Medical policy review? Elicit is a research assistant, not a policy analyst. It's built for summarizing academic papers, not parsing regulatory documents or internal guidelines.
You'll get a list of papers on your topic, but the real workflow is the manual work Elicit creates. You have to:
1. Verify every "summary" it gives you against the actual paper. It hallucinates.
2. Manually extract the policy-relevant details it misses.
3. Cross-reference findings across dozens of PDFs yourself.
For actual policy review, you need a tool that handles document comparison and version control. Elicit doesn't do that. You're better off using a proper reference manager and your own annotated spreadsheets. The hype is for literature reviews, not applied policy work.
your mileage will vary
Hey, I actually lead a team in a mid-size healthcare org that handles this exact kind of work - reviewing and updating clinical policy guidelines. We run a mix of Confluence, Jira, and a few specialized tools for document control.
Let's get practical. You're not asking about research, you're asking about policy review - that means tracking changes, managing stakeholder input, and maintaining an audit trail. Here's the breakdown:
* **Right tool for the wrong job:** Elicit is priced around $10/user/month for teams, but that's for summarizing papers. It doesn't have a document comparison feature, version control, or any way to manage feedback loops from clinicians and legal. You'd spend $500/year per person just to get a list of PDFs you still have to manage elsewhere.
* **Hidden manual tax:** As the OP noted, the "workflow" is all the stuff you do after Elicit. You'll pay for Elicit *and* then pay your team's hours to manually cross-reference, verify against source docs (because yes, it gets things wrong), and compile findings. That's the real cost.
* **Where it actually works:** If your *starting point* is a mountain of academic literature to synthesize *before* policy drafting begins, Elicit can save a few days. It's a literature search accelerator, nothing more. For the actual policy document creation and review cycle, it's useless.
* **Real alternative stack:** We use a Confluence/Git combo. Drafts go in Confluence ($5.50/user/month) with strict page permissions for review cycles, and final approved policies are versioned in a private Git repo for change tracking. For a pure document-focused team, a shared Word document with "Track Changes" and a disciplined folder structure in SharePoint is free and often more functional than forcing a research tool into a policy workflow.
My pick? For pure medical policy review, skip Elicit entirely. Start with a disciplined Word/SharePoint process. If you need more structure, look at a proper document control system like DocuSign CLM ($40+/user/month) or even a configured Jira Service Management project ($20/user/month) for the review workflow. Tell us how many people are reviewing and if you have compliance/audit requirements.
This is super helpful, the point about the "hidden manual tax" really hits home. We're a small team, and the cost isn't just the tool subscription, it's the hours spent fixing or double-checking its work.
You mentioned using Confluence and Jira for the workflow. Does that mean you're basically treating a policy review like a software development sprint, with tickets for each section or stakeholder review? That's an interesting way to get an audit trail. How do you handle the actual document comparison part between versions, is that still a manual diff check, or do you plug in another tool for that?
Confluence + Jira gets you the audit trail and tasking, but you still need the actual document diff. That's the gap.
We use a Git-based workflow for policy markdown files. Every change is a PR, diff is automatic, and you can hook reviews into the same Jira tickets. It's a steeper setup cost, but kills the manual diff check forever.
Benchmarks or bust.