AI Consulting · Systems Architecture · Edge AI

We build systems
that solve.

No setup hassle. No bloat. Just custom AI systems, agents, and workflows built around your business.

Mumbai, India · Available Worldwide

Trusted Integrations · Deployed Systems

LLM OpenAI GPT-4o
LLM Anthropic Claude
Agents LangChain
Backend FastAPI
Frontend Next.js
Deploy Vercel
Voice AI Twilio Voice
Comms WhatsApp Business API
Database Supabase
IoT ESP32 / Edge
Vision AI YOLOv8
Core Python
IoT MQTT
Data PostgreSQL
UI Framer Motion
Dashboard ThingsBoard
LLM OpenAI GPT-4o
LLM Anthropic Claude
Agents LangChain
Backend FastAPI
Frontend Next.js
Deploy Vercel
Voice AI Twilio Voice
Comms WhatsApp Business API
Database Supabase
IoT ESP32 / Edge
Vision AI YOLOv8
Core Python
IoT MQTT
Data PostgreSQL
UI Framer Motion
Dashboard ThingsBoard
High-Performance Architecture Studio

AI Built by Operators,
Not Theorists.

Most consultancies sell AI strategy decks. We sell execution. We architect the intelligence layer that powers your business, from specialized fine-tuning and agentic orchestration to seamless enterprise integration.

Focus // Bottleneck

Generic SaaS wrappers fail when faced with unique business complexity.

Step 0 1 // Deep Tech

0-to-1 Engineering

We don't build wrappers. We build custom infrastructure from the ground up to solve high-friction, complex problems.

Focus // Bottleneck

Scalability issues surface rapidly when backend plumbing isn't robust.

Step 0 2 // Performance

Low-Latency Architecture

Python and FastAPI middleware engineered for speed and reliability, ensuring zero bottlenecks in your data flow.

Focus // Bottleneck

Disconnected systems lead to severe operational inefficiencies.

Step 0 3 // Integration

System Orchestration

Unifying enterprise APIs and deploying agentic AI pipelines that eliminate workflow drag.

Focus // Bottleneck

Most AI agencies only understand software, leaving physical deployments vulnerable.

Step 0 4 // Edge

Hardware-Software Synergy

Complex hardware-software orchestration that actually makes AI operational in the physical world.

Our Process

How We
Work.

From first call to production deploy — a clear, structured path with no surprises.

Week 1–2
01

Discovery & AI Audit

We map your current operations, data flows, and manual bottlenecks to identify the highest-ROI opportunities for AI integration.

Week 2–3
02

Architecture Design

We design the system blueprint — selecting the right models, infrastructure, and integration points before writing a single line of code.

Week 3–8
03

Build Sprint

We build custom LLMs, agentic workflows, and integrations in focused delivery sprints. No bloat, no generic tooling.

Ongoing
04

Deploy & Scale

We deploy to production, monitor performance, and optimize throughput until the system runs autonomously and reliably.

Fractional Systems Operators

Full-Stack
Operations.

We don't just write isolated code; we orchestrate systems. Perfect for growth-stage companies needing to fix the plumbing.

AI Consulting
Bottleneck

Chasing generic AI hype without a clear path to return on investment.

AI Strategy & Readiness

Outcome

We audit your data architecture and operational workflows to identify the highest-ROI opportunities for AI integration.

AI Engineering
Bottleneck

Manual bottlenecks and inefficient, unstructured data processing.

Custom LLMs & Agentic Workflows

Outcome

We build specialized, secure LLM orchestrations and autonomous agents that replace manual workflows and drive tangible business value.

Systems Architecture
Bottleneck

Isolated AI models that fail to integrate with existing legacy systems.

Enterprise AI Integration

Outcome

We deploy robust, low-latency AI models directly into your existing software and physical hardware ecosystem, ensuring seamless operation.

Benchmarking

The Service
Comparison.

Capability
Lamb Tech
SaaS Wrapper
In-House Team
0-to-1 Architecture
Custom Build
Pre-packaged only
Months to deploy
Pipeline Orchestration
Full-Stack Sync
Isolated tools
Fragmented
Edge AI Capabilities
Hardware + Software
Cloud only
Hardware + Software
Commercial Velocity
Revenue Aligned
Unrelated to growth
Slow iterations
Cost Structure
Predictable
Per-seat fees
Salary + Overhead
Case Blueprints

Case
Blueprints.

Proven operational frameworks delivered for Melbourne and Sydney's most ambitious boutique teams.

Supply Chain Blueprint

SUPPLY CHAIN ANOMALY & RE-ALLOCATION ENGINE

Tracks inventory bottlenecks across distribution nodes in real-time and automatically models re-allocation strategies using operational data telemetry.

Tech Stack
Python · FastAPI · OptaPlanner · Redis
AI Infrastructure Blueprint

AI INFRASTRUCTURE & CLOUD COST OPTIMIZATION GATEWAY

Intelligent gateway system that monitors and routes LLM/API requests to optimize inference expenditure, balance token load, and minimize latency.

Tech Stack
Rust · LiteLLM · Prometheus · Docker
Compliance Blueprint

REGULATORY COMPLIANCE PIPELINE

An automated filing assistant designed to streamline compliance workflows while maintaining strict human-in-the-loop oversight and verification logging.

Tech Stack
LangChain · Python · OCR Vision · PostgreSQL
Agentic AI Blueprint

CAREER TRANSITION & UPSKILLING CONCIERGE BOT

An intelligent agent built to map skills gaps, analyze resume profiles, and generate personalized role progression roadmaps for targeted career tracking.

Tech Stack
Next.js · VectorDB · OpenAI Embeddings · Node.js
Enterprise ERP Blueprint

PROJECT ERP WITH AUTOMATED SCOPE GUARDRAILS

A client-facing management platform designed to monitor deliverables, resource velocity, and feature creep in real-time with automated trigger alerts.

Tech Stack
Next.js · PostgreSQL · Prisma · Webhooks
Sovereign Establishment

Lamb
Tech.

Lamb Technology & Consulting is a deep-tech AI consulting firm headquartered in Mumbai, India . We specialise in custom AI systems, autonomous agents, and high-stakes operational infrastructure for ambitious enterprises.

From Mumbai's financial sector to global enterprises, we deliver low-latency AI pipelines, edge deployments, and the automation necessary to eradicate workflow drag — across India and worldwide.

“The market is exhausted by consultants who only deliver slide decks. We are the strike team that actually builds the engine.”

Standards & Integrity
System Orchestration
Edge Deployments
Hardware Synergy
Common Questions

Frequently
Asked
Questions.

Straightforward answers about working with Lamb Technology & Consulting — India's boutique AI consultancy.

What does an AI consulting engagement with Lamb Tech look like?

We run focused 90-day build sprints. Week 1–2 is discovery and AI audit. Week 2–3 is architecture design. Week 3–8 is the build. After that we deploy to production and optimize. No slide decks — you get working software.

Do you serve businesses outside of Mumbai?

Yes. While we are based in Mumbai, we serve enterprises across India and worldwide. Our work is delivered remotely with on-site collaboration when required.

Can you integrate AI into our existing CRM, ERP, or data stack?

Absolutely. We deploy AI into your existing systems — Salesforce, SAP, Zoho, custom databases — without requiring you to rebuild your technology stack. Integration is a core part of every engagement.

How is Lamb Technology & Consulting different from a large IT consulting firm?

We are a lean, senior team — every engagement is handled by experienced engineers and architects. No outsourcing, no junior developers, no 200-slide strategy reports. We measure success by working systems in production.

What industries do you work with?

We work across BFSI, real estate, manufacturing, logistics, healthcare, e-commerce, and B2B SaaS. Our AI systems are industry-agnostic — the use cases vary, but the engineering rigour is the same.

How do we get started?

Book a discovery call via the form on this page. We'll scope your highest-ROI AI opportunity and propose a clear 90-day engagement plan. No commitment required for the first call.

Lamb Tech · Latency Cost Calculator

Stop losing money to operational drag. Enter your monthly transaction volume to see your estimated inefficiency cost.

Monthly Transactions
Private Inquiry

Let's map your
AI architecture.

Skip the generic AI hype. Book a 30-minute technical discovery call where we will analyze your operational bottlenecks and map out a viable, high-ROI AI integration plan.

Establishment Mumbai, India

Briefing Details

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Bespoke Data Security · Secure Sync