Every new legal AI tool promises to save time on a case, and many do save time on the one task they handle. The harder question comes a few weeks later. The medical chronology came back from one tool, the demand letter is a Word file on someone’s drive, and the notes are in the case. When those disagree, which one does your team treat as the record, and whose job is it to make them match?
These five questions help any firm sort that out before a tool is in the workflow, and each one ends with how Neos answers it.
1. Does it work from the case, or from a copy?
Why it matters. A tool that needs records exported starts from a copy of the case. From then on, someone has to keep the copy and the case in sync, and every copy is another place client records live.
What to look for. The tool works from the case record your team already keeps, and nobody exports or re-sends case records for it to start. The vendor can tell you plainly where client data is stored and which security standards it meets.
In Neos. NeosAI and Neos Demands Plus run inside Neos on the case record your team built, so there’s no export and no second vendor holding client records. On security, Assembly is SOC 2 Type II audited annually.
2. Where does the finished work end up?
Why it matters. A chronology that lives in a vendor's workspace, or a draft saved to someone's drive, is invisible to the next person who opens the case.
What to look for. The finished work sits in the case, next to the records it came from, where anyone on the case can reopen it. It can still go out as a file when someone outside the firm needs it.
In Neos. The NeosAI Executive Case Summary sits in the side pane on the case, and NeosAI Document Generation builds documents from the case's data, tags and forms. The medical chronology and the demand letter from Neos Demands Plus stay with the case. The letter exports once your attorney approves it, and the chronology exports as a PDF, Excel or CSV file.
3. What happens when new records arrive?
Why it matters. Records rarely arrive all at once. A provider sends a late batch, a client starts a new course of treatment, a bill shows up months after the visit. A chronology built from last month's records is already behind.
What to look for. The work updates from the case as records come in, without anyone re-sending a file. If a draft already exists, someone on your team checks the new entries before it goes out.
In Neos. The medical chronology updates as new records come into the case, and it lives in the case next to them, so there's no second copy to bring up to date. NeosAI Document Extraction pulls examinations, medications, diagnoses and treatment from medical records into case fields, with provider, date and medical codes (CPT, ICD, UMLS), and your team can search them in Advanced Search. The Executive Case Summary refreshes as case activity comes in.
4. Can your attorney check every fact and approve before anything goes out?
Why it matters. The attorney signs the letter. A draft only saves time if it's fast to verify, and judgment on causation, damages and case value has to stay with the attorney.
What to look for. Every fact links to the record it came from, there's a review and approval step before anything leaves the firm, and judgment on case value stays with the attorney.
In Neos. NeosAI summarizes long documents, with page references, so your team can check a summary against the record without rereading all of it. In Neos Demands Plus, the medical chronology cites every visit to its record, and the demand letter built from it does the same. One click opens the source. Your team can rewrite one section without regenerating the rest. Attorney approval is required before anything goes out, and valuation stays your attorney's call.
5. What does it need from your case file?
Why it matters. AI works from what the case contains. If the latest MRI report is still attached to an email in a paralegal's inbox, the summary won't include it. If a bill was never entered, the AI can't see it.
What to look for. The vendor can tell you which parts of the case the tool reads, and your firm can control what a draft draws on.
In Neos. For firms on NeosAI, chat works from a single case's notes, documents, parties and values, and the Executive Case Summary breaks down fees, costs, damages and liens. In Neos Demands Plus, your firm's template sets which case information a letter draws on. All of it works from what's been filed, logged and entered in the case.
Getting your case files ready
Five habits keep the case complete for any tool your firm uses, and they make handoffs and reports better in Neos today.
- File records to the case as they arrive. AI Document Review, available to every Neos firm, classifies incoming files and files them to the correct case automatically. For firms on NeosAI Platinum, documents synced from SharePoint are queued for the same AI filing in the background.
- Keep providers as contacts on the case. The Case Contacts tab lists every contact used on a case.
- Enter bills, reductions, payments and liens as they come in. They all go on the Value tab. For firms on NeosAI Platinum, invoice and receipt extraction creates the value items for you.
- Log calls, texts and emails to the case. A conversation that lives only in someone's inbox or phone is one the next person can't use, and one AI can't read. Neos keeps calls, emails and texts as notes and shows them together in the Communications Center. The Outlook add-in tags emails to the right case, a reply sent from Neos saves as a note, and firms that use RingCentral get calls documented automatically.
- Set the case up fully at intake. Parties, insurance, the incident date and treatment dates are what everything else gets measured against. For firms on NeosAI Platinum using Intake Pro, questionnaire answers carry onto the case in an Intake Questions tab, and an uploaded photo ID, business card or health insurance card can fill in the intake party's details.
Where the answers point
Put these questions to any tool your firm is considering, and most of the answers come down to one thing: whether the tool works in the same case file your whole team does.
Request a consultation, and we’ll talk through how Neos answers these five questions for your firm’s cases.
Frequently asked questions
What should a law firm ask before adding legal AI to its case workflow?
Start with five questions: whether the tool works from the case or from a copy, where its finished work ends up, what happens when new records arrive, whether the attorney can check every fact and approve before anything goes out, and what the tool needs from the case file.
What does a firm need to use NeosAI and Neos Demands Plus?
Both run in Neos on NeosAI Platinum, with Neos Demands Plus added separately. Request a consultation to see what fits your firm.
