Reservoir Benchmarking

Recovery Factor and
Analogue Benchmarking
For Mature Hydrocarbon Systems

Identifying and extending recovery potential across mature hydrocarbon systems as opportunities increasingly shift from discovery to extracting greater value from existing reservoirs.

Strong reservoir performance does not necessarily indicate best-in-class recovery.

Recovery reflects far more than geology alone. It reflects how reservoirs have evolved through development strategy, depletion, pressure support, well interventions, operating philosophy, and technical decision-making over time.

Fulcrium Reservoir Benchmarking brings together three complementary disciplines to assess recovery performance against relevant analogues, examine how development and reservoir-management choices influence outcomes, and identify opportunities warranting further technical investigation.

  1. Recovery Factor Benchmarking
  2. Analogue Benchmarking
  3. Fulcrium Longitudinal Comparative Intelligence™
Complementary Disciplines

Complementary Disciplines. World-Class Recovery. Better Reservoir Decisions.

Technical disciplines are fundamental to understanding and developing reservoirs – while Fulcrium Comparative Disciplines complement that expertise by providing independent comparative evidence to assess recovery performance against relevant analogues and examine the conditions associated with stronger outcomes.

ReservoirReservoir Engineering
SubsurfaceSeismic Interpretation
Rock & FluidPetrophysical Analysis
ModelsStatic & Dynamic Reservoir Modelling
Field EvidenceReservoir Surveillance
Performance EvidenceProduction History
Fulcrium Benchmarking Recovery Factor Benchmarking
Fulcrium Analogues Analogue Benchmarking
Fulcrium Comparative Layer Longitudinal Comparative Intelligence™
Converging Evidence Interpreting Recovery Performance Against Relevant Analogues
01Greater Decision Confidence
02Better Decisions
03Informed Recovery Evaluation
RecoveryEnhancement
ReserveGrowth
ProductionPersistence
InfrastructureUtilisation
Long-DurationValue Extension
Performance Relative to Best-in-Class Reveals the gap between current performance and what remains achievable. Best-in-Class Performance Current Performance 100% 75% 50% 25% 0% Performance Explore Appraise Develop Produce Process Transport Store Market Field Life / Time Gap emerges Early divergence becomes visible Gap persists Performance gap remains unresolved Value at stake
Recovery Factor Context

Strong Recovery Performance Does Not Necessarily Mean Best-In-Class Recovery

A recovery factor value, viewed in isolation, reveals very little.

A field achieving 35% recovery may be exceptional.

Another field achieving 35% recovery may be significantly underperforming.

What remains achievable depends upon reservoir architecture, drive mechanism, fluid properties, development maturity, waterflood performance, EOR implementation, reservoir management practices, and development sequencing.

Without valid analogues, recovery factor alone cannot establish whether a field is performing close to its achievable potential.

What Remains Achievable

Illustrative Recovery Factor Benchmark

Same Recovery Factor. Different Meaning.

Recovery factor only becomes meaningful when interpreted against valid analogues.

Field A 35% RF
Constrained analogue envelope
35%
Low Analogue Envelope High
Near upper analogue range

Relatively strong performance in one reservoir system

For one analogue population, 35% RF may sit near the upper end of observed recovery performance.

Field B 35% RF
Higher-performing analogue envelope
35%
Low Analogue Envelope High
Comparative performance gap

Below higher-performing analogues in another

For another analogue population, the same 35% RF may sit below observed peer performance, warranting investigation of the reasons and their relevance to this field.

The most significant opportunities often emerge where accepted interpretations no longer reflect what remains achievable.

As mature hydrocarbon systems evolve, future value creation increasingly depends upon extending recovery, preserving production persistence, maintaining infrastructure optionality, and extracting greater value from existing resource bases.

The greatest long-term value losses in sophisticated hydrocarbon systems rarely arise through obvious operational failure.

Long-term value losses often occur when organisations lose independent reference points – and can therefore no longer reliably establish what remains achievable.

Fulcrium Benchmarking provides a comparative reference point across comparable systems – helping identify where recovery strategies, development pathways, operating philosophies, investment decisions, and optimisation frameworks have become anchored to interpretations that no longer reflect what remains achievable.

When constrained interpretations shape reservoir development, the consequences can compound for decades – influencing recovery, reserve-life durability, production persistence, infrastructure utilisation, LNG monetisation, and long-duration value creation.

Ultimately, reservoir benchmarking helps organisations establish what world-class recovery looks like under comparable conditions – enabling better decisions over the life of mature hydrocarbon systems.

Fulcrium Longitudinal Comparative Intelligence™

Fulcrium Longitudinal Comparative Intelligence™

Longitudinal comparative intelligence accumulated across hydrocarbon systems over decades – and the discipline required to use that intelligence to identify and extend what remains achievable.
01

Establishing the Perspective

Fulcrium draws upon accumulated comparative experience to examine how hydrocarbon systems have developed, performed and evolved under differing technical and operating conditions.

02

Establishing What Remains Achievable

Where sufficiently comparable evidence is available, this independent perspective can help challenge existing performance expectations, distinguish reservoir constraints from development choices, and identify opportunities for further evaluation.

Fulcrium Longitudinal Comparative Intelligence™

From Comparative Intelligence to Long-duration Value Outcomes

01

Fulcrium establishes the perspective

Independent comparison of relevant reservoir, development and performance evidence over time.

02

Recovery potential is critically assessed

Existing assumptions are tested against appropriate analogues, with differences, uncertainties and limits of transferability explicitly considered.

03

Trajectory decisions are informed

Recovery strategy, development pathways, infrastructure choices, investment decisions and optimisation frameworks.

Recovery
Reserve-Life Durability
Production Persistence
Infrastructure Utilisation
LNG Monetisation
Long-Duration Value Creation

Why Comparative Perspective Matters

Fulcrium Longitudinal Comparative Intelligence™ occupies a distinct role within modern hydrocarbon systems.

Its purpose is not to replace existing technical capability.

Its purpose is to establish the comparative perspective through which what remains achievable can be assessed.

Recovery Factor Benchmarking

Recovery Factor Benchmarking

Identifying Where Recovery Performance Diverges

Across mature portfolios, RF Benchmarking helps establish where deeper investigation may be warranted.

01

Largest Apparent Recovery Gap

Which assets exhibit the greatest divergence from comparable recovery performance.

02

Priority for Deeper Investigation

Which assets warrant more detailed analogue benchmarking and technical review.

03

Potential Recovery Opportunity

Which assets exhibit recovery gaps that may indicate opportunities warranting further technical investigation.

04

Resource Allocation

Where further engineering evaluation may be most useful in determining whether identified recovery gaps are technically and economically actionable.

Illustrative Portfolio Screening

Recovery Factor Benchmarking Identifies Where Performance Diverges

Illustrative RF-gap screening helps prioritise where deeper analogue benchmarking may be warranted.

Field A Moderate RF Gap
Moderate
Field B Material RF Gap
Material
Field C High RF Gap
High
Field D Priority RF Gap
Priority
Lower apparent recovery gap Higher apparent recovery gap

Analogue Benchmarking

Recovery Factor Benchmarking identifies where recovery performance diverges.

Analogue Benchmarking investigates why recovery performance differs, distinguishing the influence of reservoir characteristics, development choices, operating constraints and reservoir-management practices.

It examines relevant reservoir analogues, assessing the extent and limitations of their comparability across reservoir characteristics and development histories, including reservoir architecture, sweep efficiency, pressure support strategy, injection history, well spacing, completion design, surveillance practices, EOR implementation, operating philosophy, and development sequencing.

The objective is to identify which observed performance differences may be relevant to the subject reservoir, examine the development and reservoir-management choices associated with them, and establish what warrants further technical evaluation.

Analogue Benchmarking

From Gap Identification to Gap Explanation

Recovery Factor Benchmarking identifies where performance diverges. Analogue Benchmarking investigates the reasons for that divergence and assesses the development choices that may influence future recovery.

01

RF Benchmarking

Identifies the recovery gap.

Current field RF 35%
Comparable systems 45%
Illustrative recovery gap 10 percentage points
Why?
02

Analogue Benchmarking

Investigates the recovery gap.

Reservoir Architecture
Sweep Efficiency
Pressure Support
Well Configuration
Surveillance Practices
EOR Implementation

How Recovery Factor and Analogue Benchmarking Work Together

From Benchmarking Insight to Recovery Pathways

Screen. Explain. Translate. Extend.

Recovery Factor Benchmarking and Analogue Benchmarking provide comparative evidence to inform further technical evaluation, development choices and the pursuit of long-duration reservoir value.

01

Screen the Portfolio

Identify where recovery performance appears to diverge.

02

Explain the Divergence

Examine relevant analogues to investigate the factors that may explain observed recovery differences.

03

Translate into Pathways

Identify recovery actions, technologies and development choices that may warrant further technical evaluation.

04

Extend What Remains Achievable

Inform operator evaluation of opportunities to improve recovery, sustain production and extend reservoir value.

The Most Important Reservoir Decisions Are Trajectory Decisions

The most important reservoir decisions are often not optimisation decisions.

They are trajectory decisions.

Trajectory decisions influence recovery, reserve-life durability, production persistence, infrastructure utilisation, LNG monetisation, and long-duration value creation for decades.

Once embedded, these decisions become increasingly difficult and costly to reverse.

Governing Value Outcomes

Reservoir Benchmarking ultimately influences far more than recovery factor.

The most important outcomes are often those that emerge over extended periods of time.

Governing Value Outcomes

Reservoir Benchmarking Ultimately Influences More Than Recovery Factor

The most important outcomes are often those that emerge across the full life of the hydrocarbon system.

01

Recovery

Informing decisions that may increase economically recoverable reserves.

02

Reserve-Life Durability

Assessing opportunities to extend productive life and strengthen long-term resilience.

03

Production Persistence

Informing interventions intended to sustain production and moderate decline.

04

Infrastructure Utilisation

Evaluating opportunities to improve utilisation of existing facilities and defer replacement.

05

LNG Monetisation

Informing decisions affecting long-duration feedgas availability and monetisation.

06

Long-Duration Value Creation

Supporting development choices with consequences for value over decades.

Why This Matters Now

Why This Matters Now

Fulcrium Within the Modern Hydrocarbon-System Ecosystem

Fulcrium Longitudinal Comparative Intelligence™ occupies a distinct role within modern hydrocarbon systems.
Its purpose is to establish the comparative perspective through which what remains achievable can be assessed.

Operator Expertise
Partner Ecosystems
Technical Forums
Datasets
AI-Enabled Optimisation
Comparative Layer

Fulcrium Longitudinal Comparative Intelligence™

Comparative perspective accumulated across hydrocarbon systems over decades.

What Remains Achievable
Recovery
Reserve-Life Durability
Production Persistence
Infrastructure Utilisation
LNG Monetisation
Long-Duration Value Creation

Establishing what remains achievable requires a longitudinal comparative foundation capable of maintaining valid interpretation across hydrocarbon systems, over time, and as conditions evolve.

The Fulcrium Dataset

The Comparative Foundation

Establishing what remains achievable requires more than identifying differences in recovery performance. It depends upon relevant comparative evidence, disciplined analogue interpretation, and an understanding of how reservoir characteristics, development choices, operating constraints, and reservoir-management practices influence outcomes over time.

The challenge is not simply to assemble comparisons, but to establish which differences are meaningful, which lessons are transferable, and where the available evidence permits defensible conclusions.

Not Assembled.
Accumulated.

Recovery factor benchmarking is the starting point.

The deeper value lies in accumulated comparative experience: understanding how hydrocarbon systems perform, diverge, mature, and respond to differing development and reservoir-management choices over extended periods of time.

Fulcrium draws upon its long-standing oil and gas benchmarking experience to bring an independent comparative perspective to reservoir development and performance. The reservoir-specific evidence applicable to any engagement is determined by the geological setting, recovery mechanism, development history, data availability, and the comparability required by the question under examination.

The Foundation

The Comparative Foundation

Fulcrium's accumulated oil and gas benchmarking experience provides the foundation for its independent comparative perspective. Its value lies not in scale alone, but in the continuity of observation, diversity of operating contexts, and discipline of interpreting performance differences across hydrocarbon systems.

26+
Years
Oil and gas benchmarking experience since 2000
90+
Operators & Companies
Organisations across Fulcrium's wider benchmarking work
40+
Countries
Geographic reach of Fulcrium's oil and gas benchmarking experience

These figures describe Fulcrium's broader oil and gas benchmarking experience. Reservoir-specific comparisons are determined by the evidence available for the particular geological setting, recovery mechanism, development history, and technical question under examination.

Contexts That Shape Reservoir Comparability
Conventional and unconventional hydrocarbon systems
Conventional & Unconventional Systems
Resource characteristics and production mechanisms influence which analogues are relevant and what performance comparisons can reasonably establish.
Mature and emerging hydrocarbon basins
Mature & Emerging Basins
Basin maturity, infrastructure availability, development history, and operating conditions influence the interpretation and transferability of comparative evidence.
Primary secondary and tertiary recovery mechanisms
Recovery Mechanisms
Primary, secondary, and tertiary recovery involve different displacement processes, development choices, and performance expectations that must be considered when assessing analogue comparability.

Fulcrium Longitudinal Comparative Intelligence™

Fulcrium's accumulated comparative experience provides a foundation for examining how hydrocarbon systems perform, diverge, mature, and respond to development and operating decisions over time.

Applied to reservoir benchmarking, this perspective can help challenge established recovery expectations, distinguish reservoir constraints from development and management choices, and identify opportunities warranting further technical investigation.

The strength of any conclusion depends upon the quality, relevance, and sufficiency of the reservoir-specific evidence available, including the comparability and transferability of the analogues examined.

Expanding What Remains Achievable

Comparative Visibility
Future Potential
↓
01

Additional Economically Recoverable Reserves

02

Reserve-Life Durability

03

Production Persistence

04

Infrastructure Persistence

05

LNG Monetisation

06

Long-Duration Value Creation