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The Real Reason Junior Hiring Is Collapsing
We thought AI was replacing junior workers. It may actually be that remote work stopped us from training them — so we stopped hiring them.
June 2, 20266 min
AI doesn't redesign your organization. That part is still on you.
GeneralArc architects operating models for the AI transition. We diagnose, redesign, and sustain how organizations actually run, including roles, decisions, workflows, and governance. That is what AI changes.
Experience built inside
JPMorgan ChaseMcKinsey & CompanyNomuraMarkitDeutsche BankErnst & Young
The approach
A few principles guide every engagement, whatever the brief.
Principle 01
Start with the whole picture
We read the operating model as it actually runs — the full system, not a single symptom — before recommending anything.
Principle 02
Designed for the organization you have
Every recommendation is shaped to the company as it exists today, with the constraints and people already in place.
Principle 03
Sequence with care
Change lands in the order that holds: leaders aligned first, managers equipped second, the wider organization third.
Principle 04
A lasting discipline
The work continues past handoff, becoming a standing capability that surfaces drift while it is still easy to correct.
These principles hold from the first conversation to the standing engagement. The method behind them is where the work gets specific.
See the full approach“This was not HR work. It was organizational architecture. The savings were real, the speed was real, and the structure held long after the engagement ended.”
— Senior Executive, Global Investment Bank