Services
Build the product.
Change the system.
Strengthen the leaders.
AI becomes valuable when product, operating model, and leadership move together. Our three service lines address that full system.
One connected model
Build. Operate. Lead.
01 · Build
AI Product Development
Turn a consequential problem into a useful AI product people can trust and operate.
We work from product thesis through implementation, connecting customer value to the architecture, data, model behavior, economics, and controls required in production.
When this work matters
- A high-value workflow is clear, but the right AI product is not
- Experiments need a path to reliable production use
- Model cost, latency, or quality needs to become visible and manageable
Representative work
- Opportunity framing and product strategy
- Rapid validation and prototyping
- AI applications, agents, and decision-support systems
- Provider abstraction and grounding architecture
- Cost, quality, latency, and usage telemetry
Practical outputs
- Product thesis and bounded use case
- Working prototype or production increment
- Architecture and operating decisions
- Measurement and evaluation foundation
Experience behind this service
REAN Cloud
Ross coordinated multiple migration teams during a five-month cloud program spanning more than a thousand applications.
Thompson Creek
Ross led highly available IT operations and directed containment and clean recovery from a CryptoLocker infection. Based on his firsthand records, service availability during the year was approximately 99.9%.
02 · Operate
AI Leadership & Operating Models
Create the decisions, accountabilities, and ways of working that turn AI capability into organizational value.
We help leaders determine where AI belongs, how work should change, where agents can act, where people remain accountable, and how product and technology systems must evolve.
When this work matters
- AI activity is growing without a coherent value thesis
- Existing governance slows useful work or leaves material risk unmanaged
- Teams need a practical AI-native delivery and decision model
Representative work
- AI value and decision mapping
- Workflow and accountability redesign
- Product and technology operating models
- Spec-Driven Delivery and AI-assisted development
- Governance, capability, and adoption design
Practical outputs
- Prioritized opportunity portfolio
- Decision and accountability model
- Operating-model design
- Governance and capability roadmap
Experience behind this service
Elevance Health
Ross has led IAM operating-model redesign, annual planning, leadership coaching, and delivery cadences.
Fiserv
Ross redesigned organizational and planning systems to substantially improve software-delivery efficiency.
03 · Lead
Executive Coaching & Leadership Development
Strengthen the leaders and teams responsible for making consequential change real.
Technology expands what is possible. Leadership determines whether an organization can make clear decisions, align people, confront constraints, and sustain action through uncertainty.
When this work matters
- A leader is taking on broader or more ambiguous accountability
- A senior team needs stronger alignment and decision quality
- Transformation pressure is exposing organizational and leadership constraints
Representative work
- Executive and senior-leader coaching
- Transformation leadership
- Leadership-team effectiveness
- Decision quality and operating cadence
- Leadership capability development
Practical outputs
- Focused leadership agenda
- Stronger decisions and working agreements
- Individual development priorities
- Team effectiveness interventions
Experience behind this service
Wells Fargo
Ross has designed structured coaching programs for executives, product leaders, and delivery managers.
United States Army Military Intelligence
Ross was rated among the best, placed in the top 1% of NCOs in his company, and recommended for immediate promotion to Staff Sergeant and immediate attendance at the advanced NCO course.
Good conditions for the work
A meaningful problem. Real accountability. A willingness to act.
This work is strongest when the challenge matters enough to deserve senior attention, there is an accountable leader willing to make decisions, and the organization is prepared to learn through practical work.
You do not need a finished AI strategy or a perfectly formed brief. A consequential problem and an honest view of the constraints are enough to begin a useful conversation.
Choose the starting point
What needs to change?
The product, the operating model, the leadership system—or the connection between them.
Start a conversation