Use Case · Recruiting

Structured candidate data. Zero manual effort.

Collect 15 fields from candidates via WhatsApp or web. Output goes straight to your ATS as validated JSON.

88%

Completion rate

7.4

Avg turns

$0.004

Per screen

Fields

The problem

Recruiting teams spend 40% of their time on manual data entry — copying candidate answers from email or Slack into their ATS. A 15-field screening form that takes a human 20 minutes to process takes TrueNorth 7.4 conversation turns.

Existing chatbot solutions produce flat text transcripts, not structured data. You still have to read the transcript and fill in the ATS manually.

Key capabilities

WhatsApp or web

Candidates complete the screening in WhatsApp, a web widget, or any channel — TrueNorth handles all three natively.

Direct ATS output

15 fields extracted and validated, output as JSON, pushed to your ATS via webhook. No manual entry, no CSV exports.

Async follow-ups

If a candidate drops off, TrueNorth sends a personalised follow-up after 24 hours using the collected context — no cron job needed.

YAML configuration

The complete HR screening agent in under 20 lines.

hr_screening.yaml

id: hr_screening
persona: "You are a professional HR coordinator."
fields:
  - name: candidate_name
    type: text
    required: true
  - name: current_role
    type: text
  - name: experience_years
    type: integer
  - name: skills
    type: list
  - name: salary_expectation
    type: integer
    # Extracted from natural language: "around 18 LPA" → 18
output_template: hr_screening_v1
webhook: https://your-ats.com/api/candidates

Try the HR screening agent

Live demo in the playground — no account needed.

Open Playground Read the docs