Case Study

AI in Recruitment – Voice, Vision & Agents

Streamlining hiring with voice‑to‑text capture, bias‑aware anonymisation, OCR + agentic enrichment, and workflow automation — all routed into your ATS and HRIS in real time.

Voice capture & scribe
Bias‑aware anonymisation
OCR + enrichment

The Challenge

Hiring teams juggle scattered notes, biased signals, and unstructured documents. Valuable context gets lost, screening is slow, and follow‑ups are manual, delaying offers and harming candidate experience.

Pain points
What we observed
Meeting notes lost or siloed
Bias from voice & personal markers
Unstructured CVs & reference data

The Solution

An end‑to‑end AI layer for recruitment: voice‑to‑text capture and summarisation, voice‑to‑voice anonymised one‑way interviews, OCR for unstructured docs, and agentic workflows that structure data, trigger tasks, and power chatbots across the funnel.

1

Capture (Voice)

Record meetings/one‑way interviews; transcribe with timestamps

2

Anonymise (Bias)

Mask gender & identity cues; preserve intent/intonation

3

Extract (OCR)

Parse CVs, references, and forms; normalise fields

4

Enrich (Agents)

Summarise, compute skills, match against JD; structure JSON

5

Automate (Workflows)

Email references, kick off background checks & onboarding

6

Assist (Chatbots)

Surface a knowledge centre via secure HR chatbot

Workflow Overview
Voice → OCR → Agents → Actions
>95%
Note accuracy
>12
Tasks automated
3–5 hrs
Time saved / hire
24/7
Chat coverage

Key Use Cases

Meeting Scribe & Share
Voice‑to‑text with auto‑distribution
Structured notes + action items posted to Slack/Email and synced to your ATS, ensuring every stakeholder stays aligned.
Anonymised One‑Way Interviews
Voice‑to‑voice identity masking
Candidate identity cues removed while preserving intonation and meaning for fairer first‑stage screening.
Document OCR & Structuring
From PDFs to JSON
Extract data from CVs, certificates and references; agents enrich and output clean schemas for ATS/HRIS.
Automated Follow‑ups
Trigger events with confidence gating
Email references, schedule interviews, start onboarding tasks and background checks — all with audit trails.

The Results

Faster hiring cycles
Weeks to days
Voice capture and instant summaries compress time‑to‑decision by removing manual note taking and chasing actions.
Bias‑aware screening
Anonymisation by default
Removing gender and identity cues at early stages supports fairer evaluation and better compliance.
Structured data everywhere
Searchable & actionable
OCR + agents convert scattered documents into clean JSON powering chatbots, dashboards, and automation.
Operational lift
Hands‑off admin
Automated emails to references, background checks, and onboarding sequences free recruiters to focus on candidates.

Security, Compliance & Ops

Enterprise guardrails include consent capture, audit logs, role‑based access, PII minimisation, and redaction of sensitive attributes. Confidence thresholds enable human‑in‑the‑loop where needed.

Controls included
Trust by design
Consent & recording banners
Role‑based access & encryption
PII redaction & anonymisation
Human review on low confidence

"Every conversation becomes structured insight — anonymised, searchable and ready to act on."

Director of Talent, Enterprise HR

Ready to modernise your hiring stack?

Bring voice, vision and agents into your recruitment workflow — safely and at scale.