How Palantir turns trust into scale

When I was a kid, my cousins and I used to raid my grandmother's attic. It was full of leftover treasure from the 5 kids she raised. One summer we found a big bag of puzzle pieces — no box, no picture, just a thousand cardboard fragments that didn't all belong to the same puzzle. We spent an entire afternoon trying to assemble it and failed.

I'm reminded of that afternoon often these days.

Every company -- from growth stage to enterprise -- is essentially playing the same game: hundreds or thousands of people making thousands of decisions every day, each person optimising for what's in front of them: their team, their metrics, their own agenda, their fiefdom. Leaders making decisions about investments that benefit their function at the expense of the whole. Adding AI without clearly linking it to outcomes.

Piles of puzzle pieces that don't add up to what customers really value. Or using twice as many pieces than necessary to create that value, burning cash.

Because humans are both lovely and loopy -- motivated by self interest, influenced by emotion and cognitive biases, tired and offloading to AI -- getting people to voluntarily choose the same direction is worse than herding cats.

Which is why founder CEOs have such a hard time letting go of decision authority. And why it's so hard to get everyone to change in a transformation program.

But what might happen if...

• everyone was assembling their pieces with the same puzzle box cover – with a clear picture that represents the end result, clearly showing what pieces are needed where, and also revealing what pieces don't belong?

• you had shared principles and decision logic like "start with the corners and the edges?"

• even better: the puzzle pieces are all the same shape so they can be reused for any gap? Wouldn't that make everything easier?

Sounds like cheating, eh? But it's totally legal.

That’s when you can trust people to make autonomous decisions that are still aligned with where you want to go. And then you go farther, faster.

Palantir's pointing the way

Thanks to 70% year-over-year growth and 41% operating margin, everyone's dissecting their model and trying to replicate it – dissect being the key word here, zeroing in on the Forward-Deployed Engineers (FDEs), the reusable architecture, the business-centric data ontology.

In other words, focusing on the pieces within Palantir's metaphorical puzzle box instead of the bigger picture – what holds all those pieces together.

Principles, not pieces

The picture on Palantir's box isn't the technology or the operating model. It's the principles that underpin what they do and how they work together as a highly efficient, agile value-creation machine.

Any company of any size can use this approach, and it's valuable to focus here before adding data or technology.

• Customer-outcome first. Most companies work inside-out — starting with what they do and trying to sell it to customers out there somewhere. Palantir works outside in, starting with a specific customer outcome: enabling very large, complex enterprises to make better, faster decisions. That's the box cover. Everything else — business model, pricing, experience, team, product, how they work — gets reverse-engineered from that outcome. Every high growth company uses this principle, by the way. It's not unique to Palantir.

• Decisions create outcomes. Palantir then builds around the specific outcomes each client needs — reducing risk, increasing throughput, improving supply chain performance, whatever. FDEs start by identifying the decisions that move those outcomes, and what data and logic people need to make them. Decision logic gets captured and encoded -- no more intuitive assumptions and tribal knowledge.

• Trust enables decentralised decisions. Decisions get made by the people closest to the problem, with the authority to act on what they know. Palantir newbies are handed real problems in their first month and expected to solve them their own way — full autonomy with permission to fail. No layers of management or decision bottlenecks.

• Don't reinvent the wheel. Yes, Palantir reuses software and solutions from each client project. But that’s a piece of a much broader principle about efficiency: reuse and recycle what works, from software to success stories and best practices. Everyone codifies the rationale used in past decisions to help team members understand why a previous decision was made and apply that context to new scenarios.

• Continuously improve. It's not just the platform that's continuously improving. At the company level, post-mortems are a standing rhythm, covering everything from software failures to leadership missteps. All learnings are transparently shared, and everybody learns.

Think of principles as the color palette and style of the picture on your box cover. Principles apply broadly and show up repeatedly.

These principles are powerful on their own, but they're more impactful when you see how they work together as a system.

A living, trustless system

Whether you're a Series B founder trying to remove yourself as the bottleneck or a Head of Transformation trying to reorient an entire organisation around a new AI-enabled operating model, the problem is the same. You need hundreds or thousands of employees making decisions that all pull in the same direction...

...without force, or you being the bottleneck. Which requires trust.

And trust is seriously hard to do. You can't just choose to trust everyone to make good, fast, aligned decisions. Hope is not a strategy.

Palantir treats trust as a systems problem, not a culture problem.

Trust emerges from a system designed to produce it. Everyone aligned on the customer outcome, sharing decision logic, learning from each other, borrowing from what works, continuously improving over time.

“Trustless” is a concept borrowed from blockchain, where rules are encoded into the architecture so the system doesn't depend on any individual’s mood on any given day.

That's exactly what these five principles create together. Better decentralized decisions become easier, safer and more predictable by design.

So what does this mean in practice?

Instead of control or hope, take the real lesson from Palantir – that you can trust your people to "assemble your value puzzle" fast and repeatedly when you have a system of customer-led principles embedded into the business. And you don't need a 7-figure system to get started. Ask yourself:

• Are you and your teams clear on the singular customer outcome that you’re creating together?

• Does your ELT have a set of guiding principles and decision logic that keep the organization on track?

• If you gave your teams full autonomy tomorrow, would the system hold or fragment?

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👋 Hi, I’m Jen. I run Groundbreaking, a decision advisory firm that turns organizational chaos into a coordinated force — with every decision moving your business toward your chosen future.

Sprint 1 in our Decision Accelerator helps you turn your pile of pieces into a system for faster, better decisions. Curious? Email me at Jen @ begroundbreaking.co