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The Learn hub

Insurance,
Decoded.

No jargon worship, no scare tactics — the working knowledge that makes you dangerous at renewal time, written by the people who built the machine.

// The Machine · 5 min

How An Insurance Marketplace Actually Works

Single-carrier quoting is asking one store what everything costs. Here's what changes when carriers have to compete on the same shelf.

// Money · 6 min

Why Your Renewal Went Up (And What To Do About It)

It's probably not you. Repair inflation, weather losses and reinsurance costs pushed the whole market — but the pain is not evenly distributed, and that's your opening.

// Coverage IQ · 4 min

25/50 vs 100/300: Liability Limits, Translated

Three numbers decide whether an at-fault accident is an inconvenience or a financial event. Here's how to read them like an adjuster.

// Money · 4 min

Deductibles: The Knob Most People Turn The Wrong Way

A deductible is the risk you agree to keep. Price that risk like an adjuster and the right setting usually becomes obvious.

// Money · 3 min

Bundling: Marketing Gimmick Or Real Money?

Both, depending on the household. Here's when the multi-policy discount is real and when separate carriers beat the bundle.

// Coverage IQ · 7 min

Your First Insurance Policy: A 10-Minute Orientation

New lease, first car, first apartment — the insurance system assumes you already know how it works. You don't need to. This is the whole map.

// The Machine · 4 min

You Bound A Policy. Now What?

ID cards, the first bill, the inspection postcard, the renewal — a field guide to the first year of a policy.

// The Machine · 5 min

Agents vs. Algorithms: Why Pearl Uses Both

Robots are better at rating. Humans are better at judgment. The interesting design problem is the handoff.