Industrial operation at dusk with its areas lit: production hall, backlit plant and offices

Solution 01 field dusk

Your whole operation, connected and in real time

A system that pulls information from all your areas, makes it flow in real time and puts AI agents on the monotonous work.

The underlying problem

In many operations information is born on paper: handwritten logbooks in the plant, in the environmental area, in maintenance. Someone types it into Excel, someone else builds a report, and by the time it reaches the decision maker it is history — nothing is real time.

Across areas, information is requested by email or report: production does not see quality, finance chases invoices, and logbooks get archived without analysis. Machines that could already hand over their data on their own… go unused.

The cost is invisible but constant: hours of duplicated capture, problems detected late, and improvement opportunities nobody sees because the data is dead.

How it works

  1. 01

    Connect the sources

    Machines and equipment that already emit data, digital forms where there used to be paper, and even emails, messages and conversations captured automatically.

  2. 02

    One source of truth

    Everything arrives digitized, ordered and with history in one place — no more re-typing or “which Excel version is the right one?”.

  3. 03

    Real time across areas

    Each area sees what it needs from the others without asking: living dashboards per area and for management.

  4. 04

    AI agents on the monotonous work

    Transcribing logbooks, reconciling invoices, building shift or environmental reports, watching thresholds, answering routine messages. Your people keep what requires human judgment.

  5. 05

    Measure, detect early and improve

    With everything measured, AI finds patterns: early detection of failures before they cost, and optimization opportunities nobody saw before.

By industry

Operations center · Mining 06:05:12 demo · synthetic data
areas online 6/6 all connected
tonnes processed 4,210 current shift
mill availability 96.4% +1.2 vs yesterday
manual captures today 0 before: 40+

Milling · t/h

209 t/h
Milling · t/h yesterday capacity 230

Agents at work · live

  • environmental report built and sentcompliance · 06:00
  • shift B logbook transcribedoperations
  • grinding media consumption optimizedoptimization
  • lab sample registered · batch 88laboratory

Site map · North Mine — pit to tailings dam

IA continuous monitoring · no active anomalies

Live readings

mill 3 vibration 2.1 mm/s
belt 2 tonnage 182 t/h
flotation pH 10.4
tailings dam level 61.2 %

Logbooks · demo · synthetic data

timerecordareastatus
05:40 tonnage reading · belt 2 plant auto
05:52 environmental logbook · tailings dam environmental transcribed
06:00 daily environmental report compliance built
06:05 mill 3 vibration · full series maintenance auto
06:12 reagent intake warehouse auto

Records flow in on their own — from machines, forms and messages. The agent transcribes whatever arrives as photo or audio.

Connected sites · country

North Mine online 214 ev/h
Processing plant online 188 ev/h
Tailings dam online 36 ev/h
Zac offices online 52 ev/h

Reports of the day · built by agents

Daily environmental report06:00 · sent to management ready
Shift B summary06:10 · to superintendence ready
Mill statusin progress · 07:00 cut in progress

Nobody built these reports by hand: the agent assembles them from data already measured and sends them to the decision maker.

Agent roster · today

Logbook transcriber · working
environmental logbook · tailings dam
23 tasks today
Threshold watcher · working
mill 3 vibration · analyzing pattern
141 tasks today
Report builder · idle
next: mill status 07:00
4 tasks today
Invoice reconciler · working
spare-parts invoice · supplier 14
9 tasks today
Optimizer · idle
last: grinding media −6%
2 tasks today
Reply drafter · working
contractor reply · review
11 tasks today

Typical areas

  • Operations
  • Plant
  • Environmental / HSE
  • Maintenance
  • Laboratory

Environmental, plant and operations logbooks leave the paper behind: data is pulled from equipment that already emits it, and the rest is captured digitally once. An agent builds the environmental report and early detection watches mills and belts before the failure.

Typical AI agents

Logbook and form transcriber working

shift B logbook · photo → digital

23 tasks today
Invoice and payment reconciler working

supplier 14 invoice · validating XML

14 tasks today
Report builder — shift, environmental, management idle

environmental report · 06:00 cut

9 tasks today
Threshold watcher · early detection working

belt 5 vibration · analyzing pattern

141 tasks today
Sequence and consumption optimizer idle

production sequence · reordering

3 tasks today
Reply drafter — emails and messages working

client reply · quote

11 tasks today

Made to measure

What you see in the demos uses synthetic data. Every implementation is configured to each client’s process — no templates — and integrates with the tools you already use.