Expanding Insights

Intelligence built for your business.

Custom machine learning models, intelligent chatbots, and AI agents. Trained on your data. Deployed into your workflows. Getting smarter every day.

What we build

We build AI that understands your industry, your terminology, and your edge cases. No generic models with a logo slapped on. These are systems built for your business that improve the longer they run.

Custom ML Models

Classification, prediction, and anomaly detection. Trained on your data, deployed into your systems, and improving over time.

Intelligent Chatbots

Conversational AI that knows your products, policies, and customers inside out. Deployed on your website, WhatsApp, or internal tools.

AI Agents

Agents that monitor, decide, and act on their own. Market surveillance, content generation, operational triage. You set the rules, they do the work.

Real results. Real businesses.

Every project here was scoped, built, and delivered by our team.

Telecommunications

Automated Ticket Categorisation

Context: A telecoms provider processed thousands of customer support tickets daily across multiple channels.

Problem: Manual triage was slow, inconsistent, and misrouted roughly 20% of tickets. Resolution times suffered and customers were frustrated.

Solution: We trained a custom NLP classifier on two years of historical ticket data, integrated it into their helpdesk via API, and added a confidence threshold that escalates edge cases to a human.

Triage accuracy hit 94%, average first-response time dropped by 40%, and the support team reclaimed over 60 hours per week.

NLPClassificationSupport
Retail

Social Media Customer Bot

Context: A mid-size retailer received hundreds of repetitive enquiries across Instagram and Facebook daily.

Problem: Two full-time staff were dedicated to answering the same sizing, shipping, and returns questions. Tone was inconsistent and responses outside business hours were delayed or non-existent.

Solution: We built a conversational AI agent connected to their product catalogue and order system, deployed across Meta channels with automatic handoff to a human for complex issues.

80% of enquiries resolved without human intervention. Average response time went from 4 hours to under 30 seconds.

ChatbotSocial MediaE-commerce
Professional Services

Website Lead Qualification Chatbot

Context: A consulting firm's website generated traffic but converted poorly. Most visitors left without making contact.

Problem: The contact form was generic and buried. Visitors with real intent were treated the same as casual browsers, and the sales team had no way to prioritise inbound leads.

Solution: We deployed an AI chatbot on the homepage that asks qualifying questions, identifies service fit, captures contact details, and books calls directly into the team's calendar.

Qualified lead volume increased 3× in the first month. Sales team reported higher conversation quality and shorter close cycles.

Lead GenChatbotConversational AI
Financial Services

Market Intelligence Agent

Context: A portfolio management team needed to stay on top of breaking news, regulatory changes, and competitor moves across dozens of markets.

Problem: Analysts spent the first two hours of every day scanning news feeds, emails, and reports manually. Critical developments buried in noise were regularly missed.

Solution: We built an autonomous AI agent that monitors 200+ sources, classifies relevance by portfolio exposure, and delivers a prioritised briefing to each analyst by 7 AM.

Analyst prep time dropped from 2 hours to 15 minutes. Two material risk events were flagged weeks before they appeared in mainstream coverage.

AI AgentNLPFinance

Got questions?

Talk to our AI for instant answers, or book a call with the team to scope your project. No pitch decks, no filler meetings.