
Products built to last.
Not just to ship.
Our Approach
Built for scale.
Designed for people.
Building products that last means caring about more than the code. Every product we ship is designed around the humans who use it, the scale it needs to reach, and the problem it genuinely solves.

Purpose-Built
Every product is engineered from scratch for its specific domain - not adapted from a template or re-skinned boilerplate. We start with the problem, not the solution.
Production-Grade
We build for the complexity of real systems, not demo environments. Offline-first, scalable architecture, and edge-case handling are non-negotiable from day one.
Full-Stack Ownership
We own the entire product lifecycle - from architecture decisions to post-launch iteration. There's no handoff to a separate ops team. We ship it and we stand behind it.
Recent Products
What we've shipped
Every product in our portfolio started with a real problem and a conviction that it could be solved better. Here's what we've built - and how we built it.
The TradePack
TradePack is a compliance and site-management platform for subcontractors - replacing clipboards with digital tools that keep teams compliant and audit-ready.
Built around six core site workflows - timekeeping, H&S, QA, snagging, permits, and automated reporting - all validated on real construction sites.





The TradePack
TradePack is a compliance and site-management platform for subcontractors - replacing clipboards with digital tools that keep teams compliant and audit-ready.
Built around six core site workflows - timekeeping, H&S, QA, snagging, permits, and automated reporting - all validated on real construction sites.
- Timeclock - fast, accurate clock-in for every operative from their phone
- Friday Pack auto-generates your complete weekly client report instantly
On-Site Field Research
Ran on-site field research with subcontractors to map exact paperwork flows before designing the digital replacement system.
Pilot Site Launch
Launched with induction forms and daily sign-on flows, onboarded 3 pilot sites within the first month of release.
Offline-First Rollout
Rolling deployment with feature flags, QR-code worker onboarding, and offline-sync for low-connectivity job sites.
The VibeX
VibeX is an AI-powered app builder that turns prompts into full-stack web applications - no boilerplate, no configuration, no setup.
A multi-agent pipeline interprets product intent, scaffolds architecture, and generates production-ready code in a single seamless flow.


The VibeX
VibeX is an AI-powered app builder that turns prompts into full-stack web applications - no boilerplate, no configuration, no setup.
A multi-agent pipeline interprets product intent, scaffolds architecture, and generates production-ready code in a single seamless flow.
- Build complete full-stack apps from a single natural language prompt
- Multi-agent pipeline handles backend, frontend, and deployment in one go
Agentic Workflow Design
Mapped the full agentic workflow - from natural language parsing to code scaffolding - before writing a single line of implementation.
Prompt-to-Product MVP
Shipped a working v1 that generates a complete app from a single prompt; iterated with real users to expand scope progressively.
Live Deployment & Feedback
Continuous deployment on Vercel with automated testing, preview environments, and live model feedback loops baked in.
Rempath Health
Rempath brings hospital-quality pathology directly to patients - on-demand home testing without the wait or the commute.
A two-sided platform connecting patients with a booking flow and clinicians with an operations dashboard, integrated into lab information systems.



Rempath Health
Rempath brings hospital-quality pathology directly to patients - on-demand home testing without the wait or the commute.
A two-sided platform connecting patients with a booking flow and clinicians with an operations dashboard, integrated into lab information systems.
- On-demand home pathology - hospital-quality testing without the clinic visit
- Automated encrypted result delivery direct to patients after testing
Diagnostic Journey Mapping
Mapped the full diagnostic journey from booking to result delivery, identifying every friction point in the existing process.
Metro Area Launch
Launched home blood-draw bookings across 2 metro areas, validating the logistics model with real patients before scaling.
HIPAA-Aligned Infrastructure
HIPAA-aligned infrastructure, automated result notifications, and a clinician portal for order management and tracking.
The EQuip
EQuip is an open-source AI model that translates plain-language queries into production-ready Elasticsearch DSL - 95.8% accuracy, 45ms latency, zero DSL expertise needed.
Fine-tuned a 3B-parameter LLM on thousands of NL-to-DSL pairs with a rigorous evaluation harness covering accuracy, latency, and edge cases.



The EQuip
EQuip is an open-source AI model that translates plain-language queries into production-ready Elasticsearch DSL - 95.8% accuracy, 45ms latency, zero DSL expertise needed.
Fine-tuned a 3B-parameter LLM on thousands of NL-to-DSL pairs with a rigorous evaluation harness covering accuracy, latency, and edge cases.
- 95.8% accuracy on benchmark datasets - state of the art for NL-to-Elasticsearch
- Fully open-source under MIT licence - free to use, modify, and self-host
Schema Design & Evaluation
Designed the NLI-to-DSL mapping schema and defined evaluation metrics before any model training began to ensure measurable quality.
Open-Source Alpha Release
Released an open-source alpha handling 80% of common query patterns; gathered community feedback to refine intent boundaries.
PyPI & Hosted API Launch
Published on PyPI with CI/CD on GitHub Actions, containerised for self-hosted use, and a hosted API for teams who need zero setup.
Young Heart Screening
Young Heart Screening delivers cardiac ECG screening to schools across the UK - detecting hidden heart conditions before they become dangerous.
A platform coordinating mobile screening teams, digital consent, and GDPR-compliant result delivery - every ECG reviewed by consultant cardiologists.




Young Heart Screening
Young Heart Screening delivers cardiac ECG screening to schools across the UK - detecting hidden heart conditions before they become dangerous.
A platform coordinating mobile screening teams, digital consent, and GDPR-compliant result delivery - every ECG reviewed by consultant cardiologists.
- 1 in 200 students screened are identified with conditions requiring medical attention
- All ECG results reviewed by consultant cardiologists, not algorithms
Compliance & Consent Scoping
Worked with cardiologists and school administrators to map compliance, consent, and logistics requirements before scoping.
3-School Pilot Programme
Piloted with 3 schools, processing 200+ screenings per day with automated result reporting to parents via email.
Encrypted Result Delivery
Encrypted result delivery, a school admin portal, and a dedicated mobile app for screening teams on the day.
Avatr
Avatr is a Web3.0 recruitment platform where individuals tokenise their workplace performance as fractionalized NFTs - your data, your ownership, your rewards.
Built on Polygon with ERC-20 TLNT tokens and fractionalized NFTs linked to real performance data, forming a P2P talent marketplace.




Avatr
Avatr is a Web3.0 recruitment platform where individuals tokenise their workplace performance as fractionalized NFTs - your data, your ownership, your rewards.
Built on Polygon with ERC-20 TLNT tokens and fractionalized NFTs linked to real performance data, forming a P2P talent marketplace.
- Tokenise your workplace performance as fractionalized NFTs - own your professional record on-chain
- P2P recruitment inside a $100 trillion global employment market - no middlemen
Smart Contract Architecture
Designed the smart contract architecture for credential issuance and on-chain verification before any front-end work began.
Testnet Validation
Launched CV verification and employer confirmation flows on Polygon testnet, validated with 5 pilot employers.
Mainnet Launch & Onboarding
Mainnet deployment with gas optimisation, IPFS for credential storage, and MetaMask-free onboarding for non-crypto-native users.
These are our most recent launches — we've shipped many more products across every industry.
Proven Results
The Numbers Behind
the Work
Every project we ship leaves a measurable mark. These are the numbers that reflect the depth of our commitment and the real-world impact we deliver for our clients.
3X
Faster AI Deployment
20+
Products Shipped
100K+
Hours of Engineering
40+
Automation Workflows Built
15+
Industries Served

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