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Key Takeaways

  • Insurance carriers and plaintiff attorneys both acknowledge that personal injury cases take longer to resolve than necessary. Yet, the structural incentives keeping both sides in place remain largely unchanged.
  • Both sides know that approximately 80% of what they will ever know about a case is known within the first sixty days — raising the question of what extended timelines are actually producing.¹
  • Three forces drive inaction: strategic positioning, information asymmetry, and financial leverage. None requires bad faith to persist.
  • Data science offers a way to surface hidden alignment earlier — not by replacing professional judgment, but by giving both sides a neutral signal neither party can do by themselves.

After more than thirty years of litigating catastrophic injury and class-action cases, I’ve sat across the table from insurance carriers hundreds of times. We don’t always agree on most things. But there is one thing I hear consistently from adjusters, defense counsel, and claims executives — the same thing I’ve said myself more times than I can count: personal injury cases take too long to settle.

What strikes me, however, is not that this frustration exists. It’s that we’ve all accepted it as the natural order of things. We move through the same process, serve the same discovery, wait for the same milestones, and somewhere along the way, the length of the timeline stops feeling like a problem and starts feeling like the process itself. 

We’ve normalized it. We plan around it. We’ve stopped questioning whether it has to be this way.
It doesn’t.

We already know. We're just not acting.

Here is something every experienced practitioner understands but rarely says plainly: in the vast majority of personal injury cases, we know approximately 80% of what we will ever know about a case within the first sixty days.¹ Injury severity, liability, coverage limits, treatment records — the material facts of most cases are established almost immediately.

What follows is rarely producing fundamentally new information. It is producing expenses. 

I’ve watched cases where every deposition confirmed exactly what the initial police report and medical records had already told us. I’ve seen expert reports commissioned at significant expense that hardly moved the needle on settlement value.

The information was there. We just weren’t acting on it.

If that’s true — and my decades of practice have convinced me it is — then extended timelines are not primarily a function of what we still need to learn. They are a function of what the system has conditioned us to do.

So, why does nobody move?

Inaction persists because of three structural forces, incentives baked into the process itself that make delay rational for both sides, regardless of how reasonable or well-intentioned the people involved might be. This distinction matters because this isn’t a people problem. It’s a system problem that boils down to the following reasons:

1. Strategic Positioning

Inaction persists because of three structural forces, incentives baked into the process itself that make delay rational for both sides, regardless of how reasonable or well-intentioned the people involved might be. This distinction matters because this isn’t a people problem. It’s a system problem that boils down to the following reasons:

2. Information Asymmetry

Discovery gives both sides a legitimate reason to defer. There’s always another deposition, another expert report or witness statements, and then another round of medical records. The process provides cover for inaction that neither side has to explain or justify. What it doesn’t provide is a reason to stop — because there’s always theoretically more to know.

3. Financial Leverage

For insurance companies, delay carries a deliberate tactical dimension in some cases. A claimant under financial pressure — dealing with medical treatments, medical bills, lost income, and the psychological weight of an unresolved personal injury claim — may accept a lower settlement simply to end the uncertainty. The longer the process runs, the greater that pressure becomes, and the more attractive a final resolution at any number begins to look.

This dynamic is well-documented and, in its more aggressive forms, represents a genuine bad-faith concern. But it operates even in cases where no bad faith is intended. The system’s structure creates financial pressure on plaintiffs as a byproduct of delay, regardless of whether that pressure is being deliberately cultivated.

The parallel that changed how I think about this.

I’ve been thinking about this problem for a long time. And the answer, when it finally came to me, didn’t come from a legal journal or a conference panel. It came from watching a baseball game.

A TV analyst was talking about Moneyball — how data analytics had transformed professional baseball by revealing inefficiencies that human intuition consistently missed. Teams that relied on gut instinct and conventional wisdom were being outperformed by organizations that had learned to see what the numbers actually showed. The game hadn’t changed. The way people understood it had.

I couldn’t stop thinking about the parallel. Personal injury attorneys and insurers argue past each other every day — not because the facts don’t support resolution, but because neither side can see what the data could objectively tell them. We operate on instinct, on experience, on positional strategy. All of it valuable. None of it neutral.

What if data science could do for personal injury settlements what it did for baseball? Not predict who wins — but reveal where alignment already exists, earlier than either side would find it on their own.

That question became the foundation of Immediator — a settlement intelligence platform built by litigators, insurance experts, and data scientists to give both sides of a personal injury dispute an objective readiness signal without requiring either party to generate it themselves, or expose their position to get it.

The platform works by analyzing structured case data from both sides — liability, injury severity, venue, damages, policy limits — through an encrypted system that keeps each party’s inputs confidential. What comes back isn’t one side’s assessment of the case. It’s a shared signal that reflects whether the sides are seeing the case the same way.

“The power of a well-designed data model in an adversarial context is that it has no incentive,” explains Jill Ferdinands, a clinical decision scientist with a Ph.D. in Health Policy and Decision Science from Harvard. “It doesn’t care who wins. It reflects what the inputs actually show — and in a system where both sides are primed to distrust each other’s signals, an incentive-free signal is exactly what’s been missing.”

That signal doesn’t replace the judgment of experienced counsel. It gives that judgment something the current process never has: a neutral, shared moment of clarity that makes earlier negotiation rational for both sides — without either of them having to blink first.

The data has always been there. Now so is the tool.

We’ve all known that personal injury cases take too long. The uncomfortable truth is that we’ve also all been willing to live with it — because the system made waiting rational, and no one had a better alternative to offer.
The alternative exists now. The question is whether the profession is ready to stop normalizing a problem it has always known was there.

Frequently Asked Questions

1. What are the benefits of a shorter settlement timeline? 

Earlier resolution means faster compensation for injured plaintiffs, reduced contingency exposure for plaintiff firms, and closed reserves for insurers — at the cost the claim was originally intended to carry, not the inflated cost of prolonged litigation.

2. What is Immediator?  

Immediator is a data science and AI-powered settlement intelligence platform that gives both plaintiff attorneys and insurers an objective, neutral signal of settlement readiness — without requiring either side to expose their position to get it.

3. How does it work? 

Both sides input structured case data — liability, injury severity, venue, damages, and policy limits — through an encrypted firewall that keeps each party’s inputs confidential and isolated. PRISM® then evaluates 11 case features to produce a readiness score. 

4. How can a neutral data signal help both sides without compromising their positions?

Each side’s inputs are kept entirely confidential — only the readiness signal itself is shared. Each party submits structured case data through an encrypted, firewalled system. Neither sees the other’s raw inputs. What both receive is an objective assessment of settlement alignment — generated without advocacy, and without exposing either side’s strategy or privileged communications.

1 Stephen L. Rispoli, James E. Wren, and Daniella McDonagh, When to Leave the Stones Unturned: Using Proportionality to Navigate Discovery Efficiently, Effectively, and Ethically, 107 Marq. L. Rev. 487 (2023). Available at: https://scholarship.law.marquette.edu/mulr/vol107/iss2/6