Industries
How this works in your industry.
We build any web, AI or data software a sector needs. Each section below shows where it fits, including the ready-made solutions we can start from, and what a first pilot could look like.
01 · Energy and utilities
Energy and utilities
Transformers, breakers and substation equipment are expensive to replace and slow to source. Knowing which unit to act on first decides where the outage budget goes.
We build web apps, AI and data systems for energy and utility teams. Where it often starts:
Where it fits
- Asset health scores transformers from dissolved gas, oil quality, electrical tests and inspections, with the reason behind every score.
- The same engine extends to breakers, cables and generator transformers with a ruleset for each class.
- Solar plant reporting produces daily generation reports with shortfall causes and field issues from WhatsApp.
- Data pipelines bring historian exports, lab results and work orders into one place, on AWS, Microsoft Azure, Google Cloud or your own servers.
A first pilot could be
Score one substation group or one class of asset from your real test records, and check the ranking against what your engineers already know.
02 · Mining
Mining
A haul truck down for a shift costs a shift of tonnes. The warning signs are usually already there, in oil samples, vibration routes, payload data and operators' pre-start checks. We help mining operations put those signals to work.
We build web apps, AI and data systems for mining teams. Where it often starts:
What we do for mining
- Equipment health. Condition scores for haul trucks, excavators, crushers and conveyors from oil analysis, vibration, temperatures, payload and inspection findings, built on our asset scoring engine with a ruleset for each equipment class.
- Downtime and maintenance planning. Downtime logged by cause, and a ranked worklist that feeds shutdown and PM planning, so the next stand-down is planned rather than discovered.
- Fuel and shift reporting. Fuel issued, litres per hour and per tonne, loads, payload and cycle times from dispensing, telematics and dispatch exports, in one end-of-shift report built by our data pipelines.
- Safety and inspection capture. Pre-start checks, hazard reports and inspection findings captured by phone with a photo or a voice note, routed to the right supervisor and tracked to close-out.
- Answers on site. An assistant that answers from your maintenance manuals and site procedures, and shows the page it used.
A first pilot could be
One equipment class, such as haul trucks, scored from a year of records, plus an automated end-of-shift fuel and production report from your existing exports.
03 · Logistics
Logistics
Margins depend on how full each vehicle runs, how many hours each driver works and how reliably each delivery lands in its window.
We build web apps, AI and data systems for logistics teams. Where it often starts:
Where it fits
- Route planning builds daily routes around windows, capacity and hours-of-service limits.
- Data and dashboards bring delivery, fuel and cost data into one set of numbers.
- AI assistants answer where-is-my-order questions from live order data.
A first pilot could be
Run the route planner on a few weeks of your past orders and compare its plans with the routes your team actually drove.
04 · Retail
Retail
Store deliveries, stock levels and customer questions all move faster than the weekly report that is supposed to track them.
We build web apps, AI and data systems for retail teams. Where it often starts:
Where it fits
- Data and dashboards turn point-of-sale and stock exports into daily views per store.
- Route planning plans deliveries from warehouse to stores, or from stores to customers.
- AI assistants handle order, return and product questions from your own policies.
A first pilot could be
Automate one report your team builds by hand every week, such as sales and stock by store, and run it daily instead.
05 · Healthcare
Healthcare
Staff lose time hunting through policies and procedures, and equipment maintenance is tracked on paper or in spreadsheets.
We build web apps, AI and data systems for healthcare teams. Where it often starts:
Where it fits
- AI assistants answer staff questions from approved policies and procedures, and show the source.
- Condition scoring tracks the condition and service history of facility equipment.
- Data and dashboards for bed use, staffing and supplies.
A first pilot could be
An internal assistant over one department's procedures. Patient data stays out of scope unless your compliance team approves it in writing.
Start with a conversation
Tell us what's slowing your operation down.
A 30-minute call with the people who would build it. You leave knowing whether a pilot makes sense, and what it would cover.