Smart Plant — Reporting

Your plant is not data-driven — it's spreadsheet-driven.

Unified, automated production and engineering reporting across the operation — shift, daily and rolling reports generated automatically, target vs actual vs variance in real time, from executive summary down to individual circuit.

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The challenge

Reporting is broken — and it's costing you daily

Data exists across historians, SCADA, ERP and lab systems — yet decisions are still made on lagging, inconsistent, human-processed information.

4–8 hours a day lost

Shift logs → Excel sheets → consolidation → validation → charts. Hours of engineering time are spent compiling reports before a single decision is made.

No single source of truth

No reconciliation between historian, ERP and lab. Different numbers across every team; every meeting starts with a data dispute.

Losses poorly attributed

Downtime and losses are inconsistently captured and rarely attributed correctly — throughput loss, recovery variability, poor accountability, slow decisions.

“Every day, your best engineers are doing work a system should do. The data already exists — it's just not connected, not trusted, and not automated.”The reporting reality on most plants
The solution

From reporting to control

When data is live and trusted, the conversation shifts from what happened to what we're doing about it.

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Automated shift & daily reports

Shift, daily, MTD and rolling reports generated automatically — zero manual compilation, consistent format, every time.

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Target vs actual vs variance

Real-time performance visibility against plan with instant deviation alerting — act within the shift, not the week.

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Fully integrated data

Mining, processing and plant data unified in a single operational model — the disputes end because the numbers agree.

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Executive to circuit level

Drill from executive summary down to individual circuit or equipment performance in the same trusted environment.

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Accurate downtime attribution

Accountability at every level of the operation, with losses captured and classified at source.

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Engineering refocused

Engineers move from report-building to optimisation and root-cause analysis — cross-functional teams align on shared visibility.

Sample reporting output

One version of the truth — executive to circuit level

Illustrative, anonymised reports generated by Talonite from real plant data. From a month-end executive view down to shift-level tactical detail — automatically, in a consistent format, every time.

Executive Production Report — month-end achieved-vs-planned: KPI hero row, gap-to-plan, gold production vs plan, plant recovery and a full gold-accountability reconciliation, on a single page.
Executive Production Report — month-end achieved-vs-planned: KPI hero row, gap-to-plan, gold production vs plan, plant recovery and a full gold-accountability reconciliation, on a single page.
Tactical Shift Report — day-vs-night scoreboard, MTD plan attainment, throughput trend and downtime-by-cause: the detail supervisors and engineers act on every shift.
Tactical Shift Report — day-vs-night scoreboard, MTD plan attainment, throughput trend and downtime-by-cause: the detail supervisors and engineers act on every shift.
Value projection

The value projection

Real impact delivered on operating plants — recovered through faster variance response, accurate downtime capture and consistent KPI tracking.

+5–15%ThroughputRecovered through faster variance response and reduced unplanned losses
+3–8%AvailabilityImproved through accurate downtime capture and shift-level accountability
+1–4%Recovery / yieldGained through consistent KPI tracking and process stability
~30%Reporting effort savedEngineers returned to optimisation, not spreadsheet maintenance

Benchmark basis: results delivered across Talonite Smart Plant reporting implementations, measured against pre-implementation operational baselines.

Delivered through the Talonite Three Horizons journey — Foundation → Optimise → Improve — with ROI tracked, validated and compounded through our Smart Eye value layer. Every solution, every discipline.

See how we deliver value →
What changes

This is not a reporting solution — it is a performance system

Faster decisions. Consistent visibility. Elimination of data disputes. Plant-wide accountability — starting with the next shift. Immediate variance detection lets teams act within the shift; accurate attribution creates accountability at every level; and APC effectiveness improves because the plant runs on shared, stable visibility.

4–8 h/dayof manual compilation eliminated
1version of the truth
Real-timevariance alerting
FAQ

Frequently asked questions

How much time does automated production reporting save?

Typical operations spend 4–8 hours per day manually compiling shift and daily reports. Automated reporting eliminates that compilation work and delivers one version of the truth, on time, every shift.

What is target-vs-actual variance reporting?

Every report compares actual production against plan in real time and flags variances as they emerge — so teams manage exceptions during the shift instead of discovering them in tomorrow's meeting.

What results can automated reporting deliver?

Beyond the recovered engineering hours, operations gain shared visibility that supports faster decisions — contributing to throughput improvements of 5–15% when combined with the underlying data and control layers.

Stop compiling. Start controlling.

We connect your historians, SCADA, ERP and lab systems into one automated reporting model — and prove the value against your own baseline.