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Beam - Automated Scribe for Community Care Worker

Fabric Score 4.3
PublicPublic ServicesBeamGenAI modelExecutive / Org Leadership ×1

Workflow Diagram

Beam - Automated Scribe for Community Care Worker workflow diagram

Fabric Score

ValueEfficacySecurityRiskExternalitiesEfficiency4.34.55.04.54.53.04.3Fabric Score

Task

During a meeting between a social worker and a service user, the AI system generates notes for the social worker to review and use.

Intent

The AI system improves trust and rapport between the social worker and service user; increases note-taking quality; and saves administrative time.

AI Workflow

Input

With service user approval, an audio recording is recorded and passed to the AI system.

Process

The AI system transcribes, diarises, and summarises the meeting per a “template” that has been co-designed with a particular social care team.

Output

Social worker reviews/edits output notes and adds them to their system of record, such as a Case Management System. The social worker can also use the tool to generate and review secondary artefacts (e.g. a follow-up letter).

Human Oversight Level

Human-Led with AI Assistance

Institutional Oversight Examples

  • •Data Protection (Regulation) and DPIAs and DSAs
  • •ISO 27001, Cyber Essentials Plus, medical device registration
  • •HIPAA in the US

Risk

Social workers could become over-reliant on the AI system for documentation.

Output Modification Telemetry

  • Unfaithful outputs (policy, tone, or style misalignment)34%
  • Factual errors / hallucinations33%
  • Missing or incomplete information33%

Transversal Metrics

Grouped by Fabric dimension.

Efficacy

Accuracy90 %

Efficiency

Operational Friction2 hrs/wk
Implementation Overhead60 hrs
Time to Launch4 wks

Value

Effort Reduction67 %
Effort Burden10 min/output

Risk

Reliability2 incident/month