Hiring With AI
The TalentBuddy methodology opened up. Learn how to screen 80 CVs in 15 minutes, run AI screening interviews, and build a full hiring pipeline on AI.
What's inside
Writing job posts that AI can score against
Building your CV scoring rubric
Setting up voice screening calls
Evaluating AI scores vs. gut feel
Building the pipeline: from sourced to hired
Onboarding automation after the offer
Who this handbook is for
This handbook is written for HR managers and directors at Pakistani companies who are tired of the 'CV grind' and want to implement a data-driven hiring process. It is equally valuable for founders who are still doing their own hiring and need to reclaim 10+ hours a week, as well as recruitment agencies looking to modernize their service offering.
What problem it solves
Hiring is arguably the most time-consuming manual process in the Pakistani business landscape. A single job post can easily attract 200+ applications, leaving HR teams with the impossible task of manually reviewing every PDF. This leads to inconsistent scoring, 'gut-feeling' hires, and the loss of top-tier talent who aren't willing to wait 14 days for a response. This handbook solves the 'Volume Problem' by teaching you the TalentBuddy methodology.
Setting up AI CV screening
Learn how to move from manual reading to automated parsing. We cover how to feed job requirements into an AI to extract relevant experience, education, and skills from a pile of resumes, ensuring you never miss a qualified candidate again.
Building scoring rubrics
An AI is only as good as its instructions. This chapter teaches you how to build objective '0–100' scoring rubrics for any role, removing subconscious bias and ensuring every applicant is judged against the exact same professional standards.
Running voice screening interviews
We explain how to use AI voice agents to handle the 'first touch.' Learn how to script automated calls that verify salary expectations, notice periods, and basic technical knowledge before you ever spend a minute of your own time on a call.
Managing the candidate pipeline
Efficiency dies in messy spreadsheets. We provide a framework for a 'Zero-Inbox' candidate pipeline, showing you how to move applicants through stages (Sourced → Screened → Interviewed) using automated triggers and notifications.
Templates included
To ensure you can take action immediately, the handbook includes a library of ready-to-use resources: Standard Scoring Rubrics for common Pakistani roles (Sales, Operations, Admin, and Tech), Voice Interview Question Templates designed to probe for honesty and competence, and a Candidate Pipeline Tracker that you can implement in any tool from Excel to Notion.
Who wrote it and why
This methodology was developed by the Vantex team while building TalentBuddy for the Pakistani market. We've seen these workflows handle thousands of applications across real estate, logistics, and tech firms. It wasn't written by theorists; it was written by the team that had to solve the problem of '200 CVs in 24 hours' for real paying clients.
Frequently asked questions
Do I need TalentBuddy to use this handbook?
No. While TalentBuddy is the easiest way to execute this, the handbook teaches the logic and prompts required. You can implement these strategies using a combination of standard AI tools like ChatGPT, Claude, and basic workflow automation.
Is this suitable for technical and non-technical roles?
Yes. The methodology is designed to be 'Role Agnostic.' We provide examples for everything from highly technical software engineering positions to relationship-heavy sales roles.
How is this different from generic HR guides?
Most HR guides are written for Western markets with low applicant volumes. This is built specifically for the high-volume, high-noise Pakistani market, focusing on the speed and automation required to handle 200+ applicants per role.