Product

Trident

An agent runtime for goal-driven clinical conversations. Decompose objectives into sub-goals, track patient state along validated continuums, and extract behavioral signals that inform care.

Goal DecompositionState TrackingSignal ExtractionAdaptive

Goal-driven, not open-ended

Trident agents have clear clinical objectives. They decompose goals into sub-goals, track patient state, and adapt each conversation turn based on progress.

Goal decomposition

Break clinical objectives into structured sub-goals. The agent tracks progress toward each: gauging ambivalence, surfacing motivators, eliciting barriers, introducing interventions.

goals.config
Smoking cessation
Gauge ambivalence
Surface motivators
Elicit barriers
Introduce interventions

State tracking

Position patients along validated continuums like stages of change. Track transitions from precontemplation through contemplation to preparation and action.

state.track
Stages of change
PreContemplationPrepActionMaint

Patient expressing interest but citing barriers.

Adaptive prompt selection

At each turn, the agent evaluates progress and selects the next prompt. Conversations are non-linear, adapting to what the patient reveals.

prompt.select
Input

"I want to quit but my wife also smokes..."

Signals
Ambivalence0.92
Social barrier0.88
Health motivation0.75
Next prompt

Explore quitting together with spouse

Extract insights, not just responses

Trident captures behavioral signals from natural conversation. Motivation levels, barriers, readiness cues. Structured intelligence for clinical follow-up.

Signal extraction

Extract behavioral signals from natural conversation: ambivalence, intent, motivation levels, perceived barriers. Structured data from unstructured dialogue.

signals.json
Motivation
Medium
Readiness
Low
Confidence
Low
Barriers
3
Barriers identified
Spouse also smokes
Work stress
Past failures

Clinician briefs

Generate actionable summaries for follow-up consultations. Key insights, barriers identified, and suggested approaches ready for the clinician.

brief.md
T
Mr. Tan Wei Ming
Smoking cessation
Summary

Wants to quit for health but lacks confidence. Spouse smoking is primary barrier.

Suggested approach

Couples-based strategies. Reframe past attempts as learning.

Outcome measurement

Track conversion rates, stage transitions, and insight quality. Measure whether conversations actually shift patients toward commitment.

outcomes.csv
34%
Conversion
52%
Stage shift
4.2
Insights
Stage movement
No change
23%
+1 stage
52%
+2 stages
25%

Built for clinical governance

Governance

Escalation rules

Define when agents should pause, escalate, or take action. Express rules in plain language and the system handles the rest.

rules.yaml

If distress detected, pause and alert counselor

If readiness high, offer appointment

If no progress after 3 sessions, escalate

Governance

Full conversation logs

Every decision, state transition, and signal extraction is logged. Complete audit trail for governance and continuous improvement.

session.log
14:32:01goal.completeambivalence
14:32:02signal.extractbarrier:spouse
14:32:03state.shiftpre→contemp
14:32:04prompt.selectmotivators

Ready to deploy goal-driven agents?

See how Trident powers motivational interviewing, triage, and behavioral health programs.