Brandon Burke Assembly Software used its August 2026 customer town hall, and the written Q&A that followed it, to lay out where Neos is headed on AI. It’s a bigger set of announcements than a typical product update email. If your firm runs Neos, here’s what’s actually shipping, what’s still in beta, what it will cost, and what it leaves untouched.
A Rebuilt Outlook Integration Is Coming This Fall, Free
Assembly says the old Neos-Outlook connection has been its number one source of support calls for more than a year. The company rebuilt it from scratch on Microsoft’s current plugin architecture, so it runs in classic Outlook, new Outlook, Outlook on the web, and Outlook on phones and tablets.
The new version files and tags emails to the right case, renames attachments, and flags when a teammate has already filed a given email so you don’t create a duplicate. It also pulls case data and documents into Outlook itself, and the connection runs both ways, so filing an email from Outlook and pulling case files into an email both work without switching screens.
It’s in beta now, with what Assembly describes as tremendously positive early feedback. General release is targeted for this fall. Every Neos user gets the rebuilt integration at no extra cost, regardless of tier. The AI features layered on top of it (like the workflow AI available elsewhere in Neos) still require NeosAI.
QuickBooks Desktop Gets the Same Treatment. QuickBooks Online Doesn’t
The second-biggest driver of support tickets, by Assembly’s account, is the QuickBooks integration. That’s also been rebuilt from the ground up, with two-way sync between QuickBooks Desktop and Neos and an easier way for finance teams to reconcile entries between the two systems.
It’s in beta today, following the same pattern as Outlook: strongly positive feedback so far, general availability to be announced once the beta wraps. One thing worth flagging if your firm runs QuickBooks Online instead of Desktop: this rebuild doesn’t touch it. Assembly’s written Q&A is direct about it: an update to the QuickBooks Online integration “is not on our roadmap at this time.”
Demands Plus: Chronologies and Demand Letters, Both in Beta Now
The centerpiece of the roadmap is Demands Plus, Assembly’s first agentic tool, aimed at two of the most time-consuming tasks in a PI practice: medical chronologies and demand letters.
For chronologies, Neos reviews every medical record already in the case, extracts the key facts, and builds an organized, provider-by-provider timeline. Every entry cites back to the exact source document and page, so a paralegal or attorney can click through and verify it against the record. The chronology updates automatically as new records get added to the case.
For demand letters, a firm seeds the system with a handful of its own past letters, Assembly recommends three to ten, and Neos AI learns the firm’s structure, tone, and argument style from them to build a firm- or user-specific template. Templates aren’t limited to one per firm: they can be built per attorney or per case type, and a firm can create as many as it needs.
Before drafting anything, Demands Plus checks the case against what the template requires and tells you what’s missing, rather than surfacing a gap halfway through. The draft it produces pulls from every tab and record in the case, and every claim in it links back to its source, so it can be checked in real time.
A few practical specifics worth knowing before you count on this for a live case: chronologies currently cap out at 2,000 pages, with an expansion planned but no date set yet. Exports work to Excel, CSV, and PDF today, with Word export planned but not live. And demand letters exported out of Neos don’t currently carry their citations with them. Assembly says it’s exploring how to fix that.
For firms whose cases run into the tens of thousands of pages of records, Assembly’s Q&A notes the chronology already groups similar visits into a higher-level summary rather than listing every entry line by line, and that NeosAI chat can be used to consolidate further for very large files. That grouping doesn’t lift the 2,000-page cap itself, though, so a file that size still runs into the same limit described above until Assembly’s page-limit expansion ships.
Medical chronologies went live in Assembly’s beta the same day as the town hall. Jonah, the Assembly executive who opened the call, said the beginning of Q4 2026 “feels right” for chronologies’ general release, possibly sooner, and that the timeline is driven by feedback quality rather than a fixed date. Assembly says the full Demands Plus product, chronologies and demand letters together, targets general release this fall.
The Cost Question: Demands Plus Needs Neos Platinum
Demands Plus requires NeosAI, which is sold as part of Neos Platinum. If your firm is on Essentials or Premium, there’s no lighter version of Demands Plus available today, and Assembly hasn’t said one is planned. Getting access means upgrading, and your account team can walk through what that costs for your firm.
It’s worth separating that from everything else in this roadmap. The rebuilt Outlook and QuickBooks integrations, along with the 35-plus customer-requested improvements Assembly shipped earlier this year, come with your current Neos subscription no matter which tier you’re on. Nobody is required to move to NeosAI to get those.
NeosAI itself also covers more ground than just Demands Plus: case and document summaries, chat-based case questions, and contact extraction from documents and IDs are already part of it. So the upgrade decision isn’t only about whether you want Demands Plus specifically. It’s about whether that broader set of AI capabilities is worth the Platinum-tier cost for your firm.
One more detail to watch rather than plan around: Assembly said pricing for its next round of agentic tools, starting with the planned intake AI, may work differently than today’s flat subscription model, potentially allowing some costs to be recovered on a per-case basis alongside the standard subscription, not instead of it. That’s a stated direction from the town hall, not a published price sheet, so treat it as something to ask your account team about closer to release rather than something to budget against today.
What Firms Using It Are Saying
Paul Hernandez, a partner at Kalfus & Nachman, a personal injury firm in Norfolk, Virginia, has been running Neos AI on live casework for more than a year and is in the Demands Plus beta. Asked how demand letter turnaround has changed, he put a specific number on it: “it’s saving at least 70% of time.” That figure is Hernandez’s own stated result from his firm’s usage, not an independently verified benchmark, but it’s a useful data point from a firm actually running the tool on real cases.
Hernandez also pointed to a problem Demands Plus solves that has nothing to do with speed: consistency. His firm runs 12 to 13 pre-litigation paralegals, each producing demand letters, and he said quality varied noticeably between them before. Because everyone now works from the same firm template, he said the output evens out to a consistently higher bar rather than depending on which paralegal drew the case.
Becca Kessler, a registered nurse and certified legal nurse consultant with Moonstruck Legal Nurse Consulting, was one of the outside experts Assembly brought in to help build the chronology feature. She described trust as the whole point of a chronology: “If I see something in the chronology, we need to be able to go back to the record and find that specific extraction. That level of trust is what I believe really sets chronologies apart.” She also said that during testing, the tool caught billing discrepancies against medical records that her own manual review had missed, a reminder that the AI can surface things a human reviewer’s eyes glide past. For scale, Kessler noted that building a single chronology by hand had recently taken her two full 40-hour weeks.
What’s Next: Agentic Intake, Ana, and Continued Core Investment
Once Demands Plus ships, Assembly’s next stated priority is agentic intake, which Jonah described as bringing intake conversations directly into Neos fields and scoring intake opportunities against how similar past cases performed at the firm. Some of this groundwork is already live for NeosAI customers: Neos can extract party details from a photo ID, business card, or insurance card during intake, and questionnaire answers now persist to an Intake Questions tab on the case regardless of when the intake happened.
Separately, Assembly is launching Ana, its own AI support assistant, on September 14. Ana is meant to answer how-to questions around the clock and, when it can’t help, route the conversation to a person while you keep working. It also connects to Assembly’s broader Support Center: your firm’s support tickets, release notes, the Ideas Portal for feature requests, and Neos University training content.
Jonah also made a point of saying Assembly is currently investing more time and resources into Neos’s core platform and existing NeosAI capabilities than into these newer agentic tools, even with agentic features getting most of the town hall’s attention.
The Gap Nobody on the Call Mentioned
Every investment described above, the rebuilt Outlook integration, the rebuilt QuickBooks integrator, Demands Plus, Ana, the planned intake AI, speeds up work that happens inside the firm. It’s a genuinely substantial set of improvements to how a PI firm builds and manages a case.
None of it changes what a client sees, hears, or can check about their own case without picking up the phone or sending an email. That’s not a shortcoming in Assembly’s plan. Client communication simply wasn’t what this round of investment was aimed at.
Where CasePulse Fits
If your firm is investing in Neos AI to move cases faster internally, the other half of that equation, keeping clients informed without adding staff time, doesn’t have to wait on Neos’s own roadmap. CasePulse layers on top of Neos to give clients 24/7 self-serve case status, automated updates, and secure file sharing, without replacing anything described here. If you’re curious how that connection works, see CasePulse’s Neos integration or read more on whether Neos has a client portal on its own. If you’d rather see it directly, you can book a demo.