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Documents, Operations & Support

Priority Classification Agent

H1ST-SUP-TKT-001

Urgent tickets shouldn't wait behind routine ones

The issue that can't wait should reach the right person first, without depending on who opened the queue. The agent reads each incoming ticket, infers its priority from severity, impact, and study context, and routes it to the appropriate queue automatically, so urgent issues jump the line and specialized problems reach the right experts. Support leaders replace subjective manual triage with fast, uniform classification.

The grind you know

Urgent tickets shouldn't wait behind routine ones

When triage is manual, a ticket's priority depends on who happens to read it, and when, so it's never quite consistent. The urgent, high-impact issues end up waiting behind routine ones, and misrouted tickets bounce from team to team. All that delay and rework stretches your resolution times and leaves users frustrated.

Part of the Study Support Desk family

AI-triaged help desk for every user.

The issue that can't wait should reach the right person first, without depending on who opened the queue. The agent reads each incoming ticket, infers its priority from severity, impact, and study context, and routes it to the appropriate queue automatically, so urgent issues jump the line and specialized problems reach the right experts. Support leaders replace subjective manual triage with fast, uniform classification.

Explore the Study Support Desk family

How it works

  1. 1

    Analyze

    The agent reads the ticket's content, severity signals, and study context on submission.

  2. 2

    Classify

    It assigns a priority level using consistent criteria and explains the rationale.

  3. 3

    Route

    The ticket is directed to the appropriate team and re-evaluated if new information changes its urgency.

Capabilities

What it takes off your plate

AI Priority Scoring

The agent infers urgency from ticket content, severity signals, impact, and study context.

Intelligent Routing

Each ticket is directed to the queue or team best suited to resolve it, reducing hand-offs.

Consistent Triage Rules

Classification applies uniform criteria so priority no longer depends on who triages.

Reprioritization on Update

Priority is re-evaluated as new information arrives so escalating issues are re-ranked.

What you get

  • Auto-assigned ticket priority levels
  • Routing decisions to correct queues
  • Triage consistency and accuracy metrics
  • Priority distribution reporting

In practice

What this looks like on a real study

Where the agent shows up in the day-to-day of a live trial — the moments the grind usually lives in.

An urgent issue jumps the line

A production-blocking EDC fault arrives amid routine requests. The agent infers high priority from severity, impact, and study context and routes it instantly, so it doesn't wait behind trivial tickets for someone to notice.

Triage that doesn't depend on who's looking

Two similar issues used to get different priorities depending on who opened the queue. Consistent triage rules apply uniform criteria to both, removing the subjectivity from manual triage.

A ticket that escalates on new information

A ticket first looked routine, then a follow-up reveals broader impact. Reprioritization on update re-ranks it as the new information arrives, so the escalating issue rises appropriately and drives its SLA target.

Proof

The impact on your study

90%
Priority classification accuracy
60%
Reduction in misrouted tickets
Instant
Triage on submission

Figures shown are pre-launch targets based on internal benchmarks, not guaranteed outcomes.

Works with your stack

  • Gemini / Anthropic LLM

    LLM

Who it's for

Built for the teams who run trials

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Peace of mind

Built to the standards inspectors expect

Every output is generated inside a validated, audit-ready platform, kept under human-in-the-loop control, and mapped to the regulatory and CDISC standards this agent supports.

Frequently asked questions

See the Priority Classification Agent on your study

Walk through it on your own workflow with a clinical-trials expert — no pressure, no obligation, and honest answers, including on the limits.