No. An AI quality agent should work with your existing QMS, not replace it as the system of record. Ovada performs defined work across connected systems, prepares the evidence and documentation, and routes the result for qualified review and authorization.
Why replacing the QMS is the wrong question
A regulated company has already invested in procedures, controlled records, approval structures, training, and validated systems. Replacing them means migration, revalidation, and change management. And the real problem is rarely the absence of a QMS. It is the volume of work needed to keep processes moving:
- Locating current records
- Checking evidence against procedures
- Following up for missing information
- Reconciling conflicting records
- Drafting documentation and review packages
- Routing work to the right person
An AI quality agent can do that work without changing which system owns the approved record. See how Ovada works with your existing QMS.
The QMS remains the system of record
The system of record is where the approved record, review history, authorization, and supporting evidence live. Ovada does not need to become that system. It retrieves authorized information, performs defined steps, and returns approved outputs to the right place. That keeps doing the work separate from owning the record.
What the agent adds
A QMS provides forms, workflow states, document control, approval routing, and recordkeeping. An AI quality agent adds labor-like execution across them, sometimes called agentic labor. For example, it can:
- Review a new certificate of analysis against the active specification (incoming material disposition)
- Gather the records a deviation investigation needs (deviation management)
- Follow up for evidence a CAPA requires (software that supports CAPA management)
- Watch supplier records for missing or expiring documents (supplier quality)
A practical division of responsibility
| Responsibility | QMS | Ovada | Qualified person |
|---|---|---|---|
| Maintain approved records | Primary role | Prepares records when authorized | Reviews completeness |
| Apply defined procedures | Stores and routes the process | Performs approved steps | Resolves judgment calls |
| Gather evidence | May store evidence | Retrieves and assembles it | Decides if it is sufficient |
| Prepare recommendations | May support documentation | Drafts traceable recommendations | Accepts, edits, rejects, or escalates |
| Final authorization | Records it | Routes the work | Keeps final authority |
What implementation requires
Connecting two systems is not enough. Before an agent works alongside your QMS, define:
- The approved workflow scope
- The governing procedures and specifications
- The authorized data sources
- Role and access boundaries
- Required evidence and escalation conditions
- The human review path and where the approved record is kept
Not sure where to start? Here is how to choose quality work for automation.
Questions
Do we need to migrate data to use an AI quality agent?
No. Ovada works with your records where they already live and returns approved outputs to your designated system of record.
Does adding Ovada change our QMS validation?
No. Ovada works alongside your QMS, so the systems you have already validated stay as they are. Ovada’s own workflows come with their own validation package.