic Capabilities

We build scalable business systems.

From modern high-converting websites to deep enterprise automation, custom CRMs, and agentic workflows that save hundreds of hours every week.
AI-First
01 // Intelligence #01

Autonomous AI Agents

Custom multi-agent workflows, LLM tool-calling engines, and autonomous background workers that monitor logs, route leads, and execute logic 24/7.

GPT-4o & Claude Vector Memory Tool Calling WhatsApp Bots
Enterprise Scale
02 // Systems #02

Custom CRM & ERP Solutions

Purpose-built enterprise ERPs and bespoke CRM architectures tailored precisely to your operational nuances. Trusted across 35+ active companies.

Lead Funnels Inventory Sync Billing Hooks Multi-Tenant
Modern UI
03 // Core #03

Web Applications & Commerce

Ultra-fast, high-converting responsive web apps built with modern typography, smooth micro-animations, and ironclad security.

Next.js / Vite Sub-second LCP Responsive
Workflows
04 // Operations #04

n8n & Zapier Pipelines

Seamless workflow integrations, automated invoicing, customer notification chains, and database synchronizers that eliminate human bottleneck.

n8n Self-Hosted Webhooks Stripe & Slack
Conversational
05 // Support #05

Omnichannel AI Assistants

Smart context-aware AI assistants deployed across WhatsApp Business API, Telegram, and website widgets for instant customer onboarding and support.

WhatsApp Cloud RAG Memory 24/7 Triage
Startups
06 // Innovation #06

Rapid MVP Development

Go from product specification to live production launch in 3 to 4 weeks with robust architecture ready for early venture funding.

Rapid 3-Wk Build Scale Ready Pitch Ready
Interactive ROI Estimator

Calculate your annual savings with AI.

See how many hours of manual effort and business capital your team can reclaim by automating routine data entry, customer triage, and invoice routing.
10 people
1 person 50 100+
8 hrs/wk
2 hrs 15 hrs 30 hrs
$35 / hr
$15/hr $75/hr $150/hr
ESTIMATED RECLAIMED VALUE
$102,200
Projected Annual Cost Reclaimed
2,920 hrs Hours Saved / Year
< 30 Days Est. Payback Time

Ready to deploy custom automation designed for your exact schema?

Claim Custom Automation Blueprint →
Proven Track Record

Engineered for measurable impact.

Explore how we deployed custom AI systems, bespoke ERPs, and high-converting platforms for real scaling companies.
B2B Automation & AI Agents

RelayOS Enterprise

Autonomous inbound lead triage and real-time WhatsApp & Slack customer routing.

+380% Lead Response Speed
22 hrs/wk Manual Effort Saved
99.9% Webhook Reliability
FastAPI OpenAI Function Calling WhatsApp Cloud API PostgreSQL
Custom Healthcare ERP

Calicut Medical Centre

End-to-end multi-clinic operations platform, patient intake scheduler, and automated SMS alerts.

1,400+ Active Patient Records
0 Scheduling Conflicts
<100ms Record Query Time
Custom ERP Core Automated Dispatch Role-Based Auth Audit Logging
High-Speed E-Commerce

Gulvanya Store

Ultra-responsive headless luxury e-commerce engine with automated inventory and payment webhooks.

0.7s Page Load Benchmark
+42% Spike in Conversions
100% Mobile Responsive
Modern Headless UI Stripe / Razorpay SEO Optimized CDN Caching
AI-First Paradigm

Ready to go AI-First?

Traditional systems require manual clicks, tedious human data entry, and constant oversight. Our custom agents monitor your logs, automate database pipelines, qualify incoming customer leads, and execute background logic in real-time.

  • Autonomous agents integrated directly into Slack & WhatsApp Business
  • Context-aware database triggers matching legacy PostgreSQL & MongoDB schemas
  • Full analytics observability and automatic error alerting pipelines
Request AI Architecture Audit
System Agent Engine Active Tasks
Log Parser OK (0.02s)
Lead Router Active
Mailer Daemon Running
Run Fleet Diagnostic
Stripe Sync Success
CRM Webhook Synced
LLM Vector Ready
Analytics Online
n8n Active
Fleet 100% Up
Execution Blueprint

Simple process, serious results.

We work as an extension of your core team, converting business bottlenecks into scalable technology backbones.
Phase 01
Understand & Map

First, we map your current operational flows—identifying time leaks, manual friction, and high-leverage automation opportunities.

Weeks 1-2
Phase 02
Architect & Build

Your custom system, AI agent, or web architecture is designed, developed, and rigorously stress-tested for scale.

Weeks 3-5
Phase 03
Deploy & Train

We deploy directly into your active infrastructure, conducting live training and walkthroughs so your team operates effortlessly.

Week 6
Phase 04
Scale & Automate

We monitor telemetry, fine-tune models, and add new integration hooks to continuously amplify productivity.

Ongoing Growth
Our Philosophy

Why work with Mossware?

Our software engineering philosophy bridges the gap between world-class design aesthetics and scalable distributed architecture.
01

World-Class Aesthetics

We build interfaces that look breathtaking, utilize tactile micro-interactions, and command immediate customer trust.

02

Agentic Efficiency

We craft AI workflows and autonomous agents that eliminate repetitive manual labor, saving your team hundreds of operational hours.

03

Bulletproof Architecture

Our backend systems use type-safe databases, custom CRM hooks, and clean APIs engineered to handle millions of requests without breaking.

Client Feedback

Loved by scaling companies.

Read how we transformed traditional manual processes into sleek, high-converting digital architectures.
The branding, speed, and responsive layout matches global benchmarks. Our user engagement and web conversions have spiked dramatically post-launch.
A
Anjana
Founder, Gulvanya
Working with Mossware Labs on our digital educational platform was seamless. They turned complex student dashboards into simple, interactive pages.
N
Natalia
Founder, Create Kids Edu
Their custom AI CRM completely automated our lead routing and database tracking. We saved over 20 hours of manual entries every single week.
D
Dietmer
Executive, RelayOS
The custom enterprise ERP system they designed handles our entire inventory, billing, and procurement pipelines flawlessly. Truly reliable architecture.
S
Sreenath
Operations Lead, Calicut Medical
Direct Engagement

Let's build something legendary.

Book an architecture consultation, message us directly on WhatsApp, or send your project specifications using the secure portal form.

Engineering HQ Kerala, India (Global Remote Support)
Direct WhatsApp Line +91 70267 60467