1.6 From Rolodexes to AI: Mastering the Science and Art of Sourcing

Blog ID: 1.6 The Science and The Art
Author:
James Hewitt
Date:
01-Dec-25
Audience: CHRO, Head of Talent Acquisition, TA Operations & Strategy

Mastering the art

This post synthesises the core ideas of Chapter 1. We've defined the Ecosystem (Blog 1.0), the Metrics (Blog 1.1), the Players (Blog 1.2), the Data (Blog 1.3), the Playbook Problem (Blog 1.4), and the Player Mindset (Blog 1.5).

Now, let's trace the evolution of sourcing to see how these pieces all fit together.

The 1990s: The Art of the Human

In the 1990s, sourcing was a pure "art." It was a world of Rolodexes, newspaper classifieds, and cold-calling.

  • Players: 100% Human.
  • Infrastructure: An analog "Rolodex" (a form of 1st Party Data).
  • Playbook: 100% "gut feel." Metrics were non-existent.
  • Analysis: This was a high-touch, human-centric model. It was slow and unscalable (a high TTHr by today's standards), but it forced recruiters to be Snipers (Blog 1.5). They had to build real relationships and understand their market deeply. This was a classic "Canal"—a straight-line, manual process.

The 2000s-2010s: The "Wider Canal" and the Rise of "Crude Oil"

Then came the internet and platforms like LinkedIn. Sourcing "changed," but it didn't evolve. We didn't build a "Railroad"; we just built a "wider, faster Canal."

  • Players: Still 100% Human, but now acting as a "machine gunner."
  • Infrastructure: LinkedIn (3rd Party Data "crude oil"). The internal ATS became a "resume graveyard" (dead 1st Party Data).
  • Playbook: Task-based. The primary metric became "activity"—how many InMails did you send? This approach created the Misalignment (Blog 1.4) problem and destroyed the Sniper mindset.
  • Analysis: This model is the direct cause of today's high CoHR and TTHr. We are addicted to paying for external "noise" while ignoring our internal "high-octane fuel" We replaced the "art" of the 90s with the mindless "task" of the 2010s.

Today: The "Railroad" and the Synthesis of Art + Science

The Ecosystem Mandate is about reclaiming the "art" of the 90s (the Sniper's strategic focus) and powering it with the "science" of the 2020s (the AI Players).

This is the "Railroad." It is a system-based approach that synthesises all our new components. It’s the dynamic "train set" where the Players can switch tracks to find the best, most efficient path to the destination.

  • Players: A hybrid team. The Analytical AI (Blog 1.2) scans the 1st Party Data (Blog 1.3) to find targets. The Human Sniper (Blog 1.5) uses this intelligence to perform the high-touch engagement and closing.
  • Infrastructure: The Agentic AI (Blog 1.2) works 24/7 to turn your dead ATS "high-octane fuel" into a living, breathing talent pipeline.
  • Playbook: The entire system is governed by the Playbook —the objective criteria from the Kick-off Meeting and measured by the new Ratio Scorecard (Blog 1.1).

This is the metamorphosis. We are moving from a fragmented, task-based world of "sourcing" to an integrated, system-based world of "talent orchestration."

We have now defined the "what" and "why" of our Ecosystem. In Chapter 2, we will move to the "how"—starting with the non-negotiable Playbook  process that underpins the entire model: The Missing Kick-off Meeting.

Building Talent Acquisition muscles
By Martin Warren November 7, 2025
The Sniper has delegated all the low-value "machine gunner" tasks to the machine, freeing 80% of their time to focus on the 3 things that secure the hire: Strategy, Influence, and Closing.
How Misalignment Wrecks Your Playbook.
By James Hewitt November 6, 2025
How Misalignment Wrecks Your Playbook. By failing to define this objective criteria, you are not only ensuring human misalignment; you are guaranteeing your entire technology Infrastructure will fail.
3rd party data is crude oil
By Martin Warren November 5, 2025
1st Party (Proprietary) Data: This is your "high-octane fuel." It is the data you own and that is unique to your business.
Hybrid workforce of humans and AI agents.
By James Hewitt November 4, 2025
To build an efficient Ecosystem, you must first become a master of delegation. You must know your team. Meet the Five Players of your new TA workforce.
Change your perspective
By James Hewitt November 3, 2025
The New Scorecard for the New Ecosystem
Don't try to make a faster canal when the market is demanding a railroad.
By James Hewitt November 2, 2025
This is a survival guide and a strategic playbook. Join us on this journey. Become the leader who builds the ecosystem, not the manager who gets automated with the tasks.
Welcome to the Neugenba blog series
By James Hewitt November 1, 2025
Welcome to the Neugenba blog series. Here you'll find our thoughts on the evolution of Talent Acquisition