AI Case Studies

Production AI systems we've shipped for enterprise teams and software companies — agents, RAG, computer vision and secure infrastructure.

Real-Time Voice AI for Inbound Customer Support — A real-time voice agent for inbound customer support — sub-500ms latency, natural turn-taking, deep integration with the existing CRM — reducing load on human agents by ~40%.

Real-Time Voice AI for Inbound Customer Support

A real-time voice agent for inbound customer support — sub-500ms latency, natural turn-taking, deep integration with the existing CRM — reducing load on human agents by ~40%.

AI Agents
Enterprise Legal RAG — GraphRAG for 1,000+ Lawyers — A GraphRAG backend for legal document analysis — clause extraction, cross-document reasoning, and grounded answers over contracts, statutes and case law — used by 1,000+ lawyers in production.

Enterprise Legal RAG — GraphRAG for 1,000+ Lawyers

A GraphRAG backend for legal document analysis — clause extraction, cross-document reasoning, and grounded answers over contracts, statutes and case law — used by 1,000+ lawyers in production.

Enterprise RAG
Concierge AI Agent — 24/7 Lead Qualification & Bookings — A 24/7 concierge agent that qualifies inbound leads and books property viewings across WhatsApp and Zillow, with full HubSpot integration so the sales team picks up the conversation where the agent left off.

Concierge AI Agent — 24/7 Lead Qualification & Bookings

A 24/7 concierge agent that qualifies inbound leads and books property viewings across WhatsApp and Zillow, with full HubSpot integration so the sales team picks up the conversation where the agent left off.

AI Agents
Secure On-Premise AI Infrastructure — A private, air-gapped LLM infrastructure inside the customer data centre — vLLM serving on NVIDIA A100s — so every AI workload (RAG, summarisation, internal copilots) runs without sending data to public AI APIs.

Secure On-Premise AI Infrastructure

A private, air-gapped LLM infrastructure inside the customer data centre — vLLM serving on NVIDIA A100s — so every AI workload (RAG, summarisation, internal copilots) runs without sending data to public AI APIs.

Secure / On-Prem AI
Computer Vision — 24/7 Plant Safety Monitoring — YOLOv8-based safety monitoring running on edge devices (NVIDIA Jetson) inside the steel plant — 24/7 detection of helmet and high-visibility vest compliance with real-time alerts to the safety team.

Computer Vision — 24/7 Plant Safety Monitoring

YOLOv8-based safety monitoring running on edge devices (NVIDIA Jetson) inside the steel plant — 24/7 detection of helmet and high-visibility vest compliance with real-time alerts to the safety team.

Computer Vision
Industrial RAG — Technical Documentation Knowledge Base — An AI knowledge base over 10,000+ pages of technical documentation — equipment manuals, maintenance procedures, safety standards — with hybrid search and grounded answers for plant operators and engineers.

Industrial RAG — Technical Documentation Knowledge Base

An AI knowledge base over 10,000+ pages of technical documentation — equipment manuals, maintenance procedures, safety standards — with hybrid search and grounded answers for plant operators and engineers.

Enterprise RAG
FinTech AI Agent — Card Network Rulebook RAG — An AI agent that parses Visa and Mastercard rulebooks, predicts interchange fees per transaction and answers internal compliance questions grounded in card-network documentation.

FinTech AI Agent — Card Network Rulebook RAG

An AI agent that parses Visa and Mastercard rulebooks, predicts interchange fees per transaction and answers internal compliance questions grounded in card-network documentation.

AI Agents
Multi-Agent Crypto Due Diligence on LangGraph — A multi-agent due-diligence system on LangGraph that researches crypto projects across on-chain data, GitHub activity, team signals and social channels — compressing 8 hours of analyst work into roughly 10 minutes.

Multi-Agent Crypto Due Diligence on LangGraph

A multi-agent due-diligence system on LangGraph that researches crypto projects across on-chain data, GitHub activity, team signals and social channels — compressing 8 hours of analyst work into roughly 10 minutes.

AI Agents
Real-Time Recommender System for Fashion E-commerce — A real-time product recommender for an e-commerce catalogue — content-based and collaborative signals combined — serving personalised suggestions in under 10ms per request.

Real-Time Recommender System for Fashion E-commerce

A real-time product recommender for an e-commerce catalogue — content-based and collaborative signals combined — serving personalised suggestions in under 10ms per request.

AI Integration

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