D1 Made to Work™
Human-centered AI adoption and value realization.
The business need
Organizations face no shortage of AI possibilities. The challenge is identifying where AI can create meaningful business value, how it fits into existing work, and what evidence justifies broader investment. Technology alone cannot answer those questions.
Successful adoption requires understanding people, organizational realities, and the work AI is meant to improve. That is where DeriveOne helps organizations succeed. Employees and customers are more likely to adopt AI-enabled processes when they understand them, see their value and trust how they work.
DeriveOne starts by understanding people, work, and organizational realities.
We use that evidence to focus AI investment, shape useful solutions, and turn adoption into measurable business value.
The D1 Organizational Discovery Framework
A people-first approach for finding where AI can create meaningful, sustainable value.
1 Business
Understand business goals, challenges, and decisions that matter.
2 People & Work
Understand how work really happens, who is involved, and pain points.
3 Technical Reality
Assess systems, data, tools, and constraints to determine feasibility.
4 AI Opportunity
Identify and prioritize opportunities with the highest potential value.
5 Adoption & Value
Plan for trust and adoption, measure impact, and build capability to sustain value.
What we offer
Discover & Prioritize
Define where AI should and should not be applied.
Design & Validate
Make the solution tangible before committing to scale.
Pilot & Prove
Test in a controlled environment and establish evidence for investment.
Implement & Improve
Protect the original business intent as the solution moves into production.
The value to your organization
Focus AI investment on the highest-value opportunities with measurable business outcomes.
Reduce implementation risk by validating assumptions before committing to scale.
Accelerate learning through research, prototypes, and evidence-based pilots.
Preserve flexibility and control by working with your existing technology and implementation partners.
Build lasting capability through governance, organizational learning, and continuous improvement.
Why DeriveOne
People and business before technology
Our research heritage helps uncover what employees, customers, and decision-makers need before technology choices are made.
Research through practical delivery
Our integrated team moves from qualitative and quantitative discovery to pilot engineering and implementation advisory.
Independent guidance grounded in enterprise experience
We collaborate with internal and external teams while representing the client’s goals, budget, and success measures.
Flexible Starting Points
Our capabilities are modular. Clients can engage D1 for one focused need, combine selected services or work with us across the full journey. Each engagement is shaped around the business problem.
Prioritize AI opportunities and build a practical roadmap.
Design, test, and prove one high-value use case.
Guide implementation, strengthen trust and adoption, and continuous improvement.
Start with one consequential business problem. Prove the value. Build the capability to do it again.
Every engagement is tailored. Begin with the capability you need now and expand only when the evidence supports it.