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Work

What we build, and what it changed.

These are capability profiles, not named case studies. Client work sits under NDA and we would rather show you the shape of the problem honestly than invent a logo wall.

Want references? Ask on a call — we will connect you with clients in your sector who have agreed to speak.

Printing & signageAI Chatbots

WhatsApp Business Chatbot

The problem
Enquiries arrived on WhatsApp at all hours. The owner answered when he could, which meant evenings and Sundays were dead time for the business and lost time for him.
What we built
A WhatsApp Business agent trained on the product range and price list, wired to qualify the enquiry and book a call slot directly into the calendar.
What changed
Enquiries answered in seconds instead of hours, and nothing arriving overnight goes unanswered.
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Real estateAI Voice Agents

Speed-to-Lead Caller

The problem
Portal leads were called back the next morning, by which point the buyer had already spoken to three other brokers.
What we built
A voice agent that calls within 60 seconds of a form submission, qualifies budget and locality, and books a site visit.
What changed
First contact happens while the buyer is still on the listing page.
About this service
DistributionAI Automation Agents

Invoice Data Extraction

The problem
Two people spent most of every morning retyping vendor bills into the accounting system, and the errors surfaced at month end.
What we built
A vision-and-language extraction pipeline tuned on their actual vendor formats, with a confidence threshold and a human review queue writing into Tally.
What changed
Hours of daily typing became a short review queue of genuine exceptions.
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ManufacturingAI Vision Systems

Face Recognition Attendance

The problem
Card-based attendance was routinely proxied, and disputes at payroll were monthly.
What we built
On-premise face recognition at the gate, deployed on edge hardware so no footage leaves the site, with payroll-ready exports.
What changed
Attendance disputes stopped, and no video goes to the cloud.
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Professional servicesAI Consulting & Enablement

RAG Knowledge System

The problem
Every new joiner spent months learning things that lived only in three people's heads and a decade of scattered folders.
What we built
A retrieval system over their SOPs, past project files and contracts, answering in plain language with a citation to the source document.
What changed
New joiners get useful answers on day one instead of month three.
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E-commerceAI Support Agents

Ticket Triage & Routing

The problem
One person sorted the support inbox every morning before anyone could start replying, so first response was always after lunch.
What we built
Auto-triage that tags, prioritises and assigns every ticket on arrival, with draft replies pulled from the knowledge base.
What changed
First-response time dropped sharply with no extra headcount.
About this service
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