The pezscales Framework
From critical decisions to measurable results.
FORGE is our five-stage approach to solving consequential business problems. We start with the problem, not the technology—combining experienced judgment, data intelligence, and hands-on execution to turn better decisions into measurable results.
F
Frame
Define the problem worth solving and the data that exists
O
Orient
Understand reality, uncover the constraints, and avaliable data
R
Run
Iterative build with continuous evaluation against benchmarks
G
Gate
Staged rollout with human-in-the-loop controls and monitoring
E
Evolve
Measure, improve, and compound the results.
F — Phase 1
Frame
Problem Definition
Structured workshops to separate AI-appropriate problems from those better solved by process or software.
Data Audit
Assessment of data quality, availability, labeling, and governance for the target use case.
Success Criteria
Quantified definitions of what good looks like, agreed before architecture decisions.
Feasibility Assessment
Technical and data feasibility validation with a clear go/no-go recommendation.
O — Phase 2
Orient
Operational Discovery
Understand how work gets done and how important decisions are made.
Performance Baseline
Establish current performance using reliable financial and operational evidence.
Constraint Analysis
Separate visible symptoms from the underlying causes limiting business results.
Data & Systems Review
Assess the information, workflows, and technology affecting the problem.
R — Phase 3
Run
Solution Design
Develop the right mix of people, technology, and process to address the opportunity.
Rapid Prototyping
Build and test targeted solutions in real-world conditions.
Integration & deployment
Implement into existing workflows with minimal disruption.
Change Enablement
Equip teams, establish ownership, and drive adoption.
G — Phase 4
Gate
Review and Understand
Observe system benefits. Reevaluate where humans come in and the work trades off.
Risk & Compliance Review
Measure results against success criteria and quantify business impact.
Scale Readiness
Determine what's needed to scale, refine, or stop.
Executive Decision
Provide a clear recommendation with the product to move forward and a champion on the other side.
E — Phase 5
Evolve
Outcome Measurement
Track performance against established baselines and agreed success measures.
Continuous Improvement
Use new evidence to refine decisions, workflows, systems, and performance.
Capability Transfer
Equip internal teams with the knowledge and ownership to sustain progress.
Scale What Works
Expand successful improvements where the results and economics justify it.
Getting Started
Let's start with the problem, not the technology.
64% of surveyed CEOs say fear of falling behind drives them to invest in technology before they have a clear vision of its value. Be wise in the age of AI.
