Compare
Protocol AI compared with Veeva, Medidata, CliniOps and Medrio
Each of these is a strong product for the right team. Here is a plain, sourced view of how they differ, so you can pick the right fit.
At a glance
| Vendor | Veeva Vault CTMS | Medidata CTMS | CliniOps | Medrio CTMS | Manakiki Protocol AI |
|---|---|---|---|---|---|
| What it is | Part of Veeva's clinical suite, linked with Veeva's trial file, data capture and CRM products. | Part of the Medidata platform. Rave data capture feeds its dashboards, and reports file to Medidata's trial file. | A unified platform covering data capture, patient apps, e-consent, randomization, CTMS and trial files. | A new CTMS for small and scaling sponsors and CROs, the first product on Medrio's connected platform. | A CTMS that drafts your study plan from the protocol, plus optional clinical operations staff. |
| Pricing | Quote only. No public pricing. | Quote only. No public pricing. | Quote only. Estimates on request for each study. | No public pricing. | Quoted per study. Contact us or book a demo. |
| Getting started | Implementation partners describe about 10 to 16 weeks for a focused rollout and 6 to 12 months for an enterprise rollout. | Vendor-led implementation with Medidata's in-house team. | CliniOps' configuration team builds and validates the study setup. | Available through an Early Adopter Program. General availability planned for early 2027. | We load your protocol, review the draft plan with your team and set up the study with you. |
| Best choice if | You are a larger sponsor or CRO standardizing on Veeva across clinical, quality and regulatory work. | Your studies already run on Medidata Rave and you want one connected vendor. | You want one vendor for data capture and remote or hybrid trial tools, including offline use. | You already use Medrio and want one connected vendor with a single login. | You are a small or mid-size sponsor or CRO that needs a clear plan and hands-on help, without an enterprise project. |
Sources, checked November 2026: DataAlly, Best CTMS Software Vendors, Compared by Buyer Type (Oct 2026); IntuitionLabs, Veeva Vault CTMS Consulting and Implementation (2026); Medidata, Clinical Trial Management System (2026); CliniOps, Products (2026); CliniOps, Study Setup Services (2026); University of Colorado Anschutz, Novel Clinical Trials vendor list (2026); Medrio via PR Newswire, Medrio Launches New CTMS (Nov 3, 2026).
Veeva, Vault, Medidata, Rave, CliniOps and Medrio are trademarks of their owners. Manakiki is not affiliated with or endorsed by them. Information may change; confirm with each vendor.
What is different
Software plus the people to run it
Starts from your protocol
The protocol becomes the first draft of your plan. Every item links back to its page, and your team approves it.
Priced to your study
You pay for the study you run and the support you need. Ask us for a quote.
A team, not just a login
Our clinical operations staff can help with project management, study start-up and inspection readiness.
To be clear about limits: Protocol AI is in early access, and it does not include data capture, patient apps or randomization. If you need those in one product today, a full suite may suit you better.
FAQ
Common questions
Is Protocol AI a replacement for Veeva or Medidata?
For many small and mid-size studies, yes. Not for every team. Large sponsors standardizing on one enterprise suite are often well served by it. Protocol AI is built for smaller sponsors and CROs that want a protocol-based plan, pricing that fits their study and hands-on help. It can also run beside an existing system.
Can Protocol AI connect to our current systems?
Connections to Veeva, Medidata and trial file systems are on our roadmap and scoped per customer. Until then, exports keep information moving.
How current is this comparison?
It uses public information checked in November 2026. Vendors change products and pricing, so confirm details with each vendor before you decide.
See if Protocol AI fits your study
Bring a protocol, or use our sample study. In 30 minutes you will see the extracted schedule, the generated plan and what your team reviews before anything goes live.