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AI Autopilot — +6% throughput in a 25-day AI-versus-manual test at Mineração Aurizona (CMOC Group) — published in Brasil Mineral #441.See Cases
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Live schematic · one decision loop

See what's happening
inside the autopilot.

Your plant's data becomes a living model that imagines thousands of futures — every few seconds — and steers toward the best one.

inside the loop

READ.

sensors stream what the plant feels

Illustrative animation — schematic, not client data

The autopilot recommends — your operator approves every move.

Throughput · 25-day test+6%
412 t/h before435 t/h with autopilot
published result · fill animation illustrative
01· read

READ

Sensors stream what the plant feels — every second, from every machine.

telemetry · vibration · flow · temperature
02· learn

LEARN

The data is cleaned and fed into a living model that mirrors your plant.

digital twin · continuous calibration
03· imagine

IMAGINE

The model plays out thousands of possible futures in seconds.

simulation · scenario search
04· choose

CHOOSE

Only the best path survives — safest, smoothest, highest output.

optimization within your constraints
05· act

ACT

The move goes to your operator, who approves it before anything changes.

recommendation · human sign-off

Watch each cycle land on the plant.

LOOP · READSIMULATED · SAME ORE & NOISE · TIME COMPRESSED ≈60×

Both lines live through the exact same ore and the same noise sample. The grey one is a good operator checking every few minutes. The gold one holds the plant with continuous micro-trims that damp that same noise, plus one setpoint move every time the loop above completes — watch the green pulse up there become a step down here. Time is compressed ≈60×: one minute on this chart ≈ one hour of a shift.

Without the loop — operator checks every few minutesWith the loop — continuous micro-trims + one setpoint move per cycle ✓Best achievable band
Output · rolling average
— vs — t/h
—
Stability · wobble around target (σ)
— vs — t/h
smaller wobble = calmer plant, steadier quality
Corrections landed · since sim start
0 approved by operator
ILLUSTRATIVE SIMULATION — published result: +6% (435 vs 412 t/h)

Illustrative animation — schematic, not client data. Figures shown: +6% and 435 vs 412 t/h: published in Brasil Mineral #441. ≈ US$781K/yr: projection from the test report if all feed were fresh rock (25-day AI-versus-manual test at Mineração Aurizona).

Run it on your numbers

What would +6% mean for you?

Published test result · Brasil Mineral #441

The 25-day AI-versus-manual test sustained +6% throughput (435 vs 412 t/h). Put your own production and value per tonne on the same uplift — then let a plant assessment evaluate what your process can support.

Extra tonnes · +6%+60,000 t/year
Gross value≈ $5.9M/year

+6% is the published result of a 25-day test on a gold grinding circuit at Mineração Aurizona — a reference, not a promise for your process. Reference prices are illustrative; edit to your reality. Net value depends on your costs — the published case projected ≈$781K/yr net of AISC (fresh ore scenario, 2024).

See Brainiall in Action
+6%Throughput in 25-day test
$781KProjected annual gain (fresh ore, 2024)
25Days AI-vs-manual test

We reply within 1 business day.

What to Expect

01

30-Minute Live Demo

See our AI agents in action with your sector's use case

02

Custom Analysis

We review your current operations and pinpoint optimization opportunities

03

ROI Estimate

Get a preliminary estimate of potential gains for your operation

  • Designed for GDPR, LGPD & CCPA
  • SOC 2 Type II targeted for Q1 2027
  • IEC 61511 / ISA-84 safety systems untouched
  • Your plant data trains only your plant's models
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