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01Selected Work

Some of the problems we've solved.

A selection of production AI systems, agent runtimes, and engineering platforms delivered for growing companies and enterprise teams.

Software / Product

Restaurant management platform

Problem
Restaurant operators needed one system instead of a patchwork of tools.
What we did
Built a full-stack web and mobile restaurant management platform covering staff, orders and operations.
Outcome
Positioned as the operator's single system for running the business.
Software / Product

AI video search tool

Problem
Finding a specific moment in raw video footage meant scrubbing manually.
What we did
Built an AI video analyzer that takes a video and a plain-language description of the moment you're looking for, with an optional reference image, and returns the match.
Outcome
Turned manual video review into a search query.
Software / Product

Consumer social app

Problem
A student community needed a way to make real friends, not just connections.
What we did
Built a mobile social app designed specifically for college students, from the ground up.
Outcome
Shipped as a product built by and for its own user base.
Software / Product

Enterprise‑Scale Financial Research Platform

Problem
A growing product’s AI was getting slower and more expensive as more people used it.
What we did
Rebuilt the AI execution pipeline and trained a custom model on the company’s own data.
Outcome
Delivered a production AI system that reduced latency and cost while improving accuracy.
Software / Product

Voice‑AI Marketing Activation

Problem
A brand needed a first‑of‑its‑kind voice AI experience for a high‑profile campaign.
What we did
Built an end‑to‑end voice AI pipeline that generated real‑time ad copy and interacted with users.
Outcome
Enabled a seamless, interactive campaign that boosted engagement metrics.
Software / Product

Automated Quarterly Reporting Platform

Problem
Teams spent weeks preparing quarterly reports from raw data and images.
What we did
Created tools that automatically organise and prepare data – both images and text – for AI consumption.
Outcome
Reduced report preparation time from weeks to hours.
Software / Product

IT‑Service Portfolio Automation

Problem
A diversified IT services portfolio needed unified operational automation.
What we did
Built a platform that automates core operations across multiple service lines.
Outcome
Unified automation reduced manual effort and improved consistency.
Software / Product

Fintech Document Verification System

Problem
A fintech platform required more accurate document verification to prevent fraud.
What we did
Developed a custom ML fraud detection system that analyses verification documents.
Outcome
Improved verification accuracy and reduced false‑positive rates.
02// Capabilities

Tougher AI problems we solve

Making an AI agent reliably use internal tools and APIs without breaking things.
Building retrieval that finds the right document, not just a similar one.
Running open-source models efficiently instead of paying for every API call.
Automating a workflow that currently depends on human judgement.
Connecting AI systems to messy, inconsistent enterprise data.
Scaling inference across multiple GPUs without wasting capacity.
03// Engineering

Tougher software problems we solve

Modernising a monolith into services without breaking existing customers.
Making a real-time system — payments, matching, streaming — actually real-time.
Building for two audiences at once: end users and administrators.
Building a technical team fast enough to hit an aggressive roadmap.
Keeping a mobile app reliable across a long tail of devices and OS versions.