Models & media
Custom models & generative media
Train and adapt models for jobs APIs miss — plus image, vision and multimodal pipelines with brand controls where it matters.
Software for how work actually gets done
We engineer the systems businesses run on.
Spreadsheets. Half-connected tools. Software that no longer fits. When that pile starts costing time, we help clear it and build what should replace it. Start with what is getting in the way.
Business systemsAutomationModernisation
What we build
Sites, stores, software and AI systems your team can run.
Customer-facing experiences, the tools people live in every day, and AI that stays under control — shaped around how the work already happens.
Websites
Revenue websites
Help people understand the business, trust it and take the next step — enquire, book or buy.
Plan a revenue websiteCommerce
Ecommerce systems
Catalogue, pricing, payments, inventory and fulfilment in one commerce core — online and in-store.
Plan an ecommerce systemSoftware
Business software
Workflows, approvals, customer data and team visibility shaped around how your company operates.
Discuss a business systemAutomation
AI & automation
Cut repetitive work out of documents, email, reporting and data moves — with people still deciding what matters.
Find an automation opportunityProduct
Product engineering
Take a product from early release through production — the kind of system people keep using after the launch week.
Discuss a productModernisation
App modernisation
Fix what is holding the business back. Keep what still works. Skip the risky full rewrite unless you truly need one.
Improve an existing systemLLM & RAG
LLM & RAG engineering
Ground language models in your documents and systems so answers stay useful — and checkable.
Discuss LLM & RAGPrivate AI
Private & open-source AI
Run models where you need them — your cloud, your network — when data location and control matter.
Discuss private AIAgents
Agentic AI & MCP systems
Agents that call tools and systems with clear boundaries — including MCP-style interfaces where they fit.
Discuss agentic systems
Edge & IoT
Edge AI & intelligent IoT
Inference and sensing closer to the device when latency, bandwidth or offline use rules the design.
Discuss edge AIDecisions
Decision intelligence & optimisation
Turn operational data into clearer choices — forecasts, ranking, allocation — with humans still accountable.
Discuss decision systemsProduct or custom engineering
Use what already works. Build what has to be yours.
Custom software is not always the right call. If a product already does the job properly, we will say so. Sometimes you adopt, sometimes you build, sometimes you connect the two.
Adopt
Use a product
The workflow is common enough that mature software already covers the hard parts well.
Best when you need speed and a known path
Use a product
Engineer
Build custom
Your way of working is part of the advantage — and off-the-shelf tools keep forcing the wrong process.
Best when process itself is a competitive edge
Build custom
Compose
Combine both
Keep proven products where they earn their keep. Build the integrations and operating layer around them.
Best when ripping everything out would be unnecessary risk
Combine bothSelected client work
A few projects that show the kind of work we do.
Internal systems, operational platforms and digital products — the sort of engagements where the engineering has to hold up under real use, not just look finished.
See more work →
Business software
Audit workflow platform
BeondAudit
Audits lived in spreadsheets, folders and email. We pulled the workflow into one system the team could actually run — with clearer review, evidence and control.
Details
Enterprise SaaS
Healthcare operating platform
Healthcare Operating System
A multi-tenant platform for clinics and diagnostics. The brief was practical: grow without losing grip on security or day-to-day operations.
Details
Digital product
Creative workflow product
Dreamz Comic Builder
Turns conversations into editable comics. We engineered the mobile app and backend so creators could move quickly without fighting the tools.
DetailsIndustries we work with
Different industries. Same pressure: systems that keep pace.
We are most useful where software, approvals, customer journeys and internal teams all have to stay in sync — and usually do not.
Audit, accounting & compliance
Review, evidence, approvals and deadlines — work that falls apart when it lives only in inboxes and shared drives.
Legal & business services
Documents, client tracking and hand-offs that need a clear trail — not another spreadsheet nobody owns.
Healthcare & consultation
Scheduling, records and follow-up for practitioners who cannot afford messy handovers between tools.
SaaS & digital products
Product and platform work for teams shipping software — whether it is customer-facing or an internal tool that still has to last.
Retail & commerce
Catalogues, orders, pricing and stores that need to stay connected to stock and fulfilment.
Manufacturing & operations
Where task control and process reliability matter more than buying another generic dashboard.
Workspaces & hospitality
Bookings, member journeys, property workflows and guest experience — usually more moving parts than they look.
Service businesses
Growth that depends on replacing manual coordination with clearer systems and someone who owns the process.