Keep your CMS. Add the AI.

Why PI firms switch to CounselorAI

Your paralegal spends 4 hours writing what the adjuster reads in 4 minutes.

The math doesn’t work.

In personal injury practice, the demand letter is the most leveraged document your firm produces. It’s the first impression on the adjuster, the anchor for every counter-offer, and the difference between policy-limit settlements and lowballs. And yet most firms are still building demands the same way they did a decade ago: a paralegal pulls records, builds a chronology by hand, drafts the narrative, copies citations from past letters, calculates damages in Excel, and finally hands a 4–6 hour Word doc to the attorney who rewrites half of it.

The result: demands that are inconsistent across the firm, demands that miss case law that would have moved the number, demands that read generic enough that adjusters dismiss them without a real read.

What if your demand arrived with every ICD-10 code validated against the medical narrative, every treatment gap pre-countered with verified precedent, every defense exposure surfaced before the carrier exploits it, and a settlement valuation backed by two independent methodologies? What if it took minutes instead of days — and sounded like your senior partner wrote it?

That’s CounselorAI.

Verified case law. Validated post-draft. No hallucinations.

Most legal AI tools have a problem: they hallucinate case law. Plausible-sounding citations that don’t exist on Westlaw, or that misstate the holding when you look them up. The public hallucination case database has tracked over 1,300 court filings where AI-generated citations turned out to be fabricated. For a personal injury demand that the adjuster will research before responding, hallucinated case law is a credibility risk you can’t afford.

CounselorAI does it differently:

1. Verified library. Every citation pulled from a library of 10,000+ published court opinions across 10 states and federal circuits. No generation from training data. No “plausible-sounding” inference.
2. Jurisdiction-matched. Citations matched to your case’s jurisdiction, injury type, and defense exposure. Bad faith claim in California? We cite Comunale. Eggshell plaintiff in New York? The real holding, not a fabricated one.
3. Post-draft validator. Every citation in every demand re-validated after drafting, before the letter is sent. Catches anything that drifted, misformatted, or doesn’t match the holding cited.
4. California hand-verification. California references at the relevant relevance threshold are hand-checked by attorneys before going into our jurisdiction library.

Your demand letter arrives with case law the adjuster can actually look up — and will, when they research your demand before responding.

You already have a CMS. We’re not asking you to replace it.

Most legal AI tools are either (a) embedded inside one specific case management system — useful only if you’re on that platform, or (b) standalone platforms that want to be your case management system, requiring you to migrate workflow, billing, and client data into their world.

CounselorAI is neither. We’re a microservice with an open API.

If your firm runs on Litify, you keep Litify. CounselorAI plugs in, pulls the case data we need to draft the demand, and pushes the finished demand letter and settlement records back into Litify. Same for Filevine, MyCase, Smart Advocate, Clio, custom internal tooling, or a firm running on shared drives and email.

If you don’t have a CMS, CounselorAI works standalone — we’ll be your case operations layer until you’re ready to add a CMS, and the integration is in place when you do.

This matters because:

• No rip-and-replace. Your team keeps the system they know.
• No vendor lock-in. When your CMS changes (and it will, eventually), CounselorAI moves with you.
• No “the AI is locked to one platform” trap. Clio Duo only works inside Clio. Eve Legal and Supio want their UI to be your workflow. CounselorAI is the engine that runs inside your workflow.
• Less than a week to live. Because we’re plugging in instead of replacing, deployment is days — not the multi-month implementations platform tools require.

If your firm is using Clio, Litify, Filevine, MyCase, or Smart Advocate, our integration documentation walks through setup. Open API for everything else.

What CounselorAI does

CounselorAI is a complete AI demand consultant for personal injury work. Each capability below is part of the platform — not a separate add-on.

Built by someone who lived the problem.

I’m Sean Sharefi. Before CounselorAI, I spent 20 years running technical programs at IBM, GE, and other Fortune 100 clients — including 6+ years building production AI systems where “hallucination” isn’t a marketing buzzword, it’s a multimillion-dollar liability.

A year ago, I embedded full-time inside a California personal injury firm to streamline their case operations from intake through settlement. I sat next to attorneys at 10 PM before filing deadlines. I watched paralegals build the same medical chronology three times because the AI tools they tried hallucinated case law and couldn’t tell a herniated disc from a soft-tissue strain. I watched managing partners try to run firm-wide visibility off spreadsheets that were always two weeks out of date.

I built CounselorAI because the existing tools — including the well-funded ones — each missed something specific. Some were too expensive at volume. Some were too slow. Some were generic. Some hallucinated case law. Some demanded that you switch your CMS to use them.

I built CounselorAI to plug into whatever the firm already uses, draft demands in minutes with verified case law, predict settlements with PI-specific multipliers, and run the negotiation alongside the attorney. I built it next to attorneys who would have shredded it if it didn’t work.

— Sean Sharefi, Founder

Per-use or monthly. No hidden per-demand fees.

CounselorAI offers two pricing models depending on your firm size and case volume:

• Per-use — pay only for the demands and predictions you run. Fits low-volume firms and pilot programs.
• Monthly subscription — scaled by firm size. Fits firms doing five or more demands a month, where per-use math stops making sense.

Both include the full platform — settlement prediction, demand drafting, negotiation co-pilot, dashboard, SOL tracking, citation validator, HIPAA compliance, and integrations. Nothing is locked behind a higher tier.

We share specific pricing on demo because we tune tiers as we onboard more firms. Bring a real case to the call — we’ll quote your firm specifically.

Frequently Asked Questions

What is the best AI demand letter software for personal injury firms?

The strongest AI demand letter platforms for PI firms in 2026 are CounselorAI, EvenUp, Supio, Eve Legal, and Clio Duo (now Manage AI). Each takes a different approach. CounselorAI is positioned as a CMS-agnostic microservice with verified case law, post-draft citation validation, settlement multiplier prediction, and a negotiation co-pilot — designed to plug into your existing case management system rather than replace it. See our comparison pages for head-to-head detail.

How long does an AI demand letter take to generate?

Turnaround varies dramatically across platforms. EvenUp’s Expert-Reviewed Demands take 5–7 business days; their Express Demands generate in minutes to hours. Supio’s Instant Demands generate in minutes. Eve Legal markets demands “in minutes, not hours.” CounselorAI generates a complete 17-section demand package in minutes during a single conversation. The bottleneck is no longer the AI — it’s how thoroughly you want to review the output before sending.

Does CounselorAI replace my case management system?

No. CounselorAI is a microservice with an open API designed to plug into whatever CMS you already use — Litify, Filevine, MyCase, Smart Advocate, Clio, or custom internal tooling. We pull the case data we need, run our analysis and drafting, and push the demand and settlement records back into your CMS. If you don’t have a CMS, CounselorAI works standalone and integrates whenever you add one.

How is CounselorAI different from EvenUp?

EvenUp is a well-funded PI demand letter platform with AI Drafts Suite, Smart Workflows, and Executive Analytics. CounselorAI’s specific differentiation is in CMS-agnostic open API deployment (less than a week to live), per-use or monthly pricing without per-demand fees, post-draft citation validation, settlement multiplier prediction grounded in verified case law, and a negotiation co-pilot built around the offer/counter cycle. See our full EvenUp comparison.

Does CounselorAI hallucinate case law?

No. Citations are pulled from a library of 10,000+ verified published court opinions, jurisdiction-matched to your case. Every citation in every demand is re-validated post-draft by a citation validator that catches bad cites before the letter is sent. For California references at the relevant relevance threshold, citations are hand-verified by attorneys.

Is CounselorAI HIPAA compliant?

Yes. End-to-end encryption, audit logging, per-firm data isolation, SSO, MFA, and idle session timeout. BAAs signed as standard. PI work involves protected health information at every step — HIPAA compliance is foundational, not bolted on.

How long does it take to deploy CounselorAI at our firm?

Most firms are running real cases through CounselorAI within 5 business days of demo — less than a week. Because CounselorAI plugs into your existing CMS rather than replacing it, deployment is measured in days, not the multi-month timelines typical of platform implementations.

How much does CounselorAI cost?

CounselorAI offers per-use pricing (pay only for the demands and predictions you run) and monthly subscriptions scaled by firm size. Both include the full platform — settlement prediction, demand drafting, negotiation co-pilot, dashboard, SOL tracking, citation validator. Specific tiers are shared on demo because we tune them as we onboard more firms.