AIS is the Automated Intelligence System built by Beyond Data. It grounds AI in an ontology of your operation: trucks, crushers, work orders, and sites become navigable objects with definitions, relationships, and full history. Every answer, alert, and recommendation traces back to the evidence behind it, so AI stops being a black box and becomes something your team can rely on. AIS runs your whole intelligence loop: notice what's happening, explain it, anticipate what's next, recommend what to do, and learn from what happened.
An ontology turns raw operational data into the things you actually run: trucks, crushers, work orders, sites. Each one carries its definition, its relationships, its trust state, and its full timeline. When someone asks "why did availability dip in May?", they click from the number straight to the objects and evidence behind it.
Every AI answer and agent in AIS reads through the ontology, never around it. Semantic context means the AI knows what your terms actually mean; full decision traceback means every output can be walked back to source. Reliable and transparent, by construction.
AIS watches your operation against rules you can read and audit. When something needs attention, it reaches the person whose job it is, with the evidence and a recommended action attached. Your people approve, adjust, or reject. Thresholds are governed per site, so the system earns trust instead of crying wolf.
Every recommendation, the reasoning behind it, the decision your expert made, and the eventual outcome is recorded in the decision ledger. Your team's judgment stops walking out the door and starts making next year's decisions faster and better than this year's.
Business intelligence isn't a stack of reports. It's a loop: perceive what's happening, understand why, predict what's next, decide what to do, act on it, and learn from the outcome, with the right people coordinated at every step. Most tools park at understanding; the dashboard renders and the loop stops. AIS is built to close the loop, and every stage you move up it compounds: better perception makes explanations sharper, explained decisions make predictions testable, and recorded outcomes make every future recommendation smarter.
Rules you can read and audit watch every source. Problems surface as events with evidence, not as a number that quietly moved.
Every metric explains itself: definition, source, freshness, and a trace back through the objects and events behind it.
Forecasts and scenarios run against the same definitions, so you can test a decision before you commit to it.
Trade-offs are weighed against your rules and a recommendation lands in the queue with its reasoning attached.
Your people approve and act in their own systems. AIS records what was decided, by whom, and on what evidence.
Outcomes are measured against what was recommended, so the next call is better informed than the last one.
And back to perceive, better informed than the last cycle.
Coordinate runs across all six. Whatever the system notices, it reaches the person whose job it is, with the evidence attached.
We model your first operational domain, stand up your first apps inside your environment, and switch on the loop: monitoring, recommendations, and the decision ledger. From there, each domain we add makes the next one faster.
Managed deployment
Typical Duration
Senior-led, in your environment
Engagement Model
Senior AI consultants
Team
Brisbane + remote
Delivery
In a quarterly review, "why did availability dip in May?" is answered by clicking from the metric to the objects and events behind it. No analyst queue, no reconciliation exercise.
An alert leads through an object to evidence, and an intervention pre-empts a failure. The "how did it know that?" moment is the product working as designed.
Every output is grounded in governed definitions and traceable to source, and AIS runs inside your own environment, so trust doesn't depend on taking anyone's word for it.
The decision ledger turns your experts' calls and their outcomes into a queryable operational memory. Efficiency compounds instead of resetting every time someone leaves.
30-minute call, no slides, no obligation. We'll give you a direct view on whether Beyond Data is the right partner for what you're trying to do.
Related Services
One governed data platform across your ERP, CRM, finance, and operational systems. We build it, we run it, and it is live in two weeks.
Learn moreThe architecture that carries a number from your data to the person who acts on it, built so the loop closes instead of stopping at a dashboard.
Learn moreA senior engineer inside your team for a fixed engagement. They sit with your operators, build against your real data, and ship it.
Learn moreCookie preferences
We use essential cookies to run the site. With your permission, we also use analytics cookies to understand what content helps visitors make better data and AI decisions.