Well Project KPI Dashboard

✅ Active Projects

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🎯 Overall Progress

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⛽ Wells in Project

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🏗 Total Rigs

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🚨 Risk Score

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📈 Phase-wise Progress

Phase Completion by Category

Progress Trend

🗂 Wells Status Summary

🔍

Status:

Rig:

Location:

Type:

Group by:

Sort:

Well Name	PDO ID	Type	Rig	Overall %	Loc.Prep	📍 Location / Station	Exp.Rig On	Exp.Rig Off	Status

🔍 Missing Fields by Category

📦 Procurement Health

📊 Milestone Completion

🗃 All 19 Projects — Portfolio View

● 6 Active · ○ 13 Inactive

Project Portfolio Summary

Code	Project Name	Field	Wells	Completed	In Progress	Rigs	Status

🗂 All Wells

Click any well for full details

🚨 Smart Alerts

⭐ My Watchlist

● Live · Week 10, 2026

Watched Wells

—

Your watchlist

Critical

—

Immediate action

At Risk

—

Monitor closely

⚡ High Risk AI

—

Forecast alert

Avg Progress

—

Watchlist avg

Avg Rig Delay

—

Above threshold

Progress Snapshot

week-over-week delta per watched well

AI Risk Scores

forecast score /100 per watched well

Rig Delay vs TD Delay

days behind plan · watched wells only

Active Drilling Stage

current stage per watched well

⚡ Activity Log

latest changes · watched wells

Open Errors — Watched Wells

click to expand explanation

Watched Wells — Full Detail

6 wells · 3 critical · 3 high AI risk

Sort:

	Well ID	Well Name	Type	Project	Progress	W/W Δ	Status	Rig Delay	Risk Score	Errors	Active Stage

🤖

AI Rig Assignment Optimizer

Powered by Claude · distance-aware · availability-optimized

🚦 Derived Rig Status — All Wells

Report date: 10-Feb-2026

📊 Rig KPIs

Rigs Deployed

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Avg Arrival Delay

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Actual vs planned on-date

Avg Stay Duration

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Off − On date

Days to Next Rig-On

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Ready, Rig Pending

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≥85% progress, no rig yet

Delayed / Overdue

—

Expected date past today

Rig On Location

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Currently on site

Rig Off / Completed

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Rig off date confirmed

Rig Status Distribution

Overall Progress by Well

Rig Arrival Delay by Well (days)

Days to Rig-On by Well

🏗 Rig-Level Summary

Rig No.	Total Wells	Completed	On Location	Ready	Pre-Rig	Planned	Delayed	Next Rig-On	Rig Status	Action

📋 Well-Level Rig Status Detail

Well	Rig No.	Exp. Rig On	Act. Rig On	Act. Rig Off	Arrival Delay	Stay Duration	Days to Rig-On	Rig Status

📍 Location Preparation KPIs

Location Readiness by Well (Radar)

Sub-Category Breakdown

🤖

Rig Assignment Optimizer

AI

Powered by Claude · considers rig location, distance & availability window

📅 Availability Start

📅 Availability End

📏 Max Mob Distance (km)

⚖ Optimization Priority

🏗 Rigs to Include

⛽ Wells Needing Rig

Detecting unassigned wells…

⏱

Rig Idle Time Prediction

AI MODEL

Predicts probability that a rig will sit idle because the next well is not ready on time · Gradient Boosting + Readiness Score

High Idle Risk

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Rigs likely idle

Medium Risk

—

Monitor closely

Low Risk

—

On track

Avg Predicted Idle

—

days per rig

Total Idle Risk

—

days this period

Model Accuracy

84%

last 4 weeks

🏗 Per-Rig Idle Prediction

Predicted Idle Days by Rig

Readiness Score vs Idle Risk

scatter: each dot = one rig assignment

🔬 Feature Importance

Gradient Boosting model · relative contribution to idle prediction

📊 Readiness Breakdown by Well

loc + eng + construction composite readiness score

🔀 Recommended Resequencing

Wells where swapping rig order would reduce idle time

Rig	Current Next Well	Readiness	Gap Days	Swap With	Swap Readiness	Est. Idle Saved	Action

📋 Full Prediction Detail — All Rigs

Rig	Current Well	Rig Off	Next Well	Exp. Next On	Loc %	Eng %	Const %	Readiness Score	Readiness Gap	Predicted Idle	Risk Class	Confidence

Engineering Progress

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FLAF Issued

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Wells with FLAF

RAMZ IDs Received

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Of project wells

SCR Raised

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Design control records

Engineering Progress by Well

Engineering Timeline

Material PO Placed

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Materials Delivered

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At site

Flowline PO Issued

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Of project wells

Open POs

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Pending delivery

Material Progress by Well

PO Status Distribution

Procurement Details

Well	Mat. PO No.	PO Placed	Avail at Site	Flowline PO	FL Dia	FL Length	Status

🏭

Vendor Performance Intelligence

AI

Scorecard analytics · PO cycle time · delivery reliability · downstream schedule impact

Total Vendors

—

scored this period

Strong Reliability

—

score ≥75

Moderate

—

score 50–74

Poor Reliability

—

score <50 · escalate

Avg Lead Time

—

days PO→delivery

Avg Vendor Delay

—

days late vs baseline

🏆 Vendor Scorecard Ranking

Weighted: timeliness 40% · predictability 35% · schedule impact 25%

Score Distribution

Lead Time by Vendor

avg PO→delivery days

📅 PO Cycle Time Analysis

PO Placed → Receipt → Delivery · days per stage per well

🚨 Escalation List — Immediate Action

On-Time Delivery Trend (8 weeks)

📋 Full Vendor Performance Table

Rank	Vendor / PO Ref	Work Package	Well(s)	PO Placed	PO Received	Delivery	Lead Time	PO Proc. Time	Vendor Delay	On-Time %	Score	Reliability	Schedule Impact

⏳

Procurement Delay Forecasting

AI

Classifier for late/not-late · Regressor for expected delay days · Daily high-risk watchlist · Expedite priority queue

Total PO Lines

—

active orders

High Delay Risk

—

expedite now

Medium Risk

—

monitor weekly

Low / On Track

—

within SLA

Avg Predicted Delay

—

days on at-risk POs

Model Accuracy

82%

classifier F1 score

🚨 Expedite Priority Queue

—

Sorted by: late-arrival probability × downstream schedule impact

Lead Time Distribution by PO Type

actual vs SLA baseline · days

Predicted Delay Days by PO

regressor output · sorted high→low

🔬 Classifier Feature Importance

Which features most predict late arrival

SLA Compliance Trend (8 weeks)

% POs delivered within SLA

📋 Full Procurement Delay Forecast

PO Reference	Type	Well	PO Placed	Expected Delivery	Actual / Predicted	Lead Time	SLA Days	Late Flag	Delay Prob.	Pred. Delay	Risk	Expedite Priority	Action

🔎

Engineering Bottleneck Detection

AI

Outlier detection · milestone cycle-time control charts · stall detection · predictive bottleneck classification

Wells Tracked

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Bottlenecks Active

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stalled stages

Stall Warnings

—

slow progress

Avg Eng Duration

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days

Avg Stall Days

—

since last milestone

Benchmark Cycle

28d

eng. target

📈 Cycle-Time Control Chart

Engineering duration per well · UCL / Mean / LCL control limits

🔬 Stage Completion Funnel

Wells completing each milestone · bottleneck = biggest drop

🔥 Stall Days Heatmap

Days stuck at each stage · green = flowing · red = stalled

Avg Cycle Time by Stage vs Benchmark

actual vs 5-day benchmark per stage

🚨 Active Bottleneck Wells — Escalate Now

Milestone Completion Rate Trend (8w)

📋 Full Engineering Bottleneck Table

Well	Rig	Eng %	Survey	Survey Rpt	Design Start	Design AFC	Approved	AFC	Eng Duration	Stall Stage	Stall Days	Downstream Impact	Risk	Action

Flowline Progress

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Wells with FL Data

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FL Completed

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Dominant FL Diameter

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Flowline Progress by Well

FL Construction Status

Avg OHL Progress

—

OHL Wells Tracked

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Power Risk Level

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Wells w/ OHL

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OHL Progress by Well

Well Types

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ESP Wells

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PCP Wells

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No Artificial Lift

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Well Type Distribution

Artificial Lift by Well

📐

Construction Productivity Analysis

AI

Statistical control charts + anomaly detection · burn rate analysis · peer-group benchmarking by flowline complexity

Avg Productivity Score

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progress/day

Above Benchmark

—

wells

Near Benchmark

—

±10% of target

Underperforming

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>10% below target

Declining Trend

—

negative slope

Benchmark (peer avg)

—

%/day

🔥 Sub-Activity Burn Rates (W/W)

Current week vs previous snapshot — avg across all in-progress wells

📈 Control Chart — Overall Construction %

Weekly progress rate with UCL/LCL control limits

Productivity Score by Well

overall_const % ÷ construction days · vs peer benchmark

Sub-Activity Radar — Avg Completion

Piping · Electrical · Instrumentation · Welding/NDT · Fusion · Hydro test

⛽ Per-Well Productivity Detail

📋 Full Productivity Table

Well	Rig	Peer Group	Piping 50%	Elect 30%	Instr 20%	Welding	Fusion	Hydro	Overall Const %	Const Days	Productivity	vs Benchmark	Burn Trend	Bottleneck	Status

🔩

Flowline Construction Risk Detection

AI

Rule-based sequencing checks + late-finish classifier · grouped by diameter & length · sub-activity stall detection

FL Wells Tracked

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High Risk

—

likely late

Medium Risk

—

Stalled Sub-tasks

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out-of-sequence

Hydro-Test Ready

—

upstream complete

Flowline Risk Score by Well

Sub-Task Progress Heatmap

Cold bend · Sleeper · Welding/NDT · Fusion · Hydro test

⛽ Per-Well Flowline Risk Detail

📋 Full Flowline Risk Table

Well	Rig	FL Dia	FL Length	FL %	Cold Bend	Sleeper	Welding	Fusion	Hydro	Risk Score	Blocking Task	Pred. Finish	Risk

⚡

Electrical Infrastructure Delay Prediction

AI

OHL burn-rate regression · commissioning readiness gap · sequence sanity checks (tie-in should not lead installation)

OHL Wells

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Miss Comm. Date

—

power at risk

Readiness Gap

—

avg days behind

Avg Burn Rate

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%/day

Sequence Violations

—

tie-in before install

OHL Burn Rate vs Required Rate

Readiness Gap by Well

required comm. date − predicted OHL completion

Sub-Task Stage Breakdown

🤖 At-Risk Wells — Power Readiness

📋 OHL Delay Forecast Table

Well	OHL (m)	OHL %	Pole Hole	Pole Erect	Conductor	TI	Burn Rate	Pred. Finish	Comm. Date	Gap	Delay Prob.	Risk

🔌

Artificial Lift Installation Readiness

AI

Parallel cable + skid readiness streams · dependency-based scheduling · handover to commissioning window

AL Wells

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Package Ready

—

both streams done

Cable Delayed

—

Skid Delayed

—

Both Delayed

—

expedite urgently

Avg Package Delay

—

days

Cable vs Skid Lead Time by Well

Package Ready Date vs Commissioning Window

⛽ Per-Well Readiness Streams

📋 AL Readiness Forecast Table

Well	AL Type	Cable Req.	Cable Deliver.	Cable Install.	Cable LT	Skid Req.	Skid Deliver.	Skid Install.	Skid LT	Package Ready	Comm. Date	Late Prob.	Risk	Expedite

Commissioning Progress

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Wells Completed

—

Wells In Progress

—

RLMU Submissions

—

Overall Progress by Well

Completion Timeline

Well	Exp. Rig On	Exp. Rig Off	Act. Rig On	Act. Rig Off	Type	Status

FLAF Issued

—

RAMZ Compliance

—

SCR / MOC Raised

—

Tie-in Port Available

—

Documentation Compliance by Well

Well	PDO ID	FLAF Date	RAMZ ID	SCR No.	Tie-in Port	Station	Compliance

🔍 Data Quality Errors

Week 10, 2026 · All Projects

Critical Errors

—

Blocks KPI calcs

Warnings

—

Engineer review needed

Info

—

Minor gaps

SLA Breached

—

Overdue resolution

SLA Due Soon

—

<4h remaining

Open Errors — Feb 2026 · with SLA countdown

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Error Trend (8 weeks)

SLA compliance rate (8 weeks)

Data Completeness by Well

Missing Fields by Category

🤖 Predictive Delay Forecast

● Live · Week 10, 2026

High Risk Wells

—

↑1 from last week

Medium Risk

—

Monitor closely

Low Risk

—

↑2 recovered

Avg Risk Score

—

↑6 per review

Forecast Accuracy

84%

Last 4 weeks

Risk Score — Signal Breakdown

5 signals · checked per well

Risk Distribution

47 wells · weekly

High Risk — Immediate Action Required

Medium Risk — Monitor Closely

Risk score trend — top 5 wells (8 weeks)

Threshold line at 70

All Wells — Risk Scores

Well	Well Name	Type	Progress	Rig Delay	Risk Score	Delay Trend	Prog Slope	Stage Stall	Scope Risk	Data Rate	Risk Level

📉 Variance Analysis

● Live · Week 10, 2026

Avg Rig Delay

—

↑1.3d worse

Avg TD Delay

—

↑1.1d worse

Wells >14d Late

—

Critical threshold

On Schedule

—

↑2 recovered

Plan vs Actual — Rig On Date

Delay Distribution

Wells grouped by delay bucket

Weekly Delay Heatmap — Top 10 Wells

Rig delay per week · color = severity

Early / On time 1–14d late >14d late

Cumulative Rig Delay — Top Wells

8-week rolling trend

Delay by Rig Unit

Average rig delay per rig

Full Variance Detail — All Wells

Well	Rig	Planned Rig On	Actual / Exp On	Rig Delay	TD Delay	Progress	Delay Band	Trend

🔮 Predictive Insights

Est. Completion Date

—

Rig Delay Risk

—

Procurement Risk

—

Commissioning Readiness

—

Projected Completion Forecast

Risk Heatmap by Well

🗺 Field Operations Map

● Live · Nimr / Oman · UTM Zone 40N → WGS84

Total Wells

—

Completed

—

In Progress

—

Active Rigs

—

Coord Missing

0

Legend

Well — Completed

Well — In Progress

Well — Critical

Rig Location

Station / MSV

Flowline

UTM Zone 40N → WGS84 · Approx positions

📍 Selected Well

Click any marker on the map to view well details here.

📏 Distance KPIs

Select a well to compute distances.

Coord Completeness

🏗 Rig Travel Distances

Rig	From Well	To Well	Distance (km)	Est. Mob. Time	Status

🔄 Sync Log

● Live · Week 10, 2026

Last Sync

06:00

Today · Success

Rows Pulled

412

26 new · 386 updated

Avg Duration

8.4s

↓ 0.6s faster

Failed Syncs

1

Last 30 days

Sync History

Rows Pulled Per Sync (14 days)

Sync Duration Trend (14 days)

seconds per sync run

Data Change Rate

new vs updated rows per sync

📆

Well Completion Time Forecasting

AI

Random Forest Regression · predicts delivery date from lifecycle stage durations · updates every snapshot

Wells Modelled

—

active + completed

On / Ahead of Target

—

≤0d variance

Minor Delay Risk

—

1–14d variance

High Delay Risk

—

>14d variance

Avg Delivery Time

—

days eng→comm

Model Accuracy

87%

on completed wells

⛽ Per-Well Delivery Forecast

📅 Predicted vs Target Delivery Date

scatter · each dot = one well · above diagonal = delayed

Schedule Variance Distribution

days ahead (−) or behind (+) target

🔬 Top Delay Drivers

Random Forest feature importance · contribution to delivery variance

📊 Avg Stage Duration (days)

Engineering → Construction → Drilling → Commissioning

📋 Full Forecast Detail — All Wells

Well	Rig	Eng Start	Eng Dur.	Const Dur.	Rig Dur.	Overall %	Predicted Delivery	Target Date	Variance	Delay Prob.	Risk	Top Driver

✅

Commissioning Readiness Prediction

AI

Gating rules + regression model · checks all prerequisites · identifies missing gate blocking readiness

Wells Assessed

—

active + upcoming

All Gates Open

—

comm. can start

1–2 Gates Blocked

—

minor intervention

3+ Gates Blocked

—

critical — intervene

Avg Readiness Score

—

out of 100

Production Accepted

—

WLCTF approved

🚦 Gate Check Matrix

All 6 prerequisite gates · ✅ open · ⚠ partial · 🔴 blocked

Readiness Score by Well

Commissioning Sub-Progress Radar

Mechanical · Electrical · Instrumentation · Overall comm.

⛽ Per-Well Commissioning Readiness

📅 Predicted Commissioning Start & Duration

Gantt view · predicted start + duration band · regression model output

📋 Full Commissioning Readiness Table

Well	Rig	Eng ✓	Const ✓	OHL ✓	AL ✓	Acceptance	Mech %	Elec %	Instr %	Comm %	Readiness	Gates Blocked	Pred. Start	Est. Duration	Delay Prob.	Risk

🔗

Critical Path AI Identification

AI

Graph-based CPM logic · AI infers likely path switches · dynamic recalculation on prerequisite change

Wells Analysed

—

Critical Tasks

—

zero float

Near-Critical

—

float ≤5d

Avg Path Length

—

days

Path Switches

—

predicted

Avg Free Float

—

days buffer

🔗 Critical Path Chain

Zero-float tasks — any slip extends final delivery

Task Float Distribution

📅 Critical Path Gantt

Phases per well · red = critical · amber = near-critical

Slip Impact Simulator

Projected completion impact if a task slips N days

📋 Full Critical Path Table

Well	Phase	Start	Finish	Duration	Free Float	Total Float	Critical?	Slip Impact

🧩

Project Delay Root Cause Analysis

AI

SHAP-style stage attribution · benchmark comparison · NLP-enriched remark analysis

Wells Analysed

—

Avg Eng Delay

—

days

Avg Const Delay

—

days

Avg Rig Delay

—

days

Top Root Cause

—

dominant stage

Program Delay

—

total days

📊 Delay Attribution by Stage

Stacked: Eng · Procurement · Construction · Rig · Commissioning

Root Cause Pareto

Stage frequency as dominant delay source

🧩 Per-Well Root Cause Breakdown

📋 Root Cause Detail Table

Well	Eng Delay	Proc Delay	Const Delay	Rig Delay	Comm Delay	Total Delay	Root Cause Stage	Contribution %	Intervention Owner

🗂

Well Program Optimization

AI

Operations research · configurable priorities · maximize readiness value − idle penalties − lateness penalties

Wells Scored

—

High Value

—

ready to sequence

Idle Days Saved

—

vs current plan

Avg Program Score

—

0-100

Resequence Recs

—

suggested swaps

Lateness Penalty

—

days at risk

🗂 Recommended Sequence

Optimal well order per rig · drag-to-reorder in production

Program Value Score by Well

Optimized vs Current Plan — Trade-off Analysis

📋 Program Optimization Table

Rank	Well	Rig	Current Seq	Opt Seq	Readiness	Priority	Value Score	Idle Penalty	Action

🔬

Operational Anomaly Detection

AI

Isolation Forest · robust z-score · weekly delta analysis · data vs operational anomaly classification

Snapshots Checked

—

Critical Anomalies

—

investigate now

Data Anomalies

—

likely data errors

Operational

—

real events

Avg Anomaly Score

—

Progress Jumps

—

≥15% / week

🔬 Anomaly Score Distribution

Weekly Progress Delta (8 weeks)

Jumps outside ±2σ flagged as anomalies

🚨 Investigation Queue

📋 Full Anomaly Log

Well	Week	Anomaly Type	Field	Expected	Actual	Delta	Z-Score	Anomaly Score	Classification

👷

Resource Allocation Optimization

AI

Linear programming · criticality-weighted priority · greedy crew assignment · expected days saved

Wells in Scope

—

Under-Resourced

—

tasks

Crew Moves Rec'd

—

Days Saved

—

if moves actioned

Avg Resource Gap

—

% effort

Avg Priority Score

—

Priority Score vs Resource Gap

Top-right = most critical, most under-resourced

Recommended Crew Moves

From surplus → deficit activity · days saved estimate

Workload Demand by Phase

📋 Resource Allocation Table

Well	Phase	Task	Remaining %	Days Left	Criticality	Priority Score	Resource Gap	Rec. Action	Days Saved

🤖

Autonomous Project Control AI

AI

Digital PM · learns stage duration patterns · compares live wells vs expected curves · surfaces explanations not scores

Wells Monitored

—

Auto Escalations

—

management flags

Actions Triggered

—

this week

Avg Health Index

—

0-100

Program Delay Prob

—

Risk Stage

—

most risky

Well Health Index Dashboard

Weighted: variance 40% · productivity 35% · data quality 25%

Autonomous Action Log

Actions triggered by PM AI this period

Stage Risk Heat Map

📋 Autonomous PM Monitoring Table

Well	Rig	Health Index	Risk Stage	Delay Prob.	Eng Variance	Productivity	Data Quality	Escalated	Recommended Action

🧬

Self-Healing Data Intelligence System

AI

Rule checks → classification → conservative imputation → human review routing · auto-repairs with full audit trail

Avg Completeness

—

filled / monitored fields

Auto-Healed

—

safe auto-repairs

Pending Review

—

human decision needed

Open Errors

—

unresolved

Date Seq. Errors

—

finish before start

Avg Confidence

—

repair confidence

📊 Completeness Score by Field

filled values ÷ total monitored records · target ≥90%

Error Classification Breakdown

Missing · Inconsistent · Date Sequence · Out-of-Range · Anomalous

✅ Auto-Heal Queue

High-confidence repairs · applied automatically · traceable

⚠ Human Review Queue

Complex or high-risk issues · suggested correction · approve / reject

Repair Confidence Distribution

Data Quality Score Trend (8 weeks)

📋 Full Repair Log & Audit Trail

Well	Field	Error Type	Detected	Current Value	Suggested Repair	Confidence	Method	Action	Status	Approve