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Oxygen

Simulate. Strategize. Optimize.

Enhance your operation with advanced dynamic simulation platform, Oxygen, informing decision-making and optimizing financial strategies and resource allocation. Future-proof your operation in a rapidly changing landscape through simulation.

Can we still hit plan through peak demand?
Manage operational variability in:
Mining| Retail| Transportation| + More
Chat + ↓ ExportClear
60U · 6 FLOWS · OPERATION 04 READY — OPERATION 04 SYNCED
YOU
Can we still hit plan through peak demand?
AGENT
Starting — model loaded from Operation_04_Base
Analyzing your request — checking plan totals to anchor the target…
Composing scenario — demand shift · 4 inputs · accepted
Running simulate — 1,000 replications · 2.8s
0.00 k units 104.6% OF PLAN · CONFIDENT WITHIN ±2.7% Try this on a live model → AWAITING RUN — PRESS RUN IT OR PICK A QUESTION
The fishbowl

Transparency you can see through – literally.

Critical industries shouldn’t run on guesswork. By merging machine learning with deep industry expertise, we empower our partners to replace guesswork with precision.

Question plain language Trace visible reasoning Run tested 1,000 ways Answer cited · with a range EVIDENCE TRAVELS WITH THE ANSWER REPRODUCIBLE — RE-RUN ANY DECISION LATER Question plain language Trace visible reasoning Run tested 1,000 ways Answer cited · with a range EVIDENCE TRAVELS WITH THE ANSWER REPRODUCIBLE — RE-RUN ANY TIME
VISIBLE REASONING TRACEABLE FIGURES SCOPED PERMISSIONS REPRODUCIBLE RUNS

Same data. Only one version drives the decision.

EVERY OTHER AI
“You’ll hit 104.6% of plan.”
? SOURCE — TRUST US
OXYGEN
“You’ll hit 104.6% of plan.”
AVERAGE OF 1,000 TEST RUNS846.27k
LIKELY RANGE823.5–869.1
ASSUMPTIONS · SOURCES6 declared · 4 cited ›
FULL TRACE · RUN 6428E9DF · 2.8S
02 · How it works

Emulate your operation with a high-fidelity simulation twin.

2.1

Model

— built from your operating data in two weeks.
Projects › Sites › Operation 04 Connected
BUILDING
Connected — assembling your configuration…
4 of 4 domains ready — this only takes a moment.
✓ Site propertiesTime zone, location, shift calendar Ready
✓ EquipmentFull asset roster — 60 units, 8 classes Ready
✓ MaterialsTypes, densities and flows — 6 types Ready
✓ Planning dataSchedules & targets — 42 network nodes Ready
YOUR CONFIGURATION · 4 OF 4 READY Activate site
2.2

Simulate

— you ask, it runs 1,000 scenarios in seconds.
Projects › Quick Runs › Peak demand Running
20260726_PeakDemand 1,000 replications · Detailed report
THROUGHPUT — OUTCOMES ACROSS REPS
run_simulation · 1000/1000
2.3

Commit

— decisions ship with runs, assumptions and confidence attached.
Projects › Simulation Runs › 6428E9DF Completed▶ Re-run
20260726_PeakDemand Run 6428E9DF · avg of 1,000 reps
THROUGHPUT · AVG OF 1,000 REPS
846.27 k units
Good confidence 95% CI 823.5–869.1 (±2.7%)
104.6% of plan
78% CHANCE OF HITTING TARGET
ASSUMPTIONS · RUNS · DATA LINEAGE ATTACHED
The engine

Four engines. Three kinds of simulation. One platform.

Oxygen unites probabilistic simulation, machine-learning and AI-driven decision support on a single cloud-native platform – each layer makes the next one smarter.

NODE 01NODE 02NODE 03 EVENT LOGT+07:45:02 QUEUE AT NODE 02
DES

Discrete Event Simulation.

Models distinct events occurring at specific points in time.

ROUTE A — CONGESTED ROUTE B — REROUTE AGENT 12 — RULE FIRED
ABS

Agent-Based Simulation.

Models more “realistic” agent choices based on rules, preferences, and conditions, and factors in the unique attributes of each agent.

STOCKFEEDBACK YR 0YR 20YR 40 FEEDBACK LOOP — 40 YR
SDS

System Dynamics Simulation.

Used to gain visibility into system-wide behavior over time.

Time horizons

From this second to the next forty years.

One model, many clocks — from live dispatch to a forty-year plan.

NOW
12 H
13 WKS
40 YRS
RUNNING — 450 reps/sec
1,000 test runsunder 3s

The evidence, on screen.

Four views of one simulation run of an underground mine.

Overview Timeline Queueing Playback
OVERVIEW Every run opens on the numbers the meeting will ask about.

Deployed where your data is allowed to live.

Cloud

Managed by Explica. Fastest path to a first model.

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CLOUD
Single-tenant environments Regional data residency, encrypted historian connectors SSO and role-based access control Aligned to ISO/IEC 27001:2022

Private cloud

Runs inside your VPC, operated jointly.

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PRIVATE CLOUD
Network-isolated model runtime Your cloud account, your keys SSO and role-based access control Audit logging

On-prem / air-gapped

For sites where data never leaves the fence. Hardware sizing by Explica.

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ON-PREM / AIR-GAPPED
Disconnected operation Offline model updates SSO and role-based access control Background-checked support personnel
Oxygen

Dive into a live model.

No data, no procurement, no setup — open a pre-configured operation and ask it anything.

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