Built on two decades of PI AF experience and wisdom, our framework targets the key areas that limit PI AF's full value potential — turning each engagement into a tailored plan to raise “value to the power of AF.”
Each review pinpoints gaps across these dimensions and prioritizes the highest-value fixes.
Naming, structure, templates, and standards that keep AF consistent, scalable, and easy to maintain.
Calculation health, scheduling, and efficiency — so AF analytics run fast and reliably at scale.
Trustworthy, well-contextualized operational data as the foundation for every downstream decision.
Driving real use across teams — turning a built-out AF into value people act on every day.
An AF design that holds up across sites, enterprise rollouts, and growing analytics demands.
Connecting AF to business outcomes — performance, capacity, risk, and operational excellence.
We review your AF environment against the framework, drawing on a portfolio of proven collateral.
Findings are ranked by value and effort, so you fix what matters most first.
We build a unique action plan with you, including the right technology and service providers.
Ongoing oversight on a retainer basis keeps the plan on track and the value compounding.
Focused on the operational use, maturity, performance, and governance of PI AF. Each package has a defined scope of engagement, methodology, and deliverable, with recommended actions to address areas of improvement.
A rapid expert assessment of your AF environment, surfacing the issues that quietly limit performance and trust.
Evaluate naming, structure, templates, and standards; deliver a roadmap to a consistent, scalable AF.
Diagnose calculation health and scheduling; recommend changes that reclaim capacity and speed.
Measure how AF is actually used and chart the path to broader, higher-value adoption.
Assess the reliability and context of your operational data feeding AF and analytics.
Ongoing input and oversight on a retainer basis to guide implementation of the action plan.
Each engagement: defined scope · proven methodology · clear deliverable. We collaborate with you on the plan of action, including selection of technology and service providers.
For the use of PI AF in support of strategic initiatives — each with a defined scope, methodology, and deliverable.
Define how PI AF underpins a living digital twin — the contextual model that connects assets, data, and analytics into a single source of operational truth.
Position AF as the trusted, well-governed foundation that powers advanced analytics, machine learning, and AI initiatives at scale.
Prepare your AF context layer so generative-AI and copilots can reason over operational data with accuracy and confidence.
A standards-driven strategy for rolling PI AF out across sites and business units — consistent templates, governance, and scale.
Embed AF best practices from day one on large greenfield and capital projects, avoiding costly rework later.
Integrate, separate, or harmonize AF structures through mergers, acquisitions, and divestitures with minimal disruption.
Connect AF to OE programs — KPIs, performance monitoring, and continuous improvement that move business outcomes.
Leverage AF as the contextual backbone for emissions, energy, and sustainability reporting built on trustworthy data.
Each engagement: defined scope · proven methodology · clear deliverable. We help you connect PI AF to the strategic initiatives that matter most.
Schedule a conversation and we'll help you shape the right plan — tactical, strategic, or both.