Field Overview — AssetGuardian AI Operations Intelligence

Overall field productivity

AI-derived score

87%

Today

Daily87%

Monthly91%

YTD89%

3.2% vs yesterday

AI-derived operational performance score combining production performance, asset availability, equipment health and operating efficiency across 2,438 monitored assets.

Field health

Drill down: field → site → well → asset

Production performance92%

Asset availability89%

Operational efficiency86%

Drill into sites, wells and assets

YTD value & ROI

Estimated

$428,600

Estimated value generated

3.8×

Est. ROI

Estimated savings$312,400

Avoided downtime$74,800

Operational efficiency$41,400

Emergency maintenance avoided$27,600

Financial values are estimates based on available operational data and customer-configured assumptions.

AI executive summary

Field productivity is currently 13% below optimal operating capacity. Three issues account for most of the current performance gap. Pump 7-C is showing sustained power-factor degradation, Pump 12-A has elevated vibration combined with a 4% flow decline, and Chemical Tank 3 is approaching its replenishment threshold.

Top performance issues

Links into asset detail

Pump 7-C

Critical

PMP-7C · Site 4 — North Battery

Power factor: 0.71Previously: 0.9221-day sustained decline

Likely filter degradation — 94% match to two prior incidents

Pump 12-A

Watch

PMP-12A · Site 4 — North Battery

Vibration: 7.4 mm/sFlow: −4% vs baselineFleet median: 3.2 mm/s

Early impeller wear pattern — 78% confidence

Chemical Tank 3

Watch

TNK-03 · Site 4 — North Battery

Fill: 18%Draw: 3.1 gal/hrEstimated depletion: 4 days

Replenishment threshold — PO-8823 auto-raised, 6-day lead time

AI recommendations

Ranked by expected value · AI estimates

HIGH priority

Replace Pump 7-C filter

Power factor down from 0.92 to 0.71 over 21 days with rising motor current.

Productivity recovery+3.2%

Financial impact$18,500 estimated avoided loss

AI confidence94%

MEDIUM priority

Inspect Pump 12-A vibration and flow behavior

7.4 mm/s vibration with a 4% flow decline against a 3.2 mm/s peer median.

Productivity recovery+1.8%

Financial impact$9,200 estimated avoided loss

AI confidence78%

MEDIUM priority

Optimize Chemical Tank 3 replenishment scheduling

Refills are triggered reactively near 18% fill, forcing expedited freight.

Financial impact$18,400 estimated annual savings

AI confidence81%

LOW priority

Clean West Ridge heat exchangers HX-11 / HX-12

Approach temperature drifting up; fouling signature developing over 5 weeks.

Productivity recovery+0.6%

Financial impact$5,100 estimated avoided loss

AI confidence72%

Recommended AssetGuardian upgrades

Expand what AssetGuardian can see

VFD Monitoring

What it adds: Stream VFD frequency, output current, torque and fault codes from every drive.
Why it matters: Pump diagnostics today infer load from power factor alone, which delays root-cause confirmation.
Expected benefit: Expected 2–3 weeks additional warning on pump failures and sharper root-cause attribution.

Production Data Integration

What it adds: Connect allocated production and well-test data directly into the productivity model.
Why it matters: Productivity is currently weighted from asset condition and runtime rather than measured barrels.
Expected benefit: Turns the productivity score into a measured, auditable production metric and tightens financial estimates.

Maintenance History Integration

What it adds: Ingest historical work orders, failure codes and parts consumption from the CMMS.
Why it matters: Failure-signature matching currently draws on 14 months of telemetry with no repair outcomes attached.
Expected benefit: Higher-confidence predictions and avoided-cost figures grounded in real repair cost history.

Regulatory & Emissions Telemetry

What it adds: Add methane, flare and tank-vapour monitoring to the same asset model.
Why it matters: Emissions events are currently tracked outside AssetGuardian and never correlated with equipment health.
Expected benefit: Single compliance view plus early detection of venting caused by equipment degradation.

How AssetGuardian connects to your SCADA/DCS

Read-only connector layer over your existing control systems. Deployed in 3-5 days, zero changes to control logic.

View system integration

AssetGuardian add-on bots

Optional bots · sold as upgrades

Production Manager Bot

Add-on

What it adds: Tracks BOPD, MCFD and BOE by day, week, month and YTD with live commodity pricing to value every barrel produced.
Why it matters: Productivity today is modelled from asset condition and runtime rather than measured, priced volumes.
Expected benefit: Turns the field score into a revenue number executives can act on and report.

Opportunity Cost Bot

Add-on

What it adds: Quantifies the money left on the table from underperformance and attaches a deferred-revenue figure to every predictive alert.
Why it matters: Alerts today state a technical risk without the dollar consequence of waiting another week.
Expected benefit: Prioritizes work by cash impact instead of severity labels alone.

Maintenance Manager Bot

Add-on

What it adds: Schedules, coordinates and supervises all preventative services, and manages full asset lifecycle from install to replacement.
Why it matters: PM compliance and lifecycle records currently live outside AssetGuardian, in spreadsheets and the CMMS.
Expected benefit: One board for PM compliance, work orders and replace-vs-repair decisions.