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Team Topologies for Modern Financial and Platform Teams

· 4 min read
Arpit Sharma
Maintainer of this blog

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A lot of engineering problems are not really architecture problems.

They look like architecture problems. They sound like architecture problems. They even get discussed in architecture meetings.

But many times the real issue is this:

team boundaries are wrong

That is why Team Topologies is such a useful book.

It helps you see something many engineering leaders learn the hard way:

bad org design creates bad software behavior.


Why this book matters

When systems get bigger, complexity doesnt only live in code. It also lives in:

  • ownership confusion
  • dependency chains
  • platform bottlenecks
  • too many handoffs
  • teams carrying too much cognitive load

And if you dont design around these, adding more people does not make system better. It just makes confusion scale faster.


The idea I like most: cognitive load is real

This is the part many leaders ignore.

A team can only hold so much in its head:

  • business rules
  • infra knowledge
  • deployment complexity
  • security expectations
  • stakeholder needs
  • operational ownership

After some point, the team is not lazy. The team is overloaded.

And overloaded teams do predictable things:

  • avoid change
  • copy old patterns
  • make safe but mediocre decisions
  • move slower than they should

So when a team looks “slow”, I always think this first:

Are they weak? Or are they carrying too much?


The 4 team types are useful because they force clarity

The book talks about clear team patterns.

I wont repeat whole framework here. But the practical value is this:

not every team should be doing everything.

Some teams should own product flow. Some should reduce platform friction. Some should enable others temporarily. Some should handle specialized expertise.

This sounds obvious. But many companies build teams like this instead:

“you people do product, infra, reliability, compliance support, and data workflows also please”

That is not empowerment. That is chaos with Jira access.


Platform teams are often misunderstood

A platform team is not valuable because it exists.

It is valuable only if it reduces friction for other teams.

If platform team creates:

  • tickets for everything
  • slow approvals
  • complicated onboarding
  • too much internal documentation with little usability

then platform has become another dependency tax.

Good platform teams feel like force multipliers.

Developers should feel:

“nice, this made my work easier”

not

“great, one more internal system to fight with”


Team interaction is where things get interesting

This is another strong point in the book.

Leaders often focus only on team structure. But interaction model matters just as much.

How do teams work together?

  • are they collaborating too much for too long?
  • are they blocked on a platform team?
  • are they unclear on service ownership?
  • are they depending on tribal knowledge?

Because if interaction mode is messy, structure alone wont save you.


What this means in financial systems and enterprise platforms

In banks, fintechs, and enterprise engineering, this becomes even more important.

Because now you also have:

  • compliance
  • security constraints
  • change governance
  • resilience expectations
  • many cross-functional stakeholders

So if team boundaries are fuzzy, everything becomes slower.

And then people say:

“enterprise is slow”

Sometimes yes. But sometimes org design is just poor.


What I would apply

Practical version:

  1. check if teams own clear outcomes, not vague components
  2. reduce cognitive load before blaming execution
  3. make platform teams usability-focused
  4. review handoffs like you review architecture
  5. redesign boundaries when dependency pain becomes chronic

This is not HR work. This is system design.


Final thought

Software architecture and org architecture keep leaking into each other.

You cannot fix one forever while ignoring the other.

That is why I like Team Topologies.

It reminds engineering leaders that scaling is not just about better code.

Sometimes it is about putting the right team around the right problem in the right way.