Lakshya

Engineering Leadership · Chapter 5 of 9

Running a distributed and GCC organisation

Where most Indian engineering leadership actually happens, and the specific things that make it work or not.

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A large share of leadership roles in this atlas are in India, running teams whose stakeholders are elsewhere. The difficulties are structural rather than cultural, and most are addressable by design.

Treat the overlap window as the scarce resource it is

You get a few hours a day of overlap with headquarters. What goes into it determines what your teams are unblocked on for the next twenty-four hours. So: decisions and unblocking in the overlap, status in writing outside it. A synchronous meeting spent on updates that could have been read is the most expensive thing that happens in a distributed organisation.

The perception problem, and its actual cause

Centres are frequently described as execution arms, and leaders respond by trying to build trust. That rarely works, because the cause is usually structural rather than attitudinal. The questions that diagnose it:

  • Does anyone here own a product outcome end to end, or do we own components of outcomes owned elsewhere? If the second, no amount of relationship-building changes the perception, because the org chart says what it says.
  • Is someone from here in the room when the roadmap is set — at the point of decision, not at the readout? Being consulted is not deciding.
  • Where do our strongest people go when they leave? If they leave at the same level for product companies, we are not offering scope, and that is measurable.
  • Who presents our work upward? If it is always someone from headquarters, the centre is invisible regardless of what it delivers.

The move that actually changes it

Get one whole charter transferred — a product surface small enough that headquarters can afford to let go, with the decision rights attached, not just the headcount. One genuine transfer of ownership does more in a year than five years of relationship-building, because it changes what people here can put on a CV.

And negotiate it before accepting the role. Scope promised to follow rarely arrives, and it is the single most common reason these roles disappoint.

The unglamorous half

Leaders arriving from pure engineering backgrounds are consistently underprepared for the statutory side: entity governance, labour law, data residency, and in regulated industries a local board or regulator. It is real work, it is not delegable in the way people assume, and having a credible answer about it separates candidates at site level.

What actually breaks in a distributed organisation

Distributed teams fail on decision latency and context, not on communication tooling. The tooling has been adequate for a decade; what has not changed is that a decision requiring three time zones to agree takes days rather than minutes, and that the people who were not in the room do not know why something was decided.

  • Write decisions down, with the reasoning. In a co-located team the reasoning diffuses through overheard conversation. Distributed, it does not exist unless someone wrote it, and its absence is why remote teams re-litigate decisions the centre considers closed.
  • Push decision authority to where the work is. Every decision that must travel to another time zone costs at least a day. If a site cannot decide anything, it is an execution function regardless of what the org chart says — and its best people will work that out and leave.
  • Overlap hours are a budget, not a schedule. Two or three hours of overlap is the scarcest resource in a distributed organisation. Spending it on status meetings is the most common waste; it should go to the things that genuinely need synchronous discussion — disagreement, design and difficult feedback.
  • Rotate the inconvenience. A recurring meeting that is always early morning for one site and always mid-afternoon for another says something about whose time counts, and everyone at the inconvenienced site knows exactly what it says.
  • And name the work, not just the people. A site given ‘support for’ another site's roadmap has no way to demonstrate impact and no path to owning anything.

The capability-centre trap, and the test for it

The failure mode is a site that executes well and owns nothing, and it is usually invisible from the centre because delivery metrics look fine.

The test: can this site say no? Can it decline a request from the headquarters organisation on the grounds that it conflicts with something it owns? If the answer is no, it is a delivery centre, whatever it is called internally.

The consequence is a hiring ceiling. Senior engineers want to own outcomes. A site that cannot set direction can hire capable people and cannot keep the ones who grow, which shows up two years later as an attrition problem that gets misdiagnosed as compensation.

What changes it is transferring a whole thing — a product area, a platform, a customer segment — with the decision rights that go with it, not just the headcount. Partial transfers where the roadmap stays elsewhere produce the same trap with more people in it.

And the question a candidate should ask when interviewing at any satellite site: “which product decisions are made here, and which are made at headquarters?” It is a fair question, it is answered honestly more often than not, and the answer predicts the job better than the title does.

Check yourself

What actually breaks in distributed teams?Decision latency and context — not tooling. A decision needing three time zones takes days, and the reasoning does not exist unless someone wrote it down.
How should overlap hours be spent?On disagreement, design and difficult feedback. Spending the scarcest synchronous resource on status is the most common waste.
What is the test for a capability centre versus a delivery centre?Whether the site can say no — decline a headquarters request because it conflicts with something it owns.
What should a candidate ask a satellite site?Which product decisions are made here and which at headquarters. The answer predicts the job better than the title.
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