DF-01Foundational
Field Document OCR Pipeline
Turns decades of scanned reports, logs and maps into searchable text, including Persian and Arabic documents and handwritten annotations.
Data FoundationAI
83
Capabilities
All 83 of them, filterable by family, maturity, delivery wave and owning unit.
83 of 83 capabilities
- DF-02Foundational
Structured Extraction from Reports
Pulls the numbers out of the reports — depths, rates, pressures, volumes, dates — and puts them into a database with a link back to the page they came from.
Data FoundationAIDomain - DF-03Foundational
Archive Auto-Tagging & Classification
Works out what each document is and which well, field and date it belongs to, so the archive becomes navigable rather than a folder tree.
Data FoundationAI - DF-04Foundational
Well Master Data Management
Establishes one authoritative record per well that every other system agrees with, including a single answer to how deep it is and where the top of the reservoir sits.
Data FoundationITDomain - DF-05Intermediate
OSDU-Aligned Data Model
Adopts the industry data standard so that your data is portable between vendors, without requiring the full OSDU platform on your own infrastructure.
Data FoundationIT - DF-06Foundational
SCADA/Historian Connectivity & TSDB
Gets the live sensor data out of the control system safely and stores it at full resolution, which almost nothing else on this site does.
Data FoundationIoTIT - DF-07Foundational
Automated Data Quality Control
Continuously checks incoming data for stuck sensors, impossible values, missing periods and broken units, and reports the field’s data health as a number.
Data FoundationITAI - DF-08Foundational
Data Lineage & Catalog
Answers "where did this number come from" for any figure in any report, and lists what exists and who owns it.
Data FoundationIT - DF-09Foundational
Field Data Readiness Assessment
A paid four-to-six week study that tells you, before you commit to anything, which capabilities your data can actually support today.
Data FoundationDomainIT - DR-01Intermediate
Real-Time ROP Optimization
Rate of penetration is how fast the bit makes hole. This recommends the weight and rotation speed that make it fastest without wrecking the bit.
Drilling IntelligenceAIDomain - DR-02Intermediate
Early Kick Detection & Well Control
A kick is formation fluid entering the wellbore. Left unchecked it becomes a blowout. This watches eleven sensor streams and warns the crew minutes earlier than pit-volume alarms do.
Drilling IntelligenceAIIoT - DR-03Frontier
Permeability from Mud Loss Data
Mud that disappears into the formation is telling you something about how easily fluid moves through the rock. This reads that signal instead of discarding it.
Drilling IntelligenceAIDomain - DR-04Intermediate
Wellbore Stability Prediction
Predicts the mud weight window that keeps the hole open — not too light and it caves, not too heavy and it fractures.
Drilling IntelligenceAIDomain - DR-05Intermediate
Stuck Pipe Prediction
Warns that the string is becoming hard to move, typically twenty to sixty minutes before it stops moving at all.
Drilling IntelligenceAI - DR-06Foundational
Real-Time Torque, Drag & Hydraulics
Compares what the string should weigh and how hard the pumps should work against what is actually measured, and flags the gap.
Drilling IntelligenceDomainAI - DR-07Intermediate
Drilling Fluid Design Optimization
Recommends the mud formulation for the next section based on what worked in comparable sections, and what it cost.
Drilling IntelligenceAIDomain - DR-08Intermediate
Cement Job Quality Prediction
Predicts whether the cement behind the casing will isolate properly, from the job data, before the evaluation log is run.
Drilling IntelligenceAI - DR-09Frontier
AI-Assisted Geosteering
Keeps the horizontal well inside the target layer by continuously re-matching the measured logs to the geological model.
Drilling IntelligenceAIDomain - DR-10Intermediate
Bit Wear & Remaining Useful Life
Estimates how much drilling the bit has left, so the trip happens on purpose rather than after a failure.
Drilling IntelligenceAIIoT - DR-11Frontier
Automated Drilling Program Design
Drafts the casing, mud and BHA programme for a new well from the field’s own drilling history, for an engineer to review.
Drilling IntelligenceAIDomain - DR-12Foundational
Rig Equipment Health Monitoring
Watches the mud pumps, top drive and drawworks for the vibration and temperature patterns that precede a breakdown.
Drilling IntelligenceIoTAI - DR-13Foundational
NPT Root-Cause & Offset Well Lookup
Reads every daily drilling report the operator has ever filed and answers, in seconds, what went wrong at this depth in this field before.
Drilling IntelligenceAI - DR-14Foundational
Well Trajectory & Anti-Collision
Checks the planned and actual well path against every other well on the pad, with the survey uncertainty included.
Drilling IntelligenceDomainIT - DR-15Frontier
Managed Pressure Drilling Support
Helps hold bottom-hole pressure inside a narrow window by predicting what the choke needs to do before the transient arrives.
Drilling IntelligenceDomainAI - FA-01Foundational
Rotating Equipment Condition Monitoring
Listens to pumps, compressors and turbines continuously and identifies the specific defect — bearing, imbalance, misalignment, looseness — from the vibration signature.
Facilities, Rotating Equipment & IntegrityIoTAI - FA-02Foundational
ISO 14224 Predictive Maintenance
Puts every piece of equipment into one reliability taxonomy so that failure rates mean the same thing across all fields, and maintenance is planned from them.
Facilities, Rotating Equipment & IntegrityAIIT - FA-03Intermediate
Separation & Desalting Optimization
Tunes separator and desalter operation to meet the export specification with less chemical, less heat and fewer off-spec events.
Facilities, Rotating Equipment & IntegrityAIDomain - FA-04Intermediate
Corrosion & Pipeline Integrity
Predicts where a line is corroding fastest and how long it has left, so inspection and replacement go where the risk actually is.
Facilities, Rotating Equipment & IntegrityAIDomain - FA-05Foundational
Risk-Based Inspection Planning
Allocates a fixed inspection budget to the equipment where failure would hurt most and is most likely, with the reasoning written down.
Facilities, Rotating Equipment & IntegrityDomainAI - FA-06Foundational
Well Integrity Management
Tracks every well’s barriers and annulus pressures against the operating envelope, and escalates the wells that are outside it.
Facilities, Rotating Equipment & IntegrityIoTAI - FA-07Foundational
Field Energy Management
Shows where the field’s fuel and power actually go, per barrel, and which equipment is drifting away from its best efficiency.
Facilities, Rotating Equipment & IntegrityAIIoT - FA-08Frontier
Surface Facilities Digital Twin
A live process model of the plant that stays calibrated against the real one, used to test a change before making it.
Facilities, Rotating Equipment & IntegrityDomainAIIT - HS-01Foundational
Field Safety Computer Vision
Uses the cameras already installed to spot missing protective equipment, people in restricted zones and unsafe proximity to lifting operations.
HSE, Emissions & SecurityAIIoT - HS-02Intermediate
Gas Leak & Flame Detection
Adds optical gas imaging and flame detection on camera to the fixed point detectors, so a leak between detectors is still seen.
HSE, Emissions & SecurityAIIoT - HS-03Intermediate
Methane Monitoring & OGMP 2.0 Reporting
Builds a methane inventory from measurements rather than from emission factors, at the level of detail OGMP 2.0 actually asks for.
HSE, Emissions & SecurityAIDomain - HS-04Foundational
Intelligent Flare Monitoring
Watches the flare on camera to confirm it is lit, estimate how much is being burned, and detect smoking or incomplete combustion.
HSE, Emissions & SecurityAIIoT - HS-05Foundational
Equipment Nameplate & Tag OCR
A technician photographs a nameplate and the equipment record is created or matched, instead of being typed from memory later.
HSE, Emissions & SecurityAI - HS-06Foundational
Personnel & Asset Tracking
Knows who is on site and roughly where, so a muster after an alarm takes minutes instead of a headcount by radio.
HSE, Emissions & SecurityIoTIT - HS-07Intermediate
Drone & Robotic Inspection
Flies or drives the inspection route so that people do not have to work at height or enter confined spaces as often.
HSE, Emissions & SecurityIoTAI - HS-08Intermediate
OT Cybersecurity Monitoring
Watches the control network passively for devices, traffic and commands that should not be there.
HSE, Emissions & SecurityITIoT - KC-01Foundational
Technical Knowledge Assistant (RAG)
Ask a question about your own field in Persian, Arabic, English or Spanish and get an answer with the report and page it came from.
Knowledge & CopilotAI - KC-02Frontier
Domain-Specific Language Model
A model further trained on petroleum engineering text, so it uses the field’s vocabulary correctly in Persian and Arabic as well as English.
Knowledge & CopilotAI - KC-03Frontier
Multimodal Subsurface Assistant
Understands log images, maps and cross-sections alongside text, so you can ask a question about a figure rather than only about a paragraph.
Knowledge & CopilotAI - KC-04Intermediate
Operations Copilot with Tool Calling
Answers questions that need live data by querying the systems directly — "which wells are down and for how long" — and shows the query it ran.
Knowledge & CopilotAIIT - KC-05Foundational
Automated Reporting
Produces the daily, weekly and monthly reports from the data automatically, with the narrative drafted and the numbers already reconciled.
Knowledge & CopilotAIIT - KC-06Intermediate
Expert Knowledge Capture
Captures what the experienced engineers know before they retire, in a form the next engineer can actually find.
Knowledge & CopilotDomainAI - OP-01Foundational
Offline-First Field Data Capture
Operators record readings and observations on a phone that works with no signal, and everything syncs when the device gets back to coverage.
Operations DigitalizationIT - OP-02Foundational
Electronic Permit to Work & LOTO
Moves permits and isolation certificates off paper, so conflicting work on the same equipment is blocked automatically rather than caught by memory.
Operations DigitalizationIT - OP-03Foundational
CMMS / ERP Integration
Connects the platform’s predictions to the systems that actually create work orders and order parts, so an alert becomes a scheduled job.
Operations DigitalizationIT - OP-04Foundational
Supply Chain & Tubular Inventory
Tracks what tubulars and critical spares actually exist, where they are, and what the drilling programme will need them for.
Operations DigitalizationITAI - OP-05Intermediate
Field Logistics Planning
Plans crew, vehicle and material movements across the field so that fewer kilometres are driven, which is also the largest safety exposure most operators have.
Operations DigitalizationAIIT - OP-06Intermediate
Training Simulator & Competency
Lets operators practise upsets and start-ups against a model of their own plant, and records what they can demonstrably do.
Operations DigitalizationDomainIT - OP-07Foundational
Integrated Operations Center
One room, and one screen layout, where production, drilling, maintenance and HSE see the same numbers at the same time.
Operations DigitalizationIT - OP-08Frontier
Real-Time Decision Support Layer
Brings the recommendations from every capability into one prioritised queue, so the team works the highest-value item rather than the loudest alarm.
Operations DigitalizationAIIT - PR-01Foundational
Production Forecasting
Forecasts what each well will produce next month, and tells you which wells it is not confident about.
Production & Artificial LiftAI - PR-02Intermediate
Intelligent Well Problem Diagnosis
When a well drops, it names the likely cause — scale, water breakthrough, lift failure, choke or reservoir — instead of only flagging the drop.
Production & Artificial LiftAIDomain - PR-03Frontier
Gas Lift Allocation Optimization
Decides how to split a limited supply of lift gas across the wells that want it, to maximise oil rather than gas injected.
Production & Artificial LiftAIDomain - PR-04Intermediate
ESP Monitoring & Failure Prediction
Watches the downhole pump’s electrical and pressure signature to warn of gas lock, wear or burnout before the well stops.
Production & Artificial LiftAIIoT - PR-05Foundational
Sucker Rod Pump Card Analysis
Reads the dynamometer card automatically and names the downhole condition — gas interference, fluid pound, worn valve, parted rod.
Production & Artificial LiftAIIoT - PR-06Intermediate
Virtual Flow Metering
Estimates each well’s oil, water and gas rate continuously from pressure and temperature, between the physical tests.
Production & Artificial LiftAIDomain - PR-07Foundational
Production Allocation & Back-Allocation
Splits the metered facility total back to individual wells with a documented, repeatable method instead of a spreadsheet nobody can audit.
Production & Artificial LiftDomainIT - PR-08Intermediate
Flow Assurance Prediction
Predicts where wax, hydrate, scale or slugging will form in the flowline before the line blocks.
Production & Artificial LiftAIDomain - PR-09Intermediate
Acidizing Design Optimization
Chooses which wells will actually respond to an acid job, and what volume and placement to use.
Production & Artificial LiftAIDomain - PR-10Foundational
Sand Control Candidate & Design
Decides which wells will produce sand and sizes the gravel and screen for the ones that will.
Production & Artificial LiftDomain - PR-11Intermediate
Waterflood & Produced Water Management
Works out which injector is actually supporting which producer, and where the injected water is being wasted.
Production & Artificial LiftAIDomain - PR-12Foundational
Workover Candidate Prioritization
Ranks which wells to intervene on next by expected barrels per dollar, with rig availability in the calculation.
Production & Artificial LiftAIDomain - PR-13Foundational
Automated Nodal Analysis
Runs the inflow-outflow calculation for every well in the field on a schedule, instead of for a few wells when someone has time.
Production & Artificial LiftDomain - PR-14Frontier
Gathering Network Optimization
Optimises the whole surface network together — chokes, routing and separator pressures — rather than one well at a time.
Production & Artificial LiftAIDomain - SR-01Frontier
Smart Proxy Reservoir Simulation
A learned stand-in for the full reservoir simulator that answers in seconds instead of hours, so an engineer can test fifty scenarios instead of three.
Subsurface & Reservoir IntelligenceAIDomain - SR-02Frontier
Automated History Matching
Tunes the reservoir model until it reproduces what the field actually produced, automatically and with the uncertainty kept rather than discarded.
Subsurface & Reservoir IntelligenceAIDomain - SR-03Intermediate
Automated Facies Classification
Labels rock type from well logs across hundreds of wells consistently, which a team of interpreters working separately cannot do.
Subsurface & Reservoir IntelligenceAI - SR-04Intermediate
Digital Rock & Core Image Analysis
Measures porosity, grain size and fracture density from core photographs and CT scans instead of from a description written twenty years ago.
Subsurface & Reservoir IntelligenceAI - SR-05Frontier
Generative Inter-Well Modeling
Fills the rock between wells with geologically plausible detail instead of a smooth interpolation that no outcrop ever looked like.
Subsurface & Reservoir IntelligenceAI - SR-06Frontier
Deep Learning Seismic Interpretation
Picks faults and horizons across a full seismic volume in hours, leaving the interpreter to judge rather than to click.
Subsurface & Reservoir IntelligenceAI - SR-07Foundational
Well Log QC & Missing Log Synthesis
Finds the bad intervals in the log archive and reconstructs curves that were never run, so the field has a complete set to work from.
Subsurface & Reservoir IntelligenceAI - SR-08Frontier
EOR/IOR Strategy Optimization
Searches injection strategies — what to inject, where, and at what rate — against recovery and cost together.
Subsurface & Reservoir IntelligenceAIDomain - SR-09Foundational
EOR Method Screening
Rules out the EOR methods that cannot work in this reservoir before anyone spends a year simulating them.
Subsurface & Reservoir IntelligenceDomainAI - SR-10Frontier
Development Well Placement
Searches for where the next wells should go, with drilling feasibility and surface constraints inside the search rather than applied afterwards.
Subsurface & Reservoir IntelligenceAIDomain - SR-11Intermediate
Forecasting with Uncertainty
Produces P10, P50 and P90 production forecasts whose spread is calculated, not chosen to look reasonable.
Subsurface & Reservoir IntelligenceAI - SR-12Intermediate
Automated Well Test Interpretation
Reads pressure build-up data, proposes the reservoir model behind it, and flags the tests that are not interpretable.
Subsurface & Reservoir IntelligenceAIDomain - SR-13Foundational
PVT Modeling & EOS Tuning
Extracts fluid study data from decades of laboratory reports and tunes the equation of state against all of it, not against the one report someone had to hand.
Subsurface & Reservoir IntelligenceDomainAI - SR-14Foundational
Automated Reserves Estimation & DCA
Fits decline curves across every well in the field on a consistent basis and keeps the audit trail that a reserves report needs.
Subsurface & Reservoir IntelligenceDomainAI - SR-15Frontier
Field Development Plan Optimization
Evaluates whole development concepts — well count, phasing, facility size — as one connected problem instead of four separate studies.
Subsurface & Reservoir IntelligenceDomainAI