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ARM (Adaptive Resource Management)

Enables rapid scenario creation to test pipeline dynamics, capacity constraints, and investment value tradeoffs.
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Accelerator

ARM (Adaptive Resource Management)

Enables rapid scenario creation to test pipeline dynamics, capacity constraints, and investment value tradeoffs.

Static forecasts can't keep up with dynamic life sciences portfolio changes

Life sciences portfolios are dynamic and long-cycle. Leaders must continuously adjust key planning drivers and assumptions to keep plans realistic and delivery on track.

Why does dynamic resource forecasting still remain out of reach?

Fragmented systems and disconnected data

Fragmented systems and disconnected data

Static, template or spreadsheet-driven forecasting models

Static, template or spreadsheet-driven forecasting models

Time consuming task of building and testing forecasting models

Time consuming task of building and testing forecasting models

Decisions are made on ad hoc, non-repeatable analyses

Decisions are made on ad hoc, non-repeatable analyses

Batch planning cycles can't keep up with portfolio change

Batch planning cycles can't keep up with portfolio change

ARM is set to solve these challenges.

What is ARM ?

i2e ARM is a custom solution which enables dynamic, parameter-driven scenario modeling, it functions as a critical decision feeder allowing portfolio and resource leaders to test Portfolio/Program/Study/Country/Site level changes and instantly see downstream impacts on resource demands and labor costs, without rebuilding forecasts from scratch.

What is ARM

Decision-ready scenarios in seconds, not weeks.

How ARM works?

How ARM works

From static forecasting to dynamic ARM-driven planning

AreaBefore ARMAfter ARM
ForecastingManual rebuilds for every changeParameter-driven recalculation
ScenariosDays or weeksSeconds (Variance to Baseline analysis)
GovernanceNo versioning or audit trailVersioned, auditable scenarios
Planning cadencePeriodic batch updatesContinuous replanning

ARM vs native PPM forecasting

ARM is purpose-built for pharma portfolio complexity, not limited by static PPM tool configurations.

  • Designed to inform scenario-first decision making
  • Parameter-driven, not template or spreadsheet-driven
  • Integrates across multiple execution systems
  • Provides specific demand inputs required for high-level portfolio strategy and investment value decisions.
  • Built to handle complex portfolio volatility and risk balancing
ARM vs native PPM forecasting
See how ARM enables dynamic resource forecasting
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