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15+ Years in Software Engineering  ·  Ex‑Amazon  ·  Ex‑Microsoft

Intelligent Software
Built Around Your Business.

From AI-powered tools for sales teams to warehouse video analytics and modern ERP dashboards — Avant Garde Labs builds software that solves real operational problems.

💬
QuoteAssist
Quotes in seconds. From a WhatsApp message.

What it does

  • Generates PDF quotations and proforma invoices automatically from natural language
  • Accepts text, voice messages, and handwritten image inputs
  • Live stock queries directly from Tally ERP
  • Fetches real time copper and aluminium prices; sends daily price alerts
  • Handles multi-turn conversations — follow-ups carry context forward
  • Pricelist updates via a simple admin interface — no developer required
  • Works on WhatsApp and Telegram
Fits: electrical cable distributors, wire dealers, industrial goods distributors

Adapt This For Your Business →
⚙ Technical Architecture
QuoteAssist System Architecture
<2s Response time
99.9% Uptime
3 Input modalities
~$5 Hosting / month
Backend
Rust (Tokio, Axum)
AI / LLM
Claude API, Groq (switchable at runtime)
OCR / Transcription
AWS Textract, Whisper
Messaging
Telegram Bot API, Twilio (WhatsApp)
Database
PostgreSQL (Supabase)
ERP Integration
Tally XML API via WebSocket
Deployment
Docker, DigitalOcean App Platform
Hot reload
LLM and pricelist switchable at runtime — no restarts
📷
Action Search
Know what entered your site. Know when it left. Search it later.

Smart Alerts and Google like search for your CCTV Feed.

Action Search connects to existing CCTV cameras and continuously analyses the feed. It identifies vehicles, cranes, and people — tracking each one over time — and logs a structured event every time something arrives at or departs from the monitored area. Those events are instantly searchable. Alerts arrive in Telegram the moment an event is detected. No footage leaves the premises. No cloud subscription required. Works on commodity hardware.

Fits: warehouses, logistics hubs, manufacturing facilities, industrial sites

Adapt This For Your Facility →
⚙ Technical Architecture
Architecture diagram — coming soon
40ms Per frame (pipeline)
2–3 FPS processed
100% On-premise
Language
Rust
Detection model
YOLO v11 segmentation
Classification
CLIP (zero-shot, OpenAI)
Tracking algorithm
Hungarian (LAPJV) + visual re-ID
ML runtime
ONNX Runtime 2.0
Video input
RTSP / FFmpeg
Database
SQLite (local) / Turso (cloud sync)
Alerts
Telegram Bot API
📊
StockIQ
The modern analytics layer Tally doesn't give you.

StockIQ connects to Tally's built-in API — no plugin, no modification to how your team uses Tally — and presents a modern operational dashboard directly in a browser. Accessible from any device on the local network.

What it does

  • Cut-length analysis — identifies cable batches below sellable threshold
  • Reorder dashboard across different products
  • Colour-coded wire stock grid by brand and size
  • Per-item movement metrics: turnover ratio, days inventory on hand, margin, ROI
  • Full purchase and sales history per item in a single view
  • Runs on the same Windows machine as Tally — no extra hardware
  • No internet connection required; no data leaves the local network
Fits: electrical cable and wire distributors using Tally ERP

Adapt This For Your Business →
StockIQ wire grid view
⚙ Technical Architecture
Browser (HTML / JS / WASM) ←HTTP→ Rust Server ←HTTP/XML→ Tally ERP (port 9000)
Server
Rust (Axum, Tokio)
Analysis engine
Rust → WebAssembly (wasm-bindgen)
Frontend
Vanilla HTML / JS / CSS
Data source
Tally ERP XML API
Caching
Local JSON file (daily, IST timezone)
Deployment
Single executable + static folder

From First Call to Live System

The engineering is already built. What happens between first contact and go-live is a focused, low-friction process — not a six-month project.

1

Understand your setup

2

Configure and integrate

3

Deploy and support

Typical deployment: 2–6 weeks from first conversation to live system.

Senior Engineering.
Available for Hire.

Avant Garde Labs takes on a limited number of contract and consultancy engagements for software and technology companies. 15 years of systems engineering experience across demanding technical environments — applied to your specific problem.

  • 🤖 AI Systems Development
  • Green Field Software Projects
  • 🔄 Legacy System Modernisation
  • 🧭 Technical Advisory

15+ years in software engineering. Industry experience across e-commerce, search engines, blockchain and smart contract development. Production deployments across AI systems, blockchain infrastructure, smart surveillance and ERP integration.

Built by someone who understands the problem.

Avant Garde Labs is a focused, one-person software studio. I've spent 15 years building software at scale — at Amazon, at Microsoft, and across distributed systems, AI integration, and blockchain infrastructure.

The products on this site grew out of direct experience working inside distribution and logistics businesses — understanding their operational workflows, their constraints, and the specific gaps that generic software never fills. That domain depth is what makes the software specific enough to be genuinely useful.

Working with Avant Garde Labs means working directly with the engineer who built the system. No account managers, no handoffs.

AI & Agentic Systems

  • LLM integration
  • Multi-agent orchestration
  • Multi-modal pipelines
  • Production AI deployment
  • Observability & cost tracking

Software Engineering

  • Rust
  • WebAssembly
  • Real-time / WebSocket systems
  • ONNX / ML inference pipelines
  • Performance optimisation

ERP & Integration

  • Tally ERP (XML API)
  • Legacy system modernisation
  • Webhook & messaging APIs
  • PDF generation pipelines

Blockchain

  • Cairo / Starknet
  • Solidity / EVM chains
  • Smart contract development
  • DeFi protocol development
  • Cross-chain bridges

Let's Talk.

Interested in our products?

Get in touch with details about your business and which product interests you. A short conversation is usually enough to establish whether it's a fit and what adaptation would involve.

automation@avantgardelabs.in

Looking to hire or consult?

Available for senior contract engineering and technical advisory work. Share the problem and we can explore whether there's a fit.

automation@avantgardelabs.in