Building the Agentic Enterprise
Capability is only the beginning.
Agent capability is the ability to interpret information, reason through a problem, and take action. Agent fidelity means using those abilities faithfully—preserving the purpose of the work, respecting its constraints, and staying within delegated authority. Capability alone can produce a convincing result while overlooking a critical requirement or making a decision that belongs to a person. Fidelity matters because the way an agent completes its work is as important as the result. We engineer for both through domain-specific instruction, explicit controls, and rigorous evaluation, drawing on applied research to test and refine those methods.
Client Engagements
Dynamics 365 customer-service agents and a redesigned integration architecture, reducing annual integration costs by over 90%.
An implemented assay execution engine and a completed symbolic multi-agent architecture design for medical diagnostics, where determinism and auditability were explicit requirements.
Design the Enterprise for People and AI Agents
Engineering Complex Systems That Work
Selected engineering experience and ongoing applied research.
Connected Service Operations
Engineering Experience
Connecting case histories, approvals, and assignments so people and agents can see what has happened, what remains unresolved, and who acts next.
Reliable Agent Execution
Engineering Focus
Designing workflows that coordinate people, agents, and services, with clear responsibility for the next step and a path forward when work is interrupted.
Inspectable AI Reasoning
Ongoing Research
Exploring how agents can present evidence, assumptions, and proposed conclusions in forms that people can examine, question, and evaluate.
