Service desk intake
Classify tickets, detect missing details, and route requests to the right queue faster.
Enterprise risk & operations
Information Technology (IT)
Agentic workflows for enterprise IT teams that need to move tickets, change requests, and knowledge around without inventing authority.
Operational IT support with compliance guardrails
USDM helps IT teams apply AI agents to service desk intake, knowledge retrieval, change coordination, and compliance evidence while human owners keep control.
Operating layers
Govern · Prepare · Build · Validate · Scale
Decision rights
Human-owned, evidence-backed.
Concrete workflow example
IT ticket triage and change packet
Cleaner service desk flow and better CAB prep without pretending the agent owns production.
Inputs
- • tickets
- • change requests
- • runbooks
- • incident notes
- • access history
Agent tasks
- • classify the request
- • pull relevant knowledge
- • draft a change summary
- • identify dependencies
- • package the evidence
Evidence output
- • ticket lineage
- • source knowledge links
- • review notes
- • change history
Where agents fit
Useful work, not magical work.
These are the places where a governed agent saves time without taking over the decision.
Change coordination
Assemble impact notes, owners, and dependencies for review before anything moves.
Knowledge support
Pull approved runbooks, SOPs, and history so engineers stop hunting for the one missing link.
Compliance evidence
Collect audit-ready traces for access, validation, and operations work that needs a paper trail.
Use cases
What the team can actually do.
Triage IT tickets and route them with context instead of empty hope.
Summarize change requests, dependencies, and open risks for CAB review.
Assemble incident timelines and handoff notes from logs, chat, and ticket history.
Surface validation and access evidence for regulated systems.
Support cloud, identity, and operations teams with governed automation.
Human decision points
Humans own the regulated decisions.
priority
approval
production change
access grant
What agents cannot do
No hidden authority.
approve access
push a production change
close an incident
change system state without review
Controls and governance
The brakes are part of the design.
If the workflow touches regulated records or operational decisions, the controls need to be visible, testable, and boring.
The agent never makes access, release, or production-impact decisions.
Outputs are limited to approved systems and reviewed knowledge sources.
Every action is traceable to the request, source material, and reviewer.
Change control applies to prompts, workflows, and source boundaries.
Human team role
Domain specialists stay accountable.
IT leaders, service owners, and system admins decide priority, approvals, access, and whether the answer is good enough to ship.
Common systems
ITSMCMDBidentity toolscloud consolesknowledge bases
Next step
Pick the first workflow worth doing properly.
Start with one bounded use case, prove the controls, and then decide whether the pattern deserves to spread.
About USDM25+ years in GxP life sciences900+ global clientsUS + EU delivery teams47+ AI use cases in productionAbout USDM →