Rivac LabsClinical Evidence Agent
This agent reviews and grades every clinical claim your product, content, or investor materials make against the actual evidence base — peer-reviewed studies, FDA guidance, clinical practice guidelines — before it goes out the door. Health tech companies live or die by credibility: one overstated claim in a landing page, a pitch deck, or an AI chatbot's response can trigger regulatory scrutiny or destroy clinician trust. We build the guardrails and reference library that let your team, and any AI systems you're already running, speak confidently about what the evidence supports, flag what's still unproven, and never drift into language that reads as unlicensed diagnostic or treatment advice. It's the difference between a claim you can defend with a citation and one that sounds good but can't survive a regulator's or journalist's second look.
How We’d Approach This
A clear, staged plan — not a black box
- 1
Audit your existing claims — website, product copy, chatbot responses, investor deck — against the underlying studies and grade each one for evidence strength.
- 2
Build a small pilot: one content surface, such as your product's AI assistant or marketing site, run through the evidence-grading workflow against a fixed set of claims.
- 3
Walk through the graded results together — which claims hold, which need softening or a citation, which cross into diagnostic territory — and agree on the fix list.
- 4
Ship a living evidence library and review workflow your team owns, with clear escalation rules for anything a human medical reviewer should sign off on before it's public.
What You Get
Deliverables from this engagement
- A graded evidence log mapping every current clinical claim to its source and confidence level
- A reusable claim-review workflow, with an AI-assisted first pass, your marketing, product, and support teams can run before anything ships
- House style rules for what language is evidence-backed versus what needs a hedge or a citation
- A short training session for your team on where the diagnostic-authority line sits and why
Six Ways We Could Architect This
Different engagement, different build — pick the shape that fits
There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.
Ready to get started?
Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start — scoped small enough to prove itself before you commit to anything bigger.
Talk to us about Clinical Evidence AgentMost engagements like this start as a $500–$2,500 pilot — see full pricing.