The complete workflow

From clinician-defined targets to practice you can actually review.

One workflow with three perspectives: the clinician, the family and the analysis layer. For SLPs, parents and clinic buyers.

Flow 1 — Clinician

Set the plan. Review what matters.

The clinician keeps clinical authority at every step.

1 — Create the client

Add the client and set up their caseload context.

2 — Choose the target

Target sound, word position, practice level and schedule.

3 — Assign practice

Short guided sessions between visits.

4 — Review activity

See what came back and what needs judgment.

5 — Confirm uncertain attempts

Confirm or correct AI-flagged productions.

6 — Continue

Use the information in the next session.

Flow 2 — Family

Simple for the child. Supportive for the parent.

No account gymnastics, no clinical decisions at home.

1 — Open today's assignment

Only what the SLP assigned for today.

2 — Hear the model

A clear spoken example for every target word.

3 — Practice

Short, guided attempts with recording-quality checks.

4 — Receive simple feedback

Encouraging, non-judging, child-friendly.

5 — Finish

Sessions end cleanly; nothing hangs over the family.

6 — Therapist receives the activity

Structured practice information flows back to the clinician.

Flow 3 — Analysis

What the engine does with each attempt.

Structured, uncertainty-aware, and always routed to either simple feedback or clinical review.

Boundaries & data

Clear about uncertainty, data and decisions.

What happens when Articu is unsure

The attempt is flagged for review with the reason attached. It is never silently turned into a definitive score.

What data returns to the clinician

Practice days, attempts completed, assigned targets, word positions, review queue items and clinician-confirmed labels.

What remains a clinical decision

Assessment, diagnosis, target selection, plan changes and interpretation of progress—always the SLP.

Privacy lifecycle

The practice loop respects the child's voice.

Record → secure upload → analyze → structured metrics → default deletion of raw audio, with clinician retention as an explicit choice.

See the workflow with your own caseload.

Apply to the clinician pilot and test the complete loop—assignment, practice, analysis and review—with real clinical goals.