AI & ML Application Development
DTS builds AI-enabled and machine-learning-powered applications that support classification, automation, routing, workflow intelligence, dashboards, and decision-support experiences.
The challenge
Organizations increasingly need software that can classify, route, or surface information automatically, but introducing AI into a workflow without clear human accountability can quietly erode the review and governance a process depends on.
Who this is for
Organizations that want AI or machine-learning capability built into an application while keeping human review, governance, or compliance requirements intact wherever those apply.
Our approach
DTS applies its Capture, Structure, Route, Resolve operating model to AI-enabled work: the same continuity requirement applies whether a step in the path is handled by a person or by a model.
Our AI work is designed to support human workflows, not replace expert accountability where review, governance, or compliance is required.
What you can expect
Typical work in this track includes classification and automation features, workflow intelligence, dashboards, and decision-support experiences, scoped to what a specific engagement needs.
How we engage
Engagements begin with identifying which parts of a workflow are suitable for AI assistance and which require continued human accountability, move through scoping and delivery, and continue into support once a system is in use.
Security, accessibility, and operations
DTS builds with the same accessibility and operational-continuity principles reflected across this site (see the accessibility statement), and any AI-assisted decision path is scoped with explicit human review points where governance or compliance requires them.
Frequently asked questions
- Does DTS use AI to replace human decision-making entirely?
- No. Our AI work is designed to support human workflows, not replace expert accountability where review, governance, or compliance is required.
- Can AI/ML capability be added to an existing application?
- Yes -- this track covers both new AI-enabled applications and adding AI/ML capability to systems an organization already has.