AI-Native Enterprise Software

Trusted Data.
Measurable ROI.
Control Back
Where It Belongs.

Data
AIMDM
AI-Powered Master Data Management
2–4 wks
time to live
99.9%
accuracy
70%+
FTE reduction
Energy
Joule
AI-Powered Tower Energy Optimization
15–30%
energy cost cut
$135
avg saving/site/mo
$3B+
diesel waste addressable

Put a frontier-class AI at the centre of the decision. Surround it with specialised agents. Make every recommendation observable, auditable, and overridable. Then prove the ROI.

Two Products. One Operating Principle.

Data

AIMDM

AI-Powered Master Data Management

The first AI-native MDM platform. Claude reasons about every data-quality decision; a swarm of specialised agents keeps the data trusted, continuously. Schema discovery in minutes. Stewardship FTE drops 70%+. Full audit on every AI decision.

Seven-stage workflow from system selection to live sync
Confidence-routed Quality Tickets with one-click apply
TMF SID alignment for telecoms, insurance verticals ship configured
Energy

Joule

AI-Powered Tower Energy Optimization

Joule cuts cell tower energy costs by 15–30% with no hardware changes. Weather-aware AI picks the cheapest source mix every five minutes — solar, grid, battery, diesel — and proves the saving in dollars on a daily report.

Connects to existing RMS hardware via REST or MQTT
5-case priority cascade, anti-flap protection, anomaly detection
Advisory, semi-automated, or fully automated control modes

Built for Boards. Run by Engineers.

ROI You Can Defend

Joule documents dollar savings per site per month. AIMDM exposes trust score, ticket throughput, and quality delta. Executive dashboards on day one.

Auditable AI

Every AI decision logged with input, model version, confidence, and outcome. Audit reproduction is a query, not a project.

Zero-Risk Entry

Joule advisory mode: no control change. AIMDM sandbox mode: your data, your stewards, your decisions. Pilot, prove, scale — or walk away.

Deployed Where You Need It

Cloud, hybrid, on-premise, or air-gapped. Docker Compose for pilots, Kubernetes for production. Single Docker container for Joule.

Improvement Compounds

As frontier AI improves, so does AIMDM's data quality and Joule's optimisation. You're buying a position on a rising curve.

Vertical Depth, Not Skin-Deep

TMF SID alignment, native CMDB, fibre/outside-plant entities for AIMDM. Towerco economics, anti-flap rules, weather-aware optimisation for Joule.

Joule Proof Points

Real numbers. Real sites. Real dollars.

Scale Monthly Saving Annual Net
POC Pilot  5 sites $675 Proof of concept
Growth Rollout  50 sites $6,750 $32,400/yr net
Tower Estate  500 sites $67,500 $516,000/yr net

Average documented saving: $135/site/month. South Africa: R2,500/site/month, R15M/year on a 500-site fleet. Off-grid diesel-heavy sites save up to $600/month with payback in under 3 months.

Confidence in Your Roadmap.
Starts Here.

Talk to us about an AIMDM demo, a Joule pilot, or both. We will scope a zero-risk first step, agree the success metrics with your board, and ship the proof inside a quarter.