What is Point5to1™?
A human-centered methodology for designing AI-ready organizations.
Most organizations can build an AI prototype.
The challenge isn't creating a demo. It's turning that prototype into a reliable way of working.
Point5to1™ helps organizations understand expert work, design how humans and AI should collaborate, and create the operational specifications needed to move from prototype to production.
How it helps
Before AI can reliably perform work, the work itself must be understood.
That means identifying:
How work flows across people and systems
Where experts apply judgment
The knowledge they rely on
The rules they follow
The exceptions they manage
Where AI can participate safely and effectively
The result is a blueprint that makes AI implementation more predictable, explainable, and scalable.
How it works
Discover
Understand the business ecosystem.
Decode
Develop a deeper understanding of key experts.
Deconstruct
Map key workflows for each expert.
Design
Design human-AI collaboration.
Deliver
Deliver AI-ready specifications.
Evaluate & Improve
Evaluate outcomes and improve continuously.
What you receive
A typical Point5to1™ engagement produces a set of operational assets, including:
Business ecosystem map
A visual representation of the business ecosystem, including key stakeholders, systems, goals, and constraints.
Expert knowledge models
Structured models that document expert knowledge, decision-making, and judgment.
Workflow intelligence
A collection of workflow maps documenting activities, decisions, rules, exceptions, and handoffs.
Human-AI blueprint
Design human-AI collaboration.
AI operational specifications
Structured specifications that define the information needed to build and integrate AI-enabled workflows.
Evaluation framework
A framework for evaluating AI performance and guiding continuous improvement.
These assets become the foundation for building reliable AI systems.
Who it’s for
Point5to1™ is designed for organizations where expertise, judgment, and complex workflows create competitive advantage.
Wealth management firms
Family offices
Founder-led companies
Middle-market companies
Enterprise companies
AI automation agencies
If your organization depends on expert knowledge to make important decisions, Point5to1™ can help you understand that work before redesigning it with AI.
Ready to move from prototype to production?
Whether you're exploring AI for the first time or looking to make an existing solution production-ready, I'd be happy to learn more about your organization and discuss how Point5to1™ could help.