Ventures

Platforms we own. Ventures we power. One team behind both.

05 — Platforms

Platforms & ventures

The platforms we own and the core we build ventures on — one team from sensor or spec to a product that ships.

Geological drill core samples in trays.
BuiltEdgeMining & exploration

Platform · Exploration geology

An AI geologist that works offline, in the field

SectorMineral exploration & mining
What it isOffline geology toolkit
DeploymentFully offline · on-prem · bring-your-own-key (BYOK)
The problem

Your geologists spend their days cleaning data instead of interpreting it.

What it does

An offline toolkit that cleans drillhole, assay and core data and answers your questions in plain language.

Why it matters

The model goes to the rig with you — your data never leaves site, and one analyst does the work of several.

Offline
Zero data egress
Field-ready
Runs on a laptop
0×
Analyst output — indicative
Built-in QA
Drillhole validation
Aquaculture water tanks and netting.
BuiltEdge / on-premIndustrial & aquaculture

Platform · Industrial IoT & control

From watching the asset to running it

SectorProcess, water & aquaculture ops
What it isEdge sensing + automated control
DeploymentLoRaWAN · edge · on-prem
The problem

Plants and farms run on manual readings — the loss has happened before the number reaches the clipboard.

What it does

Solar sensors feed an on-site server that opens and closes your gates and valves, with a person in the loop.

Why it matters

It runs alongside your equipment — no rip-and-replace, proven at full plant scale.

Sense→Actuate
Closed control loop
~7 km
Wireless range
Edge
Runs on-site
0
Changes to controllers
01FIELD SENSINGMultiparameter + levelSolar · LiFePO4Corrosion-grade02LoRaWAN MESHRedundant gateways~7 km range100+ nodes each03EDGE GATEWAYMQTT · on-premEMQX + TimescaleDBDashboard · alerts · app04AUTOMATED CONTROLGates & valvesHuman-in-the-loopActs on live signalCLOSED CONTROL LOOP · SENSE → DECIDE → ACTUATE
Reference architecture · edge IoT and automated gate control — a non-invasive overlay that leaves legacy controllers untouched
The cable and pulley mechanism of a gym machine.
BuiltEdgeRetrofit · B2B fitness

Own venture · Spotter EYE™

Make every machine intelligent — without replacing one

SectorFitness operators · B2B
What it isEdge-AI retrofit module
DeploymentOn-device · no video leaves the unit
The problem

Your gym knows who pays, not who trains — and nearly half your members churn each year, invisible until gone.

What it does

Spotter EYE™ clamps onto any machine in under 30 minutes and scores every rep at 30+ FPS on-device.

Why it matters

It watches the human, not the machine — only events leave it, never video. Live pilots run in Brazil and the US.

Retrofit
No equipment replaced
<30 min
Install per machine
30+ FPS
On-device, no cloud GPU
Edge
No video leaves the unit
A supermarket shelving aisle.
VisionEdge / cloudRetail

Platform · Retail intelligence — with Link Retail

See the whole store, not just the till

SectorGrocery & retail
What it isCamera analytics + demand forecasting
DeploymentRuns on existing CCTV · partner-delivered
The problem

Retailers measure the till, never the aisles — so fresh food is ordered on gut feel and binned out of habit.

What it does

Vision on your existing cameras counts shoppers and measures conversion, anonymized, while forecasting sets orders.

Why it matters

No new cameras or wiring — one system reads how shoppers behave and what shelves will sell, calibrated per store.

+10–12%
Conversion — indicative
~30%
Fresh-food waste cut — indicative
95%+
Calibrated accuracy
Existing CCTV
No new hardware
Steel rebar and concrete formwork on a site.
BuildConstruction & real estateOwn venture

Own venture · Construction & real estate

One connected system for construction

SectorConstruction & real estate · Ecuador
What it isModular SaaS suite
DeploymentCloud · phased build
The problem

Construction runs on fragmented tools and siloed teams — paid for in lost weeks and budget overruns.

What it does

Construlabs is one connected suite to find suppliers, win tenders, run the project and sell the units.

Why it matters

Each product stands alone yet shares one source of truth, from first quote to final handover.

Marketplace
ConstruClick

A B2B marketplace matching you with verified suppliers, with AI matchmaking and RFQ tracking.

Bidding
ConstruBid

ConstruBid finds tenders and drafts a compliant budget — 30 manual days into a 3-day workflow.

Operations
Controller ERP

A modular ERP that runs the build — scheduling, procurement, finance, equipment and BIM.

Real estate
InmoMatch

InmoMatch matches buyers to the right property in plain language, with bank and BIESS financing.

0
Connected products
AI-native
Built in from day one
Ecuador
SRI · NIIF compliant
Modular
Adopt one or all
An exam desk with pencil and paper.
BuiltAdaptive learningEducation

Own venture · in beta

Coaching that watches how you take the exam

SectorExam prep · Brazil
What it isAdaptive learning + behavioural telemetry
DeploymentCloud · live beta
The problem

A score tells you a student got it wrong, never why — so the same habits follow into the next attempt.

What it does

It reads how you sit a mock exam — pace, answer changes, blanks — and turns that into a study plan for you.

Why it matters

Behaviour predicts the next result better than your last score, so it coaches the habits behind the mistakes.

Telemetry
Reads exam behaviour
Adaptive
A plan per student
Live beta
Real candidates
Behaviour
Beyond right or wrong

More from the bench

DeliveredGovernment

AI knowledge layer

AI layer for a government library system

An AI layer over a national digital library: natural-language search, automated tracking and summaries.

Knowledge intelligenceDelivered · Singapore govGovernment
Partner buildFintech

Trading intelligence

superior.trade

Institutional-grade trading intelligence from strategy idea to monitored position — we build the engineering.

MarketsPartner ventureCloud
Partner buildFrontier R&D

Applied research

agirlabs.ai

Self-improving systems that hypothesise, prove and evolve — reasoning backed by formal verification.

ResearchPartner ventureResearch

Partner and co-built ventures are marked, and every figure here is indicative and conservative — with actuals quantified per engagement.

Next step

Tell us where it hurts.

A short assessment puts a dollar value on your bottleneck — credited back if you build.