AI Advisory · Strategic Guidance
Before You Ask What AI Can Do, Get Clear About What the Business Needs.
The growing number of AI tools can make it tempting to begin with technology. Tonya takes a different approach.
Her AI advisory work begins with the business: what the organization is trying to accomplish, where meaningful value is created, where capacity or opportunity may be constrained, how important work gets done today, and where artificial intelligence may, or may not, improve the outcome.
The objective is not AI for the sake of AI. It is intentional adoption tied to meaningful business value.
AI Advisory · Strategic Guidance
Before You Ask What AI Can Do, Get Clear About What the Business Needs.
The growing number of AI tools can make it tempting to begin with technology. Tonya takes a different approach.
Her AI advisory work begins with the business: what the organization is trying to accomplish, where meaningful value is created, where capacity or opportunity may be constrained, how important work gets done today, and where artificial intelligence may, or may not, improve the outcome.
The objective is not AI for the sake of AI. It is intentional adoption tied to meaningful business value.
AI Advisory · Strategic Guidance
Before You Ask What AI Can Do, Get Clear About What the Business Needs.
The growing number of AI tools can make it tempting to begin with technology. Tonya takes a different approach.
Her AI advisory work begins with the business: what the organization is trying to accomplish, where meaningful value is created, where capacity or opportunity may be constrained, how important work gets done today, and where artificial intelligence may, or may not, improve the outcome.
The objective is not AI for the sake of AI. It is intentional adoption tied to meaningful business value.
For Leaders Asking Better Questions
Strategic AI Conversations for Leaders
Tonya works with leaders and organizations that are asking questions such as:
Better questions lead to better decisions — and better outcomes.
01
Where could AI create meaningful value in our organization?
03
Which processes or areas of work deserve closer examination?
05
Are we ready to automate this process, or should we improve it first?
07
What risks, governance considerations, or questions require further attention before moving forward?
02
Where should we begin?
04
What are we doing today that AI could support, strengthen, or make more scalable?
06
Where should people remain meaningfully involved?
08
How do we prioritize opportunities instead of chasing every new AI capability?
For Leaders Asking Better Questions
Strategic AI Conversations for Leaders
Tonya works with leaders and organizations that are asking questions such as:
Better questions lead to better decisions — and better outcomes.
01
Where could AI create meaningful value in our organization?
02
Where should we begin?
03
Which processes or areas of work deserve closer examination?
04
What are we doing today that AI could support, strengthen, or make more scalable?
05
Are we ready to automate this process, or should we improve it first?
06
Where should people remain meaningfully involved?
07
What risks, governance considerations, or questions require further attention before moving forward?
08
How do we prioritize opportunities instead of chasing every new AI capability?
For Leaders Asking Better Questions
Strategic AI Conversations for Leaders
Tonya works with leaders and organizations that are asking questions such as:
Better questions lead to better decisions — and better outcomes.
01
Where could AI create meaningful value in our organization?
03
Which processes or areas of work deserve closer examination?
05
Are we ready to automate this process, or should we improve it first?
07
What risks, governance considerations, or questions require further attention before moving forward?
02
Where should we begin?
04
What are we doing today that AI could support, strengthen, or make more scalable?
06
Where should people remain meaningfully involved?
08
How do we prioritize opportunities instead of chasing every new AI capability?
AI Advisory
Areas of Advisory Support
Depending on the organization's needs and the scope of the engagement, advisory work may include:
05
01
AI Opportunity Exploration
Examining business priorities, challenges, areas of lost value, capacity constraints, and opportunities where AI may warrant further consideration.
02
Process & Workflow Discovery
Looking more closely at how work currently gets done so potential AI opportunities are considered in the context of the underlying process rather than in isolation.
03
Human-in-the-Loop Decision Design
Exploring where AI can support work and decisions, where meaningful human review is appropriate, and where judgment, accountability, relationships, or responsibility should remain in human hands.
04
AI Readiness & Adoption Conversations
Helping leadership teams identify questions involving people, processes, data, trust, governance, and organizational readiness that may need to be addressed as AI adoption progresses.
05
Opportunity Prioritization & Next-Step Planning
Helping leaders distinguish between what is technologically interesting and what deserves business attention, and developing clearer priorities for further evaluation, experimentation, or implementation.
AI Advisory
Areas of Advisory Support
Depending on the organization's needs and the scope of the engagement, advisory work may include:
05
01
AI Opportunity Exploration
Examining business priorities, challenges, areas of lost value, capacity constraints, and opportunities where AI may warrant further consideration.
02
Process & Workflow Discovery
Looking more closely at how work currently gets done so potential AI opportunities are considered in the context of the underlying process rather than in isolation.
03
Human-in-the-Loop Decision Design
Exploring where AI can support work and decisions, where meaningful human review is appropriate, and where judgment, accountability, relationships, or responsibility should remain in human hands.
04
AI Readiness & Adoption Conversations
Helping leadership teams identify questions involving people, processes, data, trust, governance, and organizational readiness that may need to be addressed as AI adoption progresses.
05
Opportunity Prioritization & Next-Step Planning
Helping leaders distinguish between what is technologically interesting and what deserves business attention, and developing clearer priorities for further evaluation, experimentation, or implementation.
The Guiding Principle
The Goal Is Not More AI. It Is Better Use of AI.
Not every problem requires artificial intelligence.
Not every process should be automated.
And not every decision should be delegated.
Strong AI adoption begins with understanding what the organization is trying to accomplish and then determining where technology can create meaningful value without unnecessarily sacrificing judgment, accountability, trust, or the human strengths on which the organization depends.
The Guiding Principle
The Goal Is Not More AI. It Is Better Use of AI.
Not every problem requires artificial intelligence.
Not every process should be automated.
And not every decision should be delegated.
Strong AI adoption begins with understanding what the organization is trying to accomplish and then determining where technology can create meaningful value without unnecessarily sacrificing judgment, accountability, trust, or the human strengths on which the organization depends.
For Teams & Leadership Groups
Designed Around Your Organization
Workshops can be adapted to the audience, business context, and desired outcome.
The objective is not to leave participants with a longer list of AI tools. It is to leave them with better questions, clearer priorities, and a more intentional way to determine where AI could create meaningful value.
WHAT PARTICIPANTS LEAVE WITH
Better questions, not longer tool lists.
Clearer priorities for where AI belongs.
A more intentional way to evaluate opportunity.
For Teams & Leadership Groups
Designed Around Your Organization
Workshops can be adapted to the audience, business context, and desired outcome.
The objective is not to leave participants with a longer list of AI tools. It is to leave them with better questions, clearer priorities, and a more intentional way to determine where AI could create meaningful value.
WHAT PARTICIPANTS LEAVE WITH
Better questions, not longer tool lists.
Clearer priorities for where AI belongs.
A more intentional way to evaluate opportunity.